A curated, transparent list of tools for generating groups, teams, classroom groups, workshop breakout rooms, speed-networking rotations, and social-golfer schedules.
This repository publishes a review dataset, scoring methodology, correction workflow, and GitHub Pages explorer so tool owners and users can point out stale data or unfair ratings. Ratings are editorial, evidence-based, and open to correction requests.
- Interactive explorer: https://guwidoe.github.io/awesome-group-generators/
data/tools.json— full structured datasetdata/tools.csv— spreadsheet-friendly summarydata/tools.schema.json— JSON schemadata/related-commercial-platforms.json— non-ranked related commercial/sales-gated platformsdata/related-commercial-platforms.schema.json— schema for the non-ranked related-platform listdata/reviewed-out-of-scope.json— reviewed adjacent resources that were deliberately not rankeddata/reviewed-out-of-scope.schema.json— schema for the reviewed out-of-scope listMETHODOLOGY.md— scoring rubric and review rules
Current export: 501 tools, source revision 552, exported 2026-08-01T11:28:09+00:00.
Sales-gated event platforms, enterprise matchmaking suites, coffee-chat apps, and app-store-only products are not mixed into the ranked list unless a self-serve generator, open demo, or runnable implementation can be reviewed. We track those adjacent products separately in data/related-commercial-platforms.json so the main rankings stay limited to verifiable tools.
We also keep a reviewed-but-out-of-scope record in data/reviewed-out-of-scope.json for LMS-native documentation, research/model references, unavailable repos, duplicate/fork variants, and adjacent products that were checked but not ranked.
The shortlists below show three candidates per use case so readers can compare leading options instead of seeing only a single winner. Shortlist order reflects fit for that use case, not the global score alone.
| Use case | #1 | #2 | #3 | Notes |
|---|---|---|---|---|
| Useful for serious group-generation jobs | GroupMixer (4.7) | ChatGPT Pro Extended Reasoning (4.5) | Social Golfer Online (4.3) | For broad, real-world grouping problems, compare a purpose-built solver against AI-assisted custom workflows and niche schedulers. |
| Multi-round / repeat minimization | GroupMixer (4.7) | Social Golfer Online (4.3) | Good-Enough Golfers (4) | These tools focus on repeated rounds and reducing duplicate pairings; some are broad planners while others are golf/social-golfer-specific. |
| Constraint-aware grouping | GroupMixer (4.7) | ChatGPT Pro Extended Reasoning (4.5) | Clever Groups (4.2) | Purpose-built constraint tools fit structured rules; AI-assisted workflows can help when requirements are too idiosyncratic for a product UI. |
| Preference/self-entry matching | Clever Groups (4.2) | BuddyMatcher (3.8) | Educatarea Random Group Generator (4) | These are credible alternatives when participant preference capture or classroom-specific setup matters more than repeat minimization. |
| Interactive classroom or presentation reveal | Picker Wheel Team Picker (3.6) | Classroomscreen Group Maker (3.7) | Online Stopwatch Random Group Generator (2.7) | Use these when the act of revealing teams live is part of the activity and presentation matters as much as assignment quality. |
| Polished simple random splitters | Wooclap Team Picker (3.3) | Calcbe Team Generator (3.8) | Instructron Group Generator (3.9) | Good choices when you only need quick one-off random groups and do not need a full planning workspace. |
| Mobile/native team generation | Team Shake (4) | ClassDojo Group Maker (2.7) | Classroomscreen Group Maker (3.7) | Useful when the organizer is already in a classroom/mobile app workflow. |
| Privacy-friendly browser/local options | GroupMixer (4.7) | Good-Enough Golfers (4) | Calcbe Team Generator (3.8) | These avoid the worst ad-tech/hosted-roster patterns among the reviewed tools. |
| Rank | Tool | Score | Useful for | Tags |
|---|---|---|---|---|
| 1 | GroupMixer | 4.7 | Almost every group generation usecase | multi-round, constraints, privacy-friendly, strong-exports |
| 2 | ChatGPT Pro Extended Reasoning | 4.5 | Complex natural-language grouping drafts when cost and verification are acceptable | multi-round, constraints, strong-exports, ai-assisted |
| 3 | Social Golfer Online | 4.3 | Golf leagues, trips, tournaments, and other multi-round schedules where avoiding repeat pairings matters | multi-round, constraints, strong-exports |
| 4 | TourneyCard Golf Randomizer | 4.3 | Social-golfer-style golf schedule optimizer with repeat diagnostics, partner preferences, and Excel/Markdown output | multi-round, constraints, strong-exports |
| 5 | Clever Groups | 4.2 | Preference-based classroom, camp, event, and accommodation grouping | constraints, self-join, strong-exports |
| 6 | Balanced Random Team Maker / Hobbada | 4.1 | Multilingual browser team maker with ability balancing, keep-apart, keep-together, and captains | constraints |
| 7 | CATME Team-Maker | 4.1 | Criterion-based student team formation with weighted instructor survey criteria | constraints |
| 8 | ClassroomGroupGenerator.com | 4.1 | Teachers who want browser-saved rosters, constraints, presentation mode, and classroom-tool integration | constraints, strong-exports |
| 9 | Group Balancer | 4.1 | Reusable group generator with bags, multi-person slips, custom group sizes, editing, sharing, and history | constraints |
| 10 | gruepr | 4.1 | Open-source optimized student-team formation from survey/CSV data | constraints, strong-exports |
| 11 | TeamBracket Generator | 4.1 | Browser-local random/skill-balanced teams plus printable tournament brackets | privacy-friendly, strong-exports |
| 12 | Barasu-kun | 4 | Japanese repeated grouping with low repeat co-member overlap | multi-round, privacy-friendly |
| 13 | Educatarea Random Group Generator | 4 | Teachers who need roles, restrictions, multiple pools, history, PDF, and print without an account | constraints, strong-exports |
| 14 | Good-Enough Golfers | 4 | Simple social-golfer-style multi-round schedules | multi-round, constraints, privacy-friendly, strong-exports |
| 15 | GoTimer Group Generator | 4 | Teacher group generator with seed, fullscreen, save, copy, and recent-repeat avoidance | — |
| 16 | Grouper.school | 4 | Account-based classroom grouping with Google Classroom/Clever rosters and student attributes | constraints |
| 17 | Halftime Team Pairings | 4 | Pair/group generator with recent-repeat avoidance, markdown/text copy, saved browser history, and saved rounds | constraints |
| 18 | IIENSTITU Zufallsgruppen Generator | 4 | German random group generator with keep-together/separate rules, level balancing, repeat-pair avoidance, leaders, saved lists, and CSV export | constraints |
| 19 | Not Random Groups | 4 | Teacher group generator with random and keep-together/keep-apart modes plus optional Google Classroom import | constraints |
| 20 | Optimal Group Generator | 4 | Open-source repeat-avoidance group maker with previous records and no-login local storage | multi-round |
| Rank | Tool | Score | Useful for | Tags |
|---|---|---|---|---|
| 1 | GroupMixer | 4.7 | Almost every group generation usecase | multi-round, constraints, privacy-friendly, strong-exports |
| 2 | ChatGPT Pro Extended Reasoning | 4.5 | Complex natural-language grouping drafts when cost and verification are acceptable | multi-round, constraints, strong-exports, ai-assisted |
| 3 | Social Golfer Online | 4.3 | Golf leagues, trips, tournaments, and other multi-round schedules where avoiding repeat pairings matters | multi-round, constraints, strong-exports |
| 4 | TourneyCard Golf Randomizer | 4.3 | Social-golfer-style golf schedule optimizer with repeat diagnostics, partner preferences, and Excel/Markdown output | multi-round, constraints, strong-exports |
| 5 | Clever Groups | 4.2 | Preference-based classroom, camp, event, and accommodation grouping | constraints, self-join, strong-exports |
| 6 | Balanced Random Team Maker / Hobbada | 4.1 | Multilingual browser team maker with ability balancing, keep-apart, keep-together, and captains | constraints |
| 7 | CATME Team-Maker | 4.1 | Criterion-based student team formation with weighted instructor survey criteria | constraints |
| 8 | ClassroomGroupGenerator.com | 4.1 | Teachers who want browser-saved rosters, constraints, presentation mode, and classroom-tool integration | constraints, strong-exports |
| 9 | Group Balancer | 4.1 | Reusable group generator with bags, multi-person slips, custom group sizes, editing, sharing, and history | constraints |
| 10 | gruepr | 4.1 | Open-source optimized student-team formation from survey/CSV data | constraints, strong-exports |
| 11 | TeamBracket Generator | 4.1 | Browser-local random/skill-balanced teams plus printable tournament brackets | privacy-friendly, strong-exports |
| 12 | Barasu-kun | 4 | Japanese repeated grouping with low repeat co-member overlap | multi-round, privacy-friendly |
| 13 | Educatarea Random Group Generator | 4 | Teachers who need roles, restrictions, multiple pools, history, PDF, and print without an account | constraints, strong-exports |
| 14 | Good-Enough Golfers | 4 | Simple social-golfer-style multi-round schedules | multi-round, constraints, privacy-friendly, strong-exports |
| 15 | GoTimer Group Generator | 4 | Teacher group generator with seed, fullscreen, save, copy, and recent-repeat avoidance | — |
| 16 | Grouper.school | 4 | Account-based classroom grouping with Google Classroom/Clever rosters and student attributes | constraints |
