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compare-results
Establish baseline-vs-candidate evaluation plans, delegate missing evaluations, compare validated results, and decide quantization feasibility. Use when the user asks to compare baseline vs quantized runs, explain an accuracy drop/regression, verify whether a quantized checkpoint is acceptable, or compare NEL/MLflow evaluation outputs. Do NOT use for generic single-model evaluation without comparison intent (use evaluation), live NEL status/debugging (use launching-evals), or generic MLflow browsing without a comparison goal (use accessing-mlflow).
Why this score
This repo hosts 10 skills, so its 5,374 stars are split between them (about 537 each) for scoring.
Popularity score: 77/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit f1d68fd4dd50, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onecompare-results NVIDIA/Model-Optimizer · Skill | 77 | ★ 5.4k | ≈143 always | 16d ago |
| analyze-results wanshuiyin