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docs: add 3-model Kimi finetuning metrics comparison - #38

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docs: add 3-model Kimi finetuning metrics comparison#38
wyvern8 wants to merge 1 commit into
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cursor/kimi-metrics-comparison-md-cde6

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@wyvern8 wyvern8 commented Jul 23, 2026

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Adds a markdown report capturing the execution metrics from three parallel Cloud Agent runs (Grok 4.5, Composer 2.5, Opus 4.8) on the "Kimi finetuning process metrics" task.

Saved to analysis/kimi-finetuning-model-metrics-comparison-2026-07-23.md alongside existing analysis reports.

Includes:

  • Wall-clock duration, tool calls, token estimates, and cost estimates per model
  • Tool usage breakdown
  • Pricing basis and Kimi fine-tuning content summary
  • Takeaways and data source notes
Open in Web Open in Cursor 

Save the Grok 4.5, Composer 2.5, and Opus 4.8 parallel run metrics
as a markdown report under analysis/.

Co-authored-by: AV <wyvern8@users.noreply.github.com>
Copilot AI review requested due to automatic review settings July 23, 2026 09:28

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Pull request overview

Adds a new analysis report documenting and comparing prompt-execution metrics from three parallel Cursor Cloud Agent runs (Grok 4.5 High, Composer 2.5, Opus 4.8 Thinking High) on the “Kimi finetuning process metrics” task.

Changes:

  • Adds a markdown report with run metadata, primary execution metrics, tool usage breakdown, pricing basis, and takeaways.
  • Captures data sources and a summary of the Kimi fine-tuning guidance produced by the agents.

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| Tool type | **Grok 4.5** | **Composer 2.5** | **Opus 4.8** |
|---|---|---|---|
| `web_search` | 2 | 2 | 1 |
| `mcp` (cursor-cloud) | 2 | 2 | 0 |
@wyvern8 wyvern8 closed this Sep 6, 2026
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3 participants