| 17 | Halftime Team Pairings | 4 | Pair/group generator with recent-repeat avoidance, markdown/text copy, saved browser history, and saved rounds | constraints |
| 18 | IIENSTITU Zufallsgruppen Generator | 4 | German random group generator with keep-together/separate rules, level balancing, repeat-pair avoidance, leaders, saved lists, and CSV export | constraints |
| 19 | Not Random Groups | 4 | Teacher group generator with random and keep-together/keep-apart modes plus optional Google Classroom import | constraints |
| 20 | Optimal Group Generator | 4 | Open-source repeat-avoidance group maker with previous records and no-login local storage | multi-round |
| 21 | PairForm | 4 | Role-balanced event/workshop group formation with participant self-join links | constraints, self-join |
| 22 | PickTeams.net | 4 | Featureful team picker with skill/gender tags, locked players, CSV export, and share links | constraints, strong-exports |
| 23 | QuizQuestions.org Team Generator | 4 | Advanced no-account team generator with labels, locks, drag-and-drop, added teams, and exports | constraints, strong-exports |
| 24 | RandomTeamGenerator.io | 4 | Featureful random team generator with leaders, keep-together groups, share, TXT/CSV export, and locale support | constraints, strong-exports |
| 25 | Shuffly | 4 | Skill- and gender-balanced random teams with strong free exports | constraints, strong-exports |
| 26 | Team Shake | 4 | Mobile-first balanced team generation for teachers and coaches | constraints, strong-exports |
| 27 | TeamMaker App | 4 | Local, no-account team making with strong classroom presentation and exports | constraints, strong-exports |
| 28 | Instructron Group Generator | 3.9 | Teachers who want quick random groups with basic balancing and keep-apart rules | constraints, privacy-friendly, strong-exports |
| 29 | JAY Project Team Picker | 3.9 | Korean browser-local team picker with balance mode, fixed people, saved rosters, and share URLs | — |
| 30 | Peerceptiv Group Formation | 3.9 | LMS-integrated optimized groups from survey, schedule, and topic preferences | constraints |
| 31 | ReadyGroupGo | 3.9 | Classroom group generator with smart attributes, saved classes, share links, and class-code joining | constraints, self-join |
| 32 | BuddyMatcher | 3.8 | Teachers who need pairs/trios, local saved lists, and optional paid control features | constraints, privacy-friendly, strong-exports |
| 33 | Calcbe Team Generator | 3.8 | Privacy-conscious one-session random teams with simple constraints and strong exports | constraints, privacy-friendly, strong-exports |
| 34 | Cogitans Générateur d’équipes | 3.8 | French local random or level-balanced team generator | privacy-friendly |
| 35 | MontaTime | 3.8 | Brazilian football team balancer with star levels, goalkeeper distribution, WhatsApp import, saved lists, and sharing | constraints, privacy-friendly |
| 36 | PickSpin Team Generator | 3.8 | Polished team generator with templates, count/size modes, naming styles, text/CSV export, print, share, and local history | strong-exports |
| 37 | PlayRez Tennis Round Robin Generator | 3.8 | No-signup tennis/social round-robin generator with PDF/share outputs | multi-round, strong-exports |
| 38 | Random Group Picker | 3.8 | Feature-rich random group picker with CSV import, label/gender balance, representatives, and exports | constraints, strong-exports |
| 39 | Random Roster | 3.8 | Teacher group generator with capability balance, preferences, history, and seating charts | constraints |
| 40 | Randomify Team Generator | 3.8 | Well-rounded team generator with shareable parameters, captain mode, themed team names, copy, and CSV download | strong-exports |
| 41 | RandomPicker Random Team Generator | 3.8 | Advanced browser-side teams with CSV/TXT import, locks, exclusions, skills, copy, and TXT download | constraints |
| 42 | Sabura Student Group Maker | 3.8 | Classroom group maker with optional leaders, saved lists for signed-in users, reshuffle, and share | privacy-friendly |
| 43 | Smart Group Maker | 3.8 | Free visual group maker with random mode and attribute-balanced custom grouping | constraints |
| 44 | Spinzoro Team Picker for Classrooms | 3.8 | Classroom team picker with count/size modes, strong-player marking, copy/share, Excel, and PDF export | constraints, strong-exports |
| 45 | Teach Arcade Group Maker | 3.8 | Teacher group maker with repeat-avoidance history, print/share, and pairing records | — |
| 46 | Team Balancer Pro | 3.8 | Korean MMR/role-based team balancer for LoL, Valorant, and Overwatch internal matches | constraints, strong-exports |
| 47 | Team Randomizer Classroom Generator | 3.8 | Classroom team randomizer with participant/team uploads, seed, CSV, screenshot, and sharing | strong-exports |
| 48 | TeamMixer | 3.8 | Korean AI-assisted team builder with tiers, positions, presets, and no-server-data claim | constraints, ai-assisted |
| 49 | WebToolNexus Random Team Generator | 3.8 | Skill-aware random teams with balance report and text export | constraints, privacy-friendly |
| 50 | BracketMaker.app Round Robin | 3.7 | Web round-robin tournament maker for singles, doubles, mixed doubles, and teams | multi-round, strong-exports |
| 51 | CedarWater Visibly Random | 3.7 | Teacher-oriented visibly random group maker with smart roster parsing, subjects, fullscreen, and roster save/download | privacy-friendly |
| 52 | Classroomscreen Group Maker | 3.7 | Teachers already using Classroomscreen who want visual classroom groups, saved name lists, exclusions, and manual adjustment | constraints, privacy-friendly |
| 53 | digtools Team Generator | 3.7 | Browser-side teams with skills, NG pairs, leaders, save/load, CSV, text, and image output | constraints, strong-exports |
| 54 | FutScore Sorteio de Times | 3.7 | Portuguese football team sorter with skill stars, goalkeeper distribution, and quick mode | constraints, privacy-friendly |
| 55 | Game on Field Team Picker | 3.7 | Sports team picker with crypto shuffle, skill snake draft, stratified pots, seed audit, CSV, and sharing | constraints, strong-exports |
| 56 | Klasindeling.be Groepjesmaker | 3.7 | Dutch/Flemish teacher grouping with saved classes, student attributes, PDF, and print | constraints |
| 57 | MiniBreaks Squad Shuffle | 3.7 | Polished group shuffler with min/max/#groups modes, copy, print, share, editable links, and app chaining | — |
| 58 | Peon Inc Random Team Generator | 3.7 | Local sports/team draft generator with pins, buddies, conflicts, and CSV roster import/export | constraints, privacy-friendly, strong-exports |
| 59 | Pickleheads Round Robin | 3.7 | Pickleball round robin and rotating-partner event tool | multi-round, self-join |
| 60 | Randomizer.uk Create Groups | 3.7 | Multi-criteria random groups with proof/share/export options | constraints, strong-exports |
| 61 | RandomSelect Group Maker | 3.7 | Featureful group maker with count/size modes, AI fill, list save/load, share, and export | ai-assisted |
| 62 | Randraw Asia Constitute Team | 3.7 | Pool-based random team generator with share/export/proof workflows | constraints, strong-exports |
| 63 | Randraw Multicriteria Team | 3.7 | No-account multicriteria grouping with pots, separation rules, and exports | constraints, privacy-friendly, strong-exports |
| 64 | Shuffly.eu | 3.7 | Productized balanced team generator with skill/gender balance, imports, exports, saved setups, and subscriptions | constraints |
| 65 | Spin With The Wheel Group Maker | 3.7 | Advanced browser group maker with single/bulk entry, multiple assignment methods, copy, print, and text export | — |
| 66 | SpinItWheel Team Generator | 3.7 | Visual wheel-based team generator with custom names/colors, share, copy, and Excel export | — |
| 67 | SpinVibe Teachers | 3.7 | Teacher-focused classroom spinner, random group maker, speaker order, no-repeat picking, and projector mode | privacy-friendly |
| 68 | sptoolbox Random Group Generator | 3.7 | Teacher random groups with local saved class lists and keep-together/apart fields | constraints, privacy-friendly |
| 69 | TeamSplit | 3.7 | Polished no-account team splitting with import/export, reps, and team names | privacy-friendly |
| 70 | Tirage-au-Sort.net Constituer une équipe | 3.7 | French pool-based random team creator with share/export/proof workflows | constraints, strong-exports |
| 71 | VMaths Générateur Groupes Aléatoires Élèves | 3.7 | French student group generator with manual/CSV import, group count/size modes, keep-together constraints, and CSV export | constraints, strong-exports |
| 72 | Zapadisk Team Generator | 3.7 | Balancing sport/player teams by level, gender, and multi-day attendance | constraints |
| 73 | Zufallsgenerator Gruppen bilden | 3.7 | German-speaking users who need random groups with pots, separation rules, fixed placements, and exports | constraints, strong-exports |
| 74 | Batch Group Generator | 3.6 | Minimal aesthetic group generator with team size, prefix, extras options, suspense mode, drag/drop, and download | privacy-friendly |
| 75 | Draftastic | 3.6 | Account-based team drafting platform with auto-pick, labels, invites, and CSV export | constraints, self-join, strong-exports |
| 76 | FerramentasJá Sorteador de Times | 3.6 | Portuguese team sorter with score balancing, custom team names, copy, and report download | — |
| 77 | FreeRandomTools Random Team Generator | 3.6 | Sports-style teams with skill-balanced and captain modes, copy formats, history, and local state | constraints |
| 78 | FussFreeTools Random Group Generator | 3.6 | Classroom-oriented group generator with pairs/size/count modes, copy, fullscreen, absent exclusion, and repeat-pair lock option | — |
| 79 | Genvalo Random Group Generator | 3.6 | Clean random group generator with count/size modes and per-group copy buttons | — |
| 80 | GroupEng | 3.6 | Open-source command-line grouping with distribute, aggregate, cluster, and balance rules | constraints |
| 81 | InstaGroups | 3.6 | PE/coaching team generator with balancing, tournaments, analytics, and collaboration | constraints |
| 82 | Lazy Cat Tools Random Team Generator | 3.6 | Random team generator with upload, random names, reshuffle, share, copy, and print | — |
| 83 | LeagueLobster Round Robin Generator | 3.6 | Sports league round-robin scheduler with teams, games, weeks, scores, standings, and CSV export | multi-round, strong-exports |
| 84 | LiveReacting Random Team Generator | 3.6 | No-signup random teams with leaders, skill levels, custom names, and CSV/TXT export | constraints, strong-exports |
| 85 | Picker Wheel Team Picker | 3.6 | Visual live random grouping and self-join team picking | constraints, self-join, strong-exports |
| 86 | Prompt2Tool Team Grouping Tool | 3.6 | Random teams with leader distribution and Excel export | constraints, privacy-friendly |
| 87 | Rise Random Team Generator | 3.6 | Polished random team generator with count/size modes, copy, image export, and share links | — |
| 88 | Réparticlasse | 3.6 | French education group distributor with gender mix, level balancing, avatars, save/restore, and Scoregroupe mode | constraints, privacy-friendly |
| 89 | SnappyWords Random Group Generator | 3.6 | Group generator with count/size modes, leader options, image download, and CSV | strong-exports |
| 90 | Sorteador de Times | 3.6 | Brazilian sports/esports team generator with skill stars, roles, saved lists, and import/export | constraints |
| 91 | TEAM MAKER | 3.6 | Rating-based balanced team generator for games and small communities | — |
| 92 | Toolgami Random Team Generator | 3.6 | Random or skill-based teams with CSV/JSON export | constraints, strong-exports |
| 93 | ToolV Team Generator | 3.6 | Multi-mode browser-local team, pair, role, and seating generator | privacy-friendly |
| 94 | Akousa Random Team Generator | 3.5 | Browser-local random team generator with skill-balance toggle, captains, CSV/TXT export, and history | strong-exports |
| 95 | AttentionFlow Random Group Generator | 3.5 | Local-browser group generator with CSV/Excel import/export claims and fair mode | privacy-friendly |
| 96 | BasicFreeTools Random Student Group Generator | 3.5 | Privacy-friendly student group generator with absent exclusions, reshuffle history, copy, and print | privacy-friendly |
| 97 | BestRandom Random Team Generator | 3.5 | Seeded random team generator with copy/share/reroll controls | — |
| 98 | Eenie Meenie Random Team Generator | 3.5 | Browser-side teams with captain mode, skill ratings, and local saved groups | constraints |
| 99 | EveryRandom Team Generator | 3.5 | Featureful random team generator with count/size modes, copy, download, shuffle, and history | — |
| 100 | FlameAI Random Team Generator | 3.5 | Privacy-framed random team splitter with count/size modes, copy, download, and share | ai-assisted |
| 101 | Fly63 Random Group Tool | 3.5 | Chinese random grouping with mutually exclusive members and Excel export | constraints |
| 102 | GroupMixes | 3.5 | Teachers who want quick mixed-ability classroom groups | constraints, strong-exports |
| 103 | LessonKind Group Maker | 3.5 | Teacher group maker with local class list and keep-apart pairs | constraints |
| 104 | LiveCloud Groepjesmaker | 3.5 | Dutch classroom group maker with advanced keep-together/apart and board/PDF workflows | constraints |
| 105 | OnlineRadDraaien Groepjesmaker | 3.5 | Dutch group maker with count/size modes, copy, CSV export, and sharing | strong-exports |
| 106 | PickerSpin Team Generator | 3.5 | Polished team picker with paste/comma input, count/size modes, copy-all, and reshuffle | — |
| 107 | Playpass Golf Schedule Maker | 3.5 | Golf rotating-partner and round-robin schedules | multi-round, constraints, strong-exports |
| 108 | RandoFox Random Team Generator | 3.5 | Polished random team generator with secure randomness claims and copy controls | — |
| 109 | Randomly Pick Team Generator | 3.5 | Excel-friendly random or score-balanced team splitter with CSV output | strong-exports |
| 110 | RandomlyFun Random Pair Generator | 3.5 | Fast random partner/pair generator with odd-person handling, copy, and share | — |
| 111 | RandomTeamMaker.click | 3.5 | Private in-browser pair/group generator with group-size and leftovers policies | privacy-friendly |
| 112 | RobinDraw | 3.5 | Instant browser round-robin schedule generator with CSV/PDF/share/live outputs | multi-round, strong-exports |
| 113 | TheToolApp Team Generator | 3.5 | Modern team generator with paste, count/size modes, captains, colors, and drag/drop examples | — |
| 114 | ToolsZone Random Team Generator | 3.5 | Polished random team generator with count/size modes, regenerate, and copy-all output | — |
| 115 | Writing in the Stream Smart Group Generator | 3.5 | Teacher-owned local HTML grouping with attendance, class storage, drag/drop, and JSON import/export | constraints, privacy-friendly |
| 116 | AlhazApp Group Generator | 3.4 | Random group splitter with optional group heads, reshuffle, share, and saved-list account option | — |
| 117 | Classroom Toolkit Group Generator | 3.4 | Privacy-friendly classroom group generator with saved list and count/size modes | privacy-friendly |
| 118 | Decidable Team Divider | 3.4 | Team divider with single/bulk add, leader support, and re-division | — |
| 119 | GetRandomNumber Random Team Generator | 3.4 | Advanced team generator with save/load lists, size bounds, seed, balance mode, history, copy, and text export claims | — |
| 120 | GolfSoftware Play All Schedule Generator | 3.4 | Golf groups that need multi-event pairings from preset golfer counts and group sizes | multi-round, constraints, privacy-friendly |
| 121 | Groupformer | 3.4 | Danish group former for repeated groups with gender/min-same-gender and host rotation use cases | — |
| 122 | GroupGuru Online | 3.4 | Organizer-led classroom/activity group maker with participant join codes and criteria-based grouping | constraints, self-join |
| 123 | Kuakua Random Group Generator | 3.4 | Polished random group generator with count/size modes, reshuffle, and copy results | — |
| 124 | LoCo Disc Golf Team Generator | 3.4 | Disc-golf team generator with team-size mode, output format choice, reset, and copy | privacy-friendly |
| 125 | MultiPicker Team Picker | 3.4 | Simple teams where gender distribution, representatives, and custom team names matter | constraints |
| 126 | Randomara Classroom Group Generator | 3.4 | Classroom random team generator with copy and fullscreen controls | — |
| 127 | RandomGroupGenerator.net | 3.4 | Polished one-off random groups with CSV/Excel-style exports | strong-exports |
| 128 | Sorteio Random Team Generator | 3.4 | Random team generator with team-count/participants-per-team modes, leaders, and copy result | — |
| 129 | SpacebarCount Team Generator | 3.4 | Polished browser-local team cards with bench and dedupe options | privacy-friendly |
| 130 | SpinRandomTool Team Generator | 3.4 | Local browser team generator with presets, history, copy, and no-upload claim | privacy-friendly |
| 131 | Strategic Group Maker | 3.4 | Google Sheets add-on for strategic classroom groups and Zoom breakout export | constraints, strong-exports |
| 132 | TeamGenerator.net Team Generator | 3.4 | Sports and game teams balanced by skill ratings and roles | constraints |
| 133 | TimeTiki Group Generator | 3.4 | Group-size generator with list utilities, copy, recent groups, and history | — |
| 134 | Toolora Team Generator | 3.4 | Private browser-side random teams with copy and settings share | privacy-friendly |
| 135 | TXToolbox Smart Team Splitter | 3.4 | Balanced team splitter with skill levels and greedy balancing algorithm | constraints |
| 136 | VMaths Générateur d’Équipes Aléatoires | 3.4 | French random team generator with TXT/CSV import, 2-20 teams, copy controls, and Fisher-Yates documentation | — |
| 137 | AI225 Team Generator | 3.3 | Browser-side random teams with import, exclude toggles, history, copy, and export | ai-assisted |
| 138 | Calculation Support Random Group Generator | 3.3 | Random group generator with placeholders, file import, and Excel download | — |
| 139 | ClassInteractives Formgroup Creator | 3.3 | UK-style form/class allocation using friends and must-avoid relationships | constraints, strong-exports |
| 140 | Clock Buddies Generator | 3.3 | Training/classroom clock-buddies partner generator with duplicate checks and themed labels | — |
| 141 | CodersTool Random Group Generator | 3.3 | Reusable random groups with seed, history, sharing, TXT/CSV, and saved lists | strong-exports |
| 142 | DateRounds | 3.3 | Small free speed-dating or networking rotation events | multi-round, constraints, self-join |
| 143 | DRAW-LOTS Team Generator | 3.3 | Team generator with seed/skill seeding controls, group sizing, and configurable picking | constraints |
| 144 | FreeClassroomTools Group Generator | 3.3 | Teacher-focused random group generator with reshuffle and classroom display styling | privacy-friendly |
| 145 | FreeToolly Random Group Picker | 3.3 | Random group picker with count/size modes, leader/vice-leader assignment, and CSV export | — |
| 146 | Lembog Random Group Generator | 3.3 | Clean random group generator with quick group-count buttons and copy-all output | — |
| 147 | MatchBalancer Volleyball Team Generator | 3.3 | Volleyball team balancing by skill, position, roster, and match history | constraints |
| 148 | PickWinner Random Team Generator | 3.3 | Clean privacy-friendly random team cards with shareable URLs | privacy-friendly |
| 149 | QuickRandomizer Random Team Generator | 3.3 | Modern Fisher-Yates team generator with copy-all and history | — |
| 150 | RandAnimal Random Group Generator | 3.3 | Random group generator with title, find, save, and print controls | — |
| 151 | Random Media Hub Random Team Generator | 3.3 | Clean random team generator with count/size modes, quick team counts, shuffle, and copy | privacy-friendly |
| 152 | Random-Group-Generator.com | 3.3 | Single-session browser grouping with copy/export/share controls and lightweight balance modes | constraints, strong-exports |
| 153 | Random.GG Team Generator | 3.3 | Character-themed team generator with API access | — |
| 154 | Randommer Random Team Generator | 3.3 | Random team generator with duplicate removal, split-by-space, copy, and text download | privacy-friendly |
| 155 | RandomOS Group Generator | 3.3 | Clean random group generator with count/max-size modes and share link | privacy-friendly |
| 156 | Spin of Wheel Team Generator | 3.3 | Polished team generator with copy-all and balanced-size claims | — |
| 157 | Sport Scheduler Pro Free Schedule Generator | 3.3 | Free round-robin team schedules with links and exports | multi-round, constraints, strong-exports |
| 158 | The Teaching Couple Classroom Toolkit | 3.3 | Teacher classroom selector/grouper with tags, exclusions, import/export, and print | constraints |
| 159 | Tirage-au-Sort.com Créateur d’Équipes | 3.3 | Simple French crypto-random team creator with projection mode | — |
| 160 | WebRandom Random Team Generator | 3.3 | No-account random teams with custom names, copy, text download, and share link | privacy-friendly |
| 161 | Wooclap Team Picker | 3.3 | Polished simple random teams with strong export options | privacy-friendly, strong-exports |
| 162 | Yuesha Random Group Tool | 3.3 | Chinese browser-local random group generator with file import, leaders, and copy output | — |
| 163 | Any One Will Do | 3.2 | Privacy-friendly browser-only random picker and group drafter | privacy-friendly |
| 164 | AnyOnlineTool Group Generator Tool | 3.2 | Credit-based group generator with copy, CSV, PDF, API, and embed controls | strong-exports |
| 165 | ClassroomTools.app Group Maker | 3.2 | Free no-tracking teacher group maker with URL-prefill and embed controls | privacy-friendly |
| 166 | ClassSeats | 3.2 | Teacher classroom-management app with local class files, student import, seating, attendance, and group generation | privacy-friendly |
| 167 | DecisionFlip Random Team Generator | 3.2 | Skill-aware random team maker with saved configurations and copy output | constraints |
| 168 | Der Zufallsgenerator Gruppen Zufall | 3.2 | German random group/team generator with group names and group-leader options | — |
| 169 | DigitaleTools Groepjesmaker | 3.2 | Dutch classroom group maker with count/participants modes and sharing | — |
| 170 | FastRounds | 3.2 | Small free speed-networking round rotation events | multi-round, constraints, self-join |
| 171 | Flipiffy Random Group Generator | 3.2 | Basic random groups with leaders, exclusions, saved list, CSV, and copy | constraints, strong-exports |
| 172 | Grouperapp.net | 3.2 | Google Classroom teachers who want paid group history and preferences | constraints, strong-exports |
| 173 | Groupify.it | 3.2 | Classroom peer-group tool with roster upload, sex field, group-size/count modes, and animation controls | — |
| 174 | Keamk | 3.2 | Random teams with basic gender or skill balancing | constraints, strong-exports |
| 175 | ParTeeOf18 Randomizer | 3.2 | Productized golf pairing randomizer with random/manual/handicap/AB/ABCD and multi-round league ambitions | constraints |
| 176 | PrepPanel Classroom Group Generator | 3.2 | Chrome-extension classroom tool with ability-balanced groups and relationship rules | constraints |
| 177 | PrintYourBrackets Round Robin Generator | 3.2 | Tournament organizers who need printable round-robin schedules, pools, Excel export, and share links | multi-round, constraints, strong-exports |
| 178 | Pudone Random Grouper | 3.2 | Privacy-first random group generator with count/size modes, custom group names, animation, copy, and download claims | — |
| 179 | RandomPickerTool Team Generator | 3.2 | Clean no-tracking team generator with count/size modes, rebalance, and copy | privacy-friendly |
| 180 | RandomTeamBuilder.com | 3.2 | Visual random teams with drag-and-drop adjustment and exclusion-rule claims | constraints |
| 181 | RandoTeams | 3.2 | Wheel-style random team splitter with split-all and drag-and-drop claims | — |
| 182 | Raugen Random Team Generator | 3.2 | Quick random teams with custom team names, copy-all output, basic stats, and local generation history | ai-assisted |
| 183 | ScoreKeeperCo Random Team Generator | 3.2 | Sports-oriented random team generator with reshuffle and scoreboard/bracket links | — |
| 184 | slack-meetups | 3.2 | Open-source Slack bot for recurring random 1:1 meetup rounds | multi-round |
| 185 | Slumpgenerator Random Team Generator | 3.2 | No-account team randomizer with paste input, group-count/size modes, optional names, and leaders | — |
| 186 | Sorteador de Bingo Sorteador de Times | 3.2 | Portuguese sports team sorter with optional positions and skill levels | constraints |
| 187 | Speed Friending and Dating Matcher | 3.2 | Open-source CLI/server matcher for speed-friending and speed-dating events | — |
| 188 | Stilest Random Team Generator | 3.2 | Clean comma/newline team splitter with regenerate and copy controls | — |
| 189 | TeachTools Team Generator | 3.2 | No-login teacher team generator with leaders, drag-and-drop, shuffle, and print | — |
| 190 | Tekscape Random Group Generator | 3.2 | School random group generator with generated output and share/save actions | — |
| 191 | TextGround Random Group Generator | 3.2 | Simple group splitting with bulk import, reshuffle, copy, and download | — |
| 192 | TienIchHay Random Group Generator | 3.2 | Vietnamese/English random group generator with leader selection and CSV export | strong-exports |
| 193 | Wordstopia Team Picker | 3.2 | Team picker with spin-for-first-turn, copy results, samples, and 2–8 teams | — |
| 194 | YTool Random Group Generator | 3.2 | Multilingual random group tool with paste input, copy, TXT export, and Excel export | — |
| 195 | 1000tools Random Pairs Generator | 3.1 | Pair/triplet/quartet generator with bulk input, remainder handling, export, and history | — |
| 196 | afreetools Smart Team Generator | 3.1 | Small smart-team experiments with skill, role, avoid-pair, and share-link controls | constraints |
| 197 | AppSorteos Random Teams Generator | 3.1 | Polished free random teams with leaders and share/export buttons | strong-exports |
| 198 | Buchstaben.com Zufallsgruppen-Generator | 3.1 | German random group generator with group-count/size, leaders, and distribution settings | — |
| 199 | Calculop Random Class Group Generator | 3.1 | Random class group calculator with crypto-randomness explanation and similar random-tools variants | — |
| 200 | Drawrilla Random Team Generator | 3.1 | Team generator with number-of-teams/member-per-team modes, generated lists, copy, and download | — |
| 201 | Elysia Tools Random Group Generator | 3.1 | Tool/API random group generator with separators, empty-group/order options, and prefix controls | privacy-friendly |
| 202 | FateFactory Team Splitter | 3.1 | Ad-light random teams with file import, local templates, sharing, and QR output | privacy-friendly |
| 203 | FlipACoinOnline Random Team Generator | 3.1 | Random teams with CSV download and team label styles | strong-exports |
| 204 | GenKit Random Group Generator | 3.1 | Browser-side random group generator with sample data, reshuffle, copy, share, and bookmarks | — |
| 205 | Group Generator Project | 3.1 | Indonesian random group generator with theme toggle and image download | privacy-friendly |
| 206 | Kalkulator Random Group Generator | 3.1 | Group division calculator with count/size modes, copy, print, statistics, and history | — |
| 207 | LottoNames Team Generator | 3.1 | Visual team picker with animated draw and team-count controls | — |
| 208 | Mate.tools Random Team Generator | 3.1 | Simple browser-side teams with by-count/by-size modes, organizer selection, and copy | — |
| 209 | PickerKit Team Picker | 3.1 | Polished random teams with representatives, share, and save/load file controls | — |
| 210 | RandGenerator Random Group Generator | 3.1 | Simple random group generator with copy results | — |
| 211 | Randomly Random Group Generator | 3.1 | Random group generator with single entry, bulk import, file upload, copy/export claims, and multilingual UI | — |
| 212 | RandTools Random Team Generator | 3.1 | Privacy-conscious basic random team splitting with copy output | privacy-friendly, basic-randomizer |
| 213 | Shibutz Random Group Generator | 3.1 | Teacher-focused random groups with fixed-size or fixed-count modes | — |
| 214 | Simplewoody Team Generator | 3.1 | Simple random team generator with comma/newline input and copy results | — |
| 215 | Team Balancer Generic Team Balance | 3.1 | Attribute-based team balancer for small manual rosters | constraints |
| 216 | Toolnest Random Team Generator | 3.1 | Privacy-conscious basic teams with team-count/team-size modes and copy output | — |
| 217 | TurboToolkit Split List Into Groups | 3.1 | General list splitting with randomize, dedupe, sorting, CSV/JSON/text output, copy, and TXT download | strong-exports |
| 218 | Utils.fun Random Grouping | 3.1 | Chinese-language browser grouping with copy/download output | privacy-friendly |
| 219 | UU Online Random Group Tool | 3.1 | Chinese random grouping tool with group-size/count modes and Excel export claim | — |
| 220 | WheelOfNames.net Team Picker | 3.1 | Ad-supported team picker with skill/custom-name toggles and text export | constraints |
| 221 | A-Fitz Group Generator | 3 | Open-source desktop group generator that considers student preferences | constraints |
| 222 | ABCDTools Team Generator | 3 | Free team grouping tool with copyable group cards | — |
| 223 | AI Random Generator Team Generator | 3 | Clean random team generator with plus/minus team count | basic-randomizer, ai-assisted |
| 224 | Animyjob Créateur de badges & équipes | 3 | French youth-animation tool for random teams plus printable badges/totems | — |
| 225 | Begoodtool Smart Grouping Tool | 3 | Experimental rule-based grouping with tags, violations, drag/drop, and Excel export | constraints |
| 226 | Betext Random Team Generator | 3 | Basic random teams with leaders and CSV/TXT/copy output | strong-exports |
| 227 | Camp Chieflings TeamGen-360 | 3 | Team generator with leaders and random team names | — |
| 228 | ChatGPT (Free Version) | 3 | Natural-language grouping when users are willing to verify the output | constraints, ai-assisted |
| 229 | Chirag Mehta Team Maker | 3 | Lightweight random teams with editable team names and CSV output | strong-exports |
| 230 | CinderGPT Random Team Generator | 3 | Quick random teams with copy/download/share and local browser processing claims | — |
| 231 | Coda Random Team Generator Template | 3 | Coda template for reusable random team generation with players, team selection, and team names tables | — |
| 232 | ConverterPanda Random Group Generator | 3 | Basic random groups with remaining-member handling, naming styles, stats, export, and print | — |
| 233 | DecodeIt Random Team Generator | 3 | Polished browser-based random team splitter with upload, examples, and custom team names | — |
| 234 | DiceFlipper Team Generator | 3 | Simple random balanced team splitter with low observed tracking | privacy-friendly, basic-randomizer |
| 235 | Diverse Group Generation | 3 | Small attribute-balanced grouping experiments | constraints |
| 236 | DJPlaner GroupGenerator | 3 | Tiny GitHub Pages random group generator with save/load allocation controls | privacy-friendly |
| 237 | Edu4 Random Group Generator | 3 | Multilingual classroom random group generator with shuffle-again | privacy-friendly, basic-randomizer |
| 238 | EliteAI Tools Random Team Generator | 3 | Random teams with captains and table/text/CSV output | ai-assisted |
| 239 | EMFLS Random Team Generator | 3 | Tiny browser-based team splitter with no-upload/no-tracking claim | privacy-friendly, basic-randomizer |
| 240 | FateWheel Team Generator | 3 | Visual random team assignment with team-count/team-size modes | — |
| 241 | GeneratorLiczb Losowanie z listy | 3 | Polish list randomizer that can split lists into groups with import/export and saved lists | strong-exports |
| 242 | Glima AI Random Pair Generator | 3 | AI-branded random pair generator with no-repeat/specific-rule inputs | constraints, ai-assisted |
| 243 | Golf Captains | 3 | Account-based golf group captain assistant for rosters, availability, schedules, and pairings | — |
| 244 | Ice Breaker Game Group Generator | 3 | Simple no-signup group generator for meetings, classrooms, and events | — |
| 245 | InYourLeague Secret Santa Team Generator | 3 | Secret Santa-style teams with min/max sizes and exclusion pairs | constraints |
| 246 | JarvisBox Team Picker | 3 | Privacy-friendly one-page team splitting with copy/download | privacy-friendly |
| 247 | Lekktura Random Name Picker & Group Maker | 3 | Classroom name picking plus basic random groups | strong-exports |
| 248 | LetsRandomize Random Team Generator | 3 | Fast browser-side team splits with copy/share, recent history, and random-captain mode | — |
| 249 | Maak Groepjes | 3 | Dutch classroom group maker with pasted lists, gender-mixing option, saved lists, and offline-ish local cookies | — |
| 250 | MyAIUtility Team Generator | 3 | Simple team generator with import box, shuffle, copy, and manual move controls | — |
| 251 | Nacho Caballero Random Group Generator | 3 | Observable notebook for repeated random groups with pair-repeat minimization logic | multi-round |
| 252 | NotchTools Team Maker | 3 | Simple team maker with pasted players, team count/size controls, and editable team names | — |
| 253 | Pandos Team Generator | 3 | Guided team formation workflow when email/server processing is acceptable | constraints |
| 254 | PartyPlay Team Generator | 3 | Casual party/classroom teams with paste, saved lists, captain mode, copy, and share | — |
| 255 | Penguin Tools Team Generator | 3 | Simple random teams with team-count or members-per-team mode | — |
| 256 | PickRandom.online Random Team Generator | 3 | Private cryptographic browser-side random teams with no account | privacy-friendly |
| 257 | pyslackrandomcoffee | 3 | Open-source Slack random-coffee pair bot with recent-repeat avoidance | multi-round |
| 258 | Quick Pick Team Generator | 3 | Simple random teams with optional skill balancing and share/fullscreen controls | constraints |
| 259 | Randly Group Generator | 3 | Clean no-account random groups with multiple generated draws | privacy-friendly |
| 260 | Random Peak Création de groupes | 3 | French random group generation with multiple generated alternatives and copy output | — |
| 261 | RandomGenerator.one Random Generator Pairs | 3 | Random pair generator with color-coded cards and odd-person handling | — |
| 262 | Roulette Rush Team Generator | 3 | Visual marble-race team picker with weighted entries and no-signup flow | privacy-friendly |
| 263 | Ruletaa Random Team Generator | 3 | Browser-local random groups with dedupe and CSV/image download | strong-exports |
| 264 | Simple Toolz Random Group Generator | 3 | Client-side random group generator with copy result | privacy-friendly |
| 265 | SpinnChoose Random Team Generator | 3 | Casual sports, gaming, and classroom team splits with list/bracket views | — |
| 266 | SpinOfLuck Team Picker Wheel | 3 | Ad-free wheel-based team picking with pick counts, weights, saved rosters, and fullscreen | — |
| 267 | SpreadsheetPlanet Random Group Generator | 3 | Spreadsheet tutorial-site group calculator with count/size modes and copy output | — |
| 268 | Steven Mi Group Generator | 3 | Tiny static random subgroup generator | privacy-friendly, basic-randomizer |
| 269 | TeacherWorksheetGenerator Student Group Generator | 3 | Fast classroom grouping with print/reset controls | basic-randomizer |
| 270 | Top Teacher Group Maker Digi-Tool | 3 | Subscription teacher digi-tool with manual/auto grouping, saved student lists, configurations, and points | constraints |
| 271 | Utility Tools Random Team Generator | 3 | Basic browser-side random team splitting with quick team-count controls | basic-randomizer |
| 272 | UtilityNestAI Team Generator | 3 | Small team splits with individual entry, skill-balance option, custom names, share, and export | constraints, ai-assisted |
| 273 | WheelPlay Team Picker Wheel | 3 | Visual team picking with CSV export, representatives, and label/gender distribution options | constraints, strong-exports |
| 274 | WTools Random Team Generator | 3 | Simple team picker with team-count preset and shuffle-again | basic-randomizer |
| 275 | AllTools.dev Random Team Generator | 2.9 | Crypto-random browser-side teams with print and share URL | — |
| 276 | Classroom.Group Online Group Generator | 2.9 | Teachers who want a simple local web splitter and may later upgrade to the iOS Groups app | — |
| 277 | DecideHub Team Generator | 2.9 | Sports-style two-to-six-team splits with copy and local saved rosters | privacy-friendly |
| 278 | DecisionFlip Team Picker | 2.9 | Basic random teams with balanced/random/snake distribution modes | — |
| 279 | FindUtils Random Picker / Team Mode | 2.9 | Privacy-leaning browser-side team splits inside a multipurpose random picker | — |
| 280 | FunRandomPickers Random Team Generator | 2.9 | Simple visual team cards with copy/share and fullscreen | — |
| 281 | FunToSpin Team Generator | 2.9 | Simple classroom team generator | basic-randomizer |
| 282 | LDDGO Random Group Generator | 2.9 | Random group generator with TXT/XLSX import and TXT/XLSX downloads | strong-exports |
| 283 | Linkorama Zufallsgenerator Gruppen bilden | 2.9 | German random group generator with size/count modes | privacy-friendly, basic-randomizer |
| 284 | Microsoft Excel | 2.9 | Spreadsheet users who want local files or organization-controlled rosters | constraints, strong-exports |
| 285 | OnlineTool.me Random Team Generator | 2.9 | Basic random team generator with share-link control | basic-randomizer |
| 286 | PickerBot Team Generator | 2.9 | Animated random team generator with dark/light mode | basic-randomizer |
| 287 | QuickWheelSpin Team Picker | 2.9 | Visual basic team picking with copy/share-image outputs | — |
| 288 | Random Letter Generator Group Generator | 2.9 | Polished simple random groups with paste input, group count, copy, and basic stats | — |
| 289 | RandomGenerator.one Random Generator Group | 2.9 | Group-size randomizer with copy output | basic-randomizer |
| 290 | RandomGroup.online | 2.9 | Multilingual basic random groups with copy, TXT, and Excel export | — |
| 291 | RandomGroup.org Random Group Generator | 2.9 | No-account random groups with TXT/CSV export | strong-exports |
| 292 | RandomizerKits Random Group Generator | 2.9 | Multilingual random group generator with count/size modes | basic-randomizer |
| 293 | RandomPickerWheel Team Generator | 2.9 | Simple multilingual browser random team generator using crypto randomness | — |
| 294 | RapidWebApp Random Team Generator | 2.9 | Iframe-based random teams with custom names, leaders, copy, and image export | — |
| 295 | Spinwheely Random Team Generator | 2.9 | Visual browser-side random teams with PDF, CSV, and text export | strong-exports |
| 296 | TeamShufflr | 2.9 | In-person workshops that want printable team cards rather than a normal result table | — |
| 297 | TrumpExcel Random Team Generator | 2.9 | Simple local random groups with spreadsheet-friendly output | strong-exports |
| 298 | Wanglitou List Randomizer with Teams | 2.9 | Seedable list randomization and simple team output with copy/TXT download | — |
| 299 | Wheelpick Team Generator | 2.9 | Polished no-account browser-side random teams from a saved roster | — |
| 300 | Zoom breakout room assignment | 2.9 | Assigning live meeting participants directly into Zoom rooms | constraints |
| 301 | A Lot Of Tools Team Generator | 2.8 | Basic team generator with add-name workflow and copy-oriented results | basic-randomizer |
| 302 | AIOneTools Random Team Generator | 2.8 | Simple browser-side random groups with shuffle and clean team cards | ai-assisted |
| 303 | bCalculator Random Team Generator | 2.8 | Basic random team generator with verified two-team output | basic-randomizer |
| 304 | CalcTools.online Random Team Generator | 2.8 | Utility-site team generator with count/member modes | basic-randomizer |
| 305 | CalculationClub Random Team Generator | 2.8 | Basic random team generator with equal/unequal distribution toggle | basic-randomizer |
| 306 | Cojoro Team Generator | 2.8 | Standalone team generation with custom team names, leader selection, and multiple export formats if certificate warnings are acceptable | strong-exports |
| 307 | DiceGameHub List Randomizer & Team Generator | 2.8 | Simple team generation with copy-all and image download | — |
| 308 | EasyEduTools Group Maker | 2.8 | Productized teacher group maker with roster sync, drag/drop, save, presentation order, and PDF/copy claims | — |
| 309 | Games by Marco Team Generator | 2.8 | Minimal private-ish random teams with team-count or team-size mode | privacy-friendly, basic-randomizer |
| 310 | Generate-Random.org Random Team Generator | 2.8 | Simple random teams with strong text/CSV/JSON exports if hosted processing is acceptable | strong-exports |
| 311 | GeneratorHub Random Team Generator | 2.8 | Basic random team generator with optional custom team names | — |
| 312 | GeneratorSuite Random Team Generator | 2.8 | Random team generator with members-per-team and number-of-teams controls | basic-randomizer |
| 313 | GetRandomTools Random Grouping | 2.8 | Multilingual random grouping utility with file/list input and configurable separator | — |
| 314 | Google Sheets | 2.8 | Spreadsheet users willing to build their own random grouping template | constraints, strong-exports |
| 315 | GoOnlineTools Random Group Generator | 2.8 | Simple random groups with a modern UI, regenerate, statistics, and possible copy/download/share icons | constraints |
| 316 | Groupify | 2.8 | Generated/manual/file member grouping tool with random grouping and Excel-style output claims | privacy-friendly |
| 317 | Gynzy Group Maker | 2.8 | Interactive whiteboard random groups inside Gynzy | — |
| 318 | InkPx Random Group Generator | 2.8 | Simple group-count splits with remembered local input history | — |
| 319 | iwoithe Random Group Generator | 2.8 | Open-source cross-platform random group generator repository | — |
| 320 | James Baum Team Generator | 2.8 | Classic team generator with themed team names | basic-randomizer |
| 321 | Kody Tools Random Team Generator | 2.8 | Simple utility-site random team generator with copy/share controls | basic-randomizer |
| 322 | Kordu Team Randomizer | 2.8 | Clean browser-side random teams with re-roll and copy | — |
| 323 | Lettre Aléatoire Générateur d’équipes | 2.8 | Simple French random team splitter | — |
| 324 | Online-Calculator.org Random Team Generator | 2.8 | Basic random team generator with verified two-team output | basic-randomizer |
| 325 | OnlTools Random Group Generator | 2.8 | Simple online random groups with by-size and by-number modes | — |
| 326 | Paji Lots Team Grouping | 2.8 | Browser-side random team grouping with CSPRNG | — |
| 327 | Pradoy Random Team Generator | 2.8 | Random teams with max-size mode and themed team names | — |
| 328 | Random Group Generator Chrome Extension | 2.8 | Chrome extension for Excel/CSV random groups | strong-exports |
| 329 | Random Question Maker Random Team Generator | 2.8 | Basic team generator embedded in a question-site tools page | basic-randomizer |
| 330 | Random Team Generator Android App | 2.8 | Android team generator with group management and manual assignment | — |
| 331 | Randomdo Random Group Generator | 2.8 | Minimal group-size randomizer with shuffle/reset and optional numbering | privacy-friendly, basic-randomizer |
| 332 | RandomGenerator.org Random Team Generator | 2.8 | Simple browser-local random team splitter with multilingual routes | — |
| 333 | RandomLists.top Team Generator | 2.8 | Simple large-list random teams with rename, upload, copy, and save | — |
| 334 | RandomlyFun Random Team Generator | 2.8 | Casual 2–6 team splits with reroll/copy/share | — |
| 335 | Spin Name Picker Team Generator | 2.8 | Wheel/name-picker site with a dedicated team-generation mode | — |
| 336 | Spinnee | 2.8 | Browser-local spinning wheel for random selection, classroom picks, raffles, and lightweight group-formation workflows | — |
| 337 | SpinPickOnline Team Picker | 2.8 | Wheel-styled team generation with bulk add, regenerate, and share results | — |
| 338 | SpinTheWheel.dev Team Picker Wheel | 2.8 | Wheel-based team picker with weights, import/export JSON, history, print, and themes | — |
| 339 | teamX | 2.8 | Random team generator with saved lists, team-size mode, and power-player marking | constraints |
| 340 | The Decider Team Generator | 2.8 | Quick random teams with by-count/by-size mode, reshuffle, and copy | — |
| 341 | Thunderbit Random Team Generator | 2.8 | Quick random teams with CSV download if hosted processing and marketing funnel are acceptable | strong-exports |
| 342 | ToolHane Takım Oluşturucu | 2.8 | Turkish simple random team creator with sport presets | — |
| 343 | ToolsJam Group Generator | 2.8 | Classroom group generator tied to shared student roster tools | — |
| 344 | TPT Small Group Generator | 2.8 | Paid Teachers Pay Teachers small-group template with data-driven grouping claims | constraints |
| 345 | Ubikami Random Team Generator | 2.8 | Simple random team generator with generated results | basic-randomizer |
| 346 | UD5 Random Team Generator | 2.8 | Simple local team splits with cleanup, custom prefix, history, and export menu | — |
| 347 | Utilizor Random Team Generator | 2.8 | Simple random team generator with creative team-name claims | — |
| 348 | Vertex42 Random Group Generator Template | 2.8 | Spreadsheet users who want a downloadable Excel/Google Sheets random grouping template | strong-exports |
| 349 | VirtualEscapeRooms Random Group Generator | 2.8 | Escape-room themed squad generator for team-building groups | basic-randomizer |
| 350 | WhatDo Team Splitter | 2.8 | Simple Korean random team splitter with accessibility display controls | — |
| 351 | YesNoWheel Picker Random Team Generator | 2.8 | Basic browser-side random teams with bulk add and file import | — |
| 352 | Be Youthful Random Team Maker | 2.7 | Pair/team maker with CSV download and shuffle again | strong-exports |
| 353 | ClassDojo Group Maker | 2.7 | Teachers already using ClassDojo who want quick classroom groups | constraints |
| 354 | CodeBeautify Random Team Generator | 2.7 | Ad-supported quick random teams with per-team copy/download controls | — |
| 355 | Fun Group Names Random Team Generator | 2.7 | A content-site group randomizer if the embedded script works in your browser | — |
| 356 | Group Assigner | 2.7 | Quick classroom or workshop groups with random team names and focus mode | — |
| 357 | HyperToolbox Random Group Generator | 2.7 | Browser-side random grouping with group-count and members-per-group modes | — |
| 358 | Madelife Team Splitter | 2.7 | Basic comma-separated random team splitter for classrooms/offices/events | — |
| 359 | Nancy's Hearth Random Team Generator | 2.7 | Very simple random teams for virtual game nights | privacy-friendly, basic-randomizer |
| 360 | Online Stopwatch Random Group Generator | 2.7 | Classroom presentation-style random groups with animated reveals | strong-exports |
| 361 | Orgise Random Group Generator | 2.7 | Tiny GitHub Pages random group generator with group-count or people-per-group modes | privacy-friendly, basic-randomizer |
| 362 | RandomTools.app Random Team Generator | 2.7 | Simple random teams with copy output and recent-draw history | — |
| 363 | Spin Numbers Make Random Teams | 2.7 | Quick local random team splits with copy-only output | basic-randomizer |
| 364 | SpinDrop Groepjesmaker | 2.7 | Dutch random group maker with people-per-group mode | basic-randomizer |
| 365 | Suijidaquan Random Grouping Generator | 2.7 | Multilingual random grouping page with share and configurable randomization | basic-randomizer |
| 366 | Super Teacher Tools Classroom Seating / Groups | 2.7 | Teachers who want saved class rosters plus simple random classroom groups | — |
| 367 | Teacher Commons Group Maker | 2.7 | Minimal classroom group maker from a teacher-tool site | basic-randomizer |
| 368 | Transum Random Student Generator | 2.7 | Teacher student arranger with saved class list and group-count arrangements | — |
| 369 | UD5 Team Randomizer | 2.7 | Simple team randomizer with count/size modes and copy results | — |
| 370 | UtilityKit Random Team Generator | 2.7 | Simple browser-side random squads on a low-friction page | privacy-friendly, basic-randomizer |
| 371 | Vibox Random Team Generator | 2.7 | Tiny no-account random team splitting with team-count or people-per-team mode | basic-randomizer |
| 372 | VisualTimer Random Group Generator | 2.7 | Simple classroom random groups with reveal mode | privacy-friendly |
| 373 | WayToLearnX Random Team Generator | 2.7 | Utility-site random team generator with group/member count inputs and share link | basic-randomizer |
| 374 | Webby Student Group Generator | 2.7 | Quick classroom random groups with printable PDF output | — |
| 375 | WebCatalog Random Group Generator App | 2.7 | Desktop-app wrapper/listing for a random group generator with constraints and export claims | constraints |
| 376 | WheelOfNamesPicker Team Generator | 2.7 | Simple team generator with equal-size/random-size modes and sample names | — |
| 377 | WordMint Random Group Generator | 2.7 | Simple classroom groups with a copy-to-clipboard button | — |
| 378 | Ahsan Kamal Group Formation Tool | 2.6 | Open-source Spring Boot CATME-style student group-formation project | constraints |
| 379 | AnyTextEditor Random Team Generator | 2.6 | Ad-heavy basic random team generator | basic-randomizer |
| 380 | CalculatingHub Random Team Generator | 2.6 | Separator-based random team generator with duplicate removal | basic-randomizer |
| 381 | CBC Tools Random Groups | 2.6 | Static roster-based random groups app | privacy-friendly, basic-randomizer |
| 382 | Euan Riggans Team Builder | 2.6 | Tiny local random team splitting with save/load for the roster | privacy-friendly, basic-randomizer |
| 383 | Fotify Speed Dating Event Planner | 2.6 | Quick speed-dating event timing plans | multi-round |
| 384 | Games4esl Random Group Generator | 2.6 | Teachers who want quick random classroom groups and a printable PDF | basic-randomizer |
| 385 | Juicy Tools Group Maker | 2.6 | Teacher suite group maker with free-trial account flow | — |
| 386 | LiteTools Team Picker Wheel | 2.6 | Ad-supported team picker wheel with team-count control | basic-randomizer |
| 387 | Lommeregnere Random Team Generator | 2.6 | Danish-language random team generator with names textarea and team count | basic-randomizer |
| 388 | RakkoTools Random Group Generator | 2.6 | Basic random groups with CSV export | strong-exports |
| 389 | Random Number Lab Groups Generator | 2.6 | Research-style number group generator for random sampling and subject assignment | privacy-friendly |
| 390 | RandomHub Random Group Generator | 2.6 | Minimal no-account random group splits with copy output | — |
| 391 | RandomTools.io Team Generator | 2.6 | Ad-supported random team splitter with copy, print, and Excel export claims | — |
| 392 | SmartFreeTools Team Generator | 2.6 | Random team draw page with copy/Excel/print/PDF features described | — |
| 393 | SpinTheWheel.io Team Draw Generator | 2.6 | Randomly pairing teams from two pots, not forming teams from people | — |
| 394 | Teacher Toolset Random Group Maker | 2.6 | Classroom random groups when teachers can add/import a roster and export text | — |
| 395 | TeachQuill Classroom Group Generator | 2.6 | AI-assisted classroom grouping drafts from natural-language constraints | constraints, ai-assisted |
| 396 | Toolita Team Picker | 2.6 | Casual random teams or fixed-size groups when ad/cookie load is acceptable | — |
| 397 | Versakit Group Generator | 2.6 | Clean no-account random groups with copy/text download | privacy-friendly, basic-randomizer |
| 398 | Wheel of Decision Team Generator | 2.6 | Simple team generation with history/statistics and local participant state | — |
| 399 | AgentCalc Random Team Generator | 2.5 | Educational simple random teams with clear algorithm explanation | — |
| 400 | Comment Picker Random Team Generator | 2.5 | Basic random teams with stronger copy/print/Excel output | strong-exports |
| 401 | GraphPad QuickCalcs Random Assignment | 2.5 | Research subject randomizer for treatment-group assignment and within-group shuffling | — |
| 402 | IOTools Random Team Generator | 2.5 | Basic random teams with duplicate removal, file import, copy buttons, and a client-side workflow | — |
| 403 | MainFacts Random Team Generator | 2.5 | Older random team/group generator with delimiter options and multiple split results | basic-randomizer |
| 404 | NameGenHub Name Group Generator | 2.5 | AI-assisted name grouping with natural-language directives and copy output | constraints, ai-assisted |
| 405 | PiliApp Random Team Generator | 2.5 | Localized simple team splitting with copy and saved session data | — |
| 406 | Random Choice Generator Random Team Generator | 2.5 | Very simple browser team splitting with shareable name-list URLs | basic-randomizer |
| 407 | Random Team Generator GitHub App | 2.5 | Open-source, no-account random teams when privacy and simplicity matter more than features | privacy-friendly, basic-randomizer |
| 408 | RandomGenerator.com.au Random Group Generator | 2.5 | Basic target-group-size grouping with copy-all output | basic-randomizer |
| 409 | RandomGroupGenerator.co | 2.5 | A clean, private, one-screen random split when exports do not matter | privacy-friendly, basic-randomizer |
| 410 | RandomTeamGenerator Discord App | 2.5 | Discord bot for creating random teams in gaming/community servers | — |
| 411 | RandoTools Random Team Generator | 2.5 | Quick private-ish two-mode team splitting with per-team copy | basic-randomizer |
| 412 | Randzy Team Generator | 2.5 | Simple add-name random team generator | basic-randomizer |
| 413 | SpinTheNamePicker Team Generator | 2.5 | Quick sports/classroom team splits with equal-size or random-size mode | — |
| 414 | SpinYourPick Team Splitter | 2.5 | Team splitter with local history | basic-randomizer |
| 415 | The Word Finder Random Group Generator | 2.5 | Basic random groups with duplicate removal and custom group title fields | — |
| 416 | Togarci GroupGenerator | 2.5 | Portuguese GitHub Pages random group generator with one-by-one name entry | privacy-friendly, basic-randomizer |
| 417 | UTEKAR Random Team Generator | 2.5 | Browser-side roster splitting with attributes and CSV/JSON export when randomization and multi-round quality do not matter | constraints, strong-exports |
| 418 | Virtual Science Teachers Random Group Generator | 2.5 | Classroom number-based group generator for student-number assignments | privacy-friendly, basic-randomizer |
| 419 | A School Random Pair Generator | 2.4 | Very basic classroom random groups with max-size or group-count modes | — |
| 420 | AddressGenerator Random Team Generator | 2.4 | Basic ad-supported random team generator | basic-randomizer |
| 421 | ChooseRandom Groups | 2.4 | Simple online group generator with comma/enter participant entry and optional public raffle workflow | basic-randomizer |
| 422 | ClassTools24 Random Group Generator | 2.4 | Simple random groups with fullscreen display and basic click-to-copy behavior | basic-randomizer |
| 423 | GIGAcalculator Random Team Generator | 2.4 | Quick random sports/team splits when per-team copy is enough | basic-randomizer |
| 424 | GroupGen | 2.4 | Open-source offline/privacy-respecting random group generator repository | — |
| 425 | Matthew Bickell Random Group Generator | 2.4 | Tiny comma-separated random group generator | privacy-friendly, basic-randomizer |
| 426 | Picker Online Wheel Team Picker | 2.4 | Simple multi-step random team wheel with custom team-name positioning | basic-randomizer |
| 427 | Random Generator Tools Random Group Generator | 2.4 | Tiny people-per-group random splitter with paste input | basic-randomizer |
| 428 | Saiful Islam GroupMaker | 2.4 | Tiny comma-separated group maker with fixed group-size buttons | privacy-friendly, basic-randomizer |
| 429 | Saroj Meher Random Group Generator | 2.4 | Decorated random group output with color and image download options | — |
| 430 | Semantic Pen Random Team Generator | 2.4 | AI prompt-based random team generator page | constraints, ai-assisted |
| 431 | TA Easy Random Group | 2.4 | Very simple no-account random groups when export and rules do not matter | basic-randomizer |
| 432 | ToolPrime Random Team Generator | 2.4 | Basic random teams with TXT download | basic-randomizer |
| 433 | University of Edinburgh Group Allocator | 2.4 | Bare-bones random groups with CSV download | privacy-friendly, strong-exports, basic-randomizer |
| 434 | Wheelzify Random Team Generator Wheel | 2.4 | Presentation-style wheel-based team picking rather than one-click team splitting | — |
| 435 | Aslin Joel Team Randomizer | 2.3 | Small GitHub Pages team/random-person randomizer | privacy-friendly, basic-randomizer |
| 436 | CommonTools Random Team Generator | 2.3 | Basic random groups with TXT download | basic-randomizer |
| 437 | Effie Random Group Generator | 2.3 | A quick no-account two-or-more group split on Effie’s site | basic-randomizer |
| 438 | Flippity Random Name Picker | 2.3 | Spreadsheet-backed classroom grouping and quick random teams | — |
| 439 | GeneratorMix Random Team Generator | 2.3 | Very basic random team splitter on a generator directory site | basic-randomizer |
| 440 | Group M4ker | 2.3 | Field-trip/class group maker driven by uploaded student lists | privacy-friendly |
| 441 | Icebreaker Games Random Group Generator | 2.3 | Fast icebreaker groups when copy-only output is enough | — |
| 442 | OpenEduCat AI Group Generator | 2.3 | Institutions already evaluating OpenEduCat, not quick public grouping | constraints, ai-assisted |
| 443 | Random Name Picker Team Generator | 2.3 | Older team generator with name-set support and members-per-team input | basic-randomizer |
| 444 | RandThings Random Team Generator | 2.3 | No-frills random teams from pasted names | basic-randomizer |
| 445 | Research Randomizer | 2.3 | Research random-number generator for assigning participants to conditions | basic-randomizer |
| 446 | SoulATools Random Picker / Team Picker | 2.3 | Casual team splitting inside a broader random-picker tool | — |
| 447 | SpinWheelNames Random Team Generator | 2.3 | Wheel-based visual team assignment | basic-randomizer |
| 448 | Warren Institute Random Groups Generator | 2.3 | Bare-bones classroom/team random grouping | basic-randomizer |
| 449 | Alien Fusion Generator Random Group Generator | 2.2 | Basic random groups with copy/download on an ad-heavy page | basic-randomizer |
| 450 | Applorium Random Group Generator | 2.2 | One-off random teams on a quiet, low-friction blog page | basic-randomizer |
| 451 | FlexOS Random Group Generator | 2.2 | Tiny comma-separated team splits on a future-of-work blog page | basic-randomizer |
| 452 | GroupGenerator.top | 2.2 | Trying a simple random split with experimental AI-style instructions | basic-randomizer, ai-assisted |
| 453 | Homeschool of 1 Random Team Generator | 2.2 | Embedded classroom/homeschool team splitter inside an ad-heavy article | — |
| 454 | MiniWebTool Random Group Generator | 2.2 | Fast basic web groups with arbitrary group size or team count | — |
| 455 | Online Stopwatch Random Magic Hat Group Generator | 2.2 | Classroom display novelty when animated sorting matters more than features | basic-randomizer |
| 456 | Peliah RandomGenerator | 2.2 | Open-source Tkinter desktop random group generator | basic-randomizer |
| 457 | PickJa Random Group Generator | 2.2 | Quick no-account random groups with group-count or members-per-group mode | — |
| 458 | QuizBreaker Team Generator | 2.2 | Not recommended; basic space-separated random teams on a QuizBreaker marketing page | basic-randomizer |
| 459 | Random Group Generator Chrome Extension | 2.2 | Chrome users who want a tiny local random-group popup | privacy-friendly, basic-randomizer |
| 460 | Random Group Generator Firefox Add-on | 2.2 | Firefox add-on for simple locally saved random groups | basic-randomizer |
| 461 | RandomGenerate.io Random Team Generator | 2.2 | Basic random teams on a general random-generator site | basic-randomizer |
| 462 | RandomLists Random Team Generator | 2.2 | Simple random teams from a pasted list | basic-randomizer |
| 463 | RandomReady Random Group Generator | 2.2 | Very simple random group splits | basic-randomizer |
| 464 | Spin the Crocodile Team Picker | 2.2 | Visual team-member picker for captains, roles, and small classroom/team selections | basic-randomizer |
| 465 | UltimateSolver Random Groups | 2.2 | Privacy-conscious basic random groups with cryptographic server randomness | basic-randomizer |
| 466 | Group Randomizer Vercel App | 2.1 | Specialized spreadsheet-driven group randomizer for multi-day/group workflows | privacy-friendly |
| 467 | HeySpinner | 2.1 | Public wheel spins when you want a visual random picker, not automatic team splitting | basic-randomizer |
| 468 | iLeren Groepenmaker | 2.1 | Dutch-speaking teachers who need a tiny no-account classroom splitter | privacy-friendly, basic-randomizer |
| 469 | ImageCompresser Random Team Generator | 2.1 | Basic random teams on an ad-supported utility site | basic-randomizer |
| 470 | Mega Seating Plan Free Random Group Maker | 2.1 | Teachers who already use Seating Plan class lists | basic-randomizer |
| 471 | Microapp Team Generator | 2.1 | A minimal team split if you tolerate the consent wall | basic-randomizer |
| 472 | My2lbox Random Group Generator | 2.1 | Tiny random or level-weighted groups when privacy/ad-tech tradeoffs are acceptable | constraints |
| 473 | Random Teams Generator Android App | 2.1 | Simple Android random teams with generated names and flags | basic-randomizer |
| 474 | RandomTeams.net | 2.1 | Very simple team-size splitting with generated funny team names | basic-randomizer |
| 475 | Repixify Random Team Generator | 2.1 | Users who specifically want leader markers and custom team names and do not care about ad-tech | — |
| 476 | 1minusbeta Name Group Generator | 2 | Ultra-minimal name grouping | privacy-friendly, basic-randomizer |
| 477 | BestRandoms Random Team Generator | 2 | Very basic ad-supported random group generation | basic-randomizer |
| 478 | Breno Design Group Generator | 2 | Small rosters where you want to click-select names and make quick visual groups | basic-randomizer |
| 479 | Calculate.co.nz Random Team Generator | 2 | One-off random teams when page-only output is enough | basic-randomizer |
| 480 | GoSpinWheel Random Group Generator | 2 | Live wheel-based team assignment when presentation matters more than balanced rosters | basic-randomizer |
| 481 | PinCalculator Random Group Generator | 2 | Tiny no-account random groups when one-by-one name entry is acceptable | basic-randomizer |
| 482 | RandomCount Team Generator | 2 | Tiny groups where adding names one at a time is acceptable | basic-randomizer |
| 483 | Terrific Tools Random Group Generator | 2 | People who want a small browser tool with individual member entry and simple group-size controls | — |
| 484 | MadeInText Random Group Generator | 1.9 | Very simple one-off random groups when privacy does not matter | basic-randomizer |
| 485 | PureTables Random Group Generator | 1.9 | Very basic page-only random teams | basic-randomizer |
| 486 | Sheffield Hallam TEL-e-vision Group Maker | 1.9 | Very quick no-account random classroom groups | basic-randomizer |
| 487 | Web0 Random Team Generator | 1.9 | Ultra-minimal local random groups | privacy-friendly, basic-randomizer |
| 488 | ClassTools Random Group Generator | 1.8 | Very quick classroom group splits | basic-randomizer |
| 489 | Musely Team Builder Generator | 1.8 | Not recommended unless Musely verification works for the user | constraints, ai-assisted |
| 490 | Schule Dietmannsried Gruppen Generator | 1.8 | Bare-bones German classroom group splitting | privacy-friendly, basic-randomizer |
| 491 | Wheel Decide Random Team Generator | 1.8 | Manual wheel-based team selection with add/remove segments | basic-randomizer |
| 492 | Wheel of Names | 1.8 | Random picking, raffles, and manual group-building workarounds | basic-randomizer |
| 493 | AhaSlides Random Team Generator | 1.7 | AhaSlides users who already want random-team generation inside an interactive presentation workflow | basic-randomizer |
| 494 | BasedLabs Random Team Generator with Conditions | 1.6 | Prompt ideas for AI-assisted grouping, not a structured group generator | constraints, basic-randomizer, ai-assisted |
| 495 | FreeTextTools Random Team Generator | 1.6 | Feature-rich-looking team generator that did not produce visible teams in testing | — |
| 496 | BasedLabs Random Group Generator | 1.4 | Prompt examples for AI group formation, not a dependable generator | constraints, basic-randomizer, ai-assisted |
| 497 | Wordwall Random Team Generator Resource | 1.4 | A prebuilt Wordwall spin-wheel activity, not a real group generator | basic-randomizer |
| 498 | DecisionMakerTool Team Picker | 1.3 | A visual picker page, not a real team generator | basic-randomizer |
| 499 | Teach Starter Random Name Picker | 1.1 | Picking one student at a time, not generating groups | basic-randomizer |
| 500 | RemagineAI Random Group Generator | 1 | Not recommended as a standalone group generator | basic-randomizer, ai-assisted |
| 501 | Huqiu Random Group Generator | 0.5 | Not recommended; page was inaccessible during review | basic-randomizer |
If a tool changed, a feature is missing, or a rating seems unfair, please open an issue:
- Correction request — factual changes, broken links, feature updates
- Rating dispute — explain which rating seems unfair and provide evidence
- New tool suggestion — propose a group generator that should be reviewed
Good reports include a URL, reproduction steps, screenshots if useful, and a short explanation of why the current data is wrong. Final ratings remain editorial, but well-supported corrections are welcome.
Included tools may be:
- random group generators
- team pickers
- classroom group makers
- breakout-room assignment tools
- social-golfer / repeat-minimization schedulers
- spreadsheet or AI workarounds when people realistically use them for grouping
Tools that do not generate groups at all may be rejected or kept only as low-rated workaround entries. Sales-gated commercial platforms and adjacent event-networking products are tracked separately and are not star-rated unless a self-serve generator, open demo, or runnable implementation can be reviewed. Resources explicitly checked and rejected from the ranked dataset may also be recorded in the reviewed out-of-scope list.
See LICENSE.md. In short: scripts are MIT licensed; review data and written content are published under CC BY 4.0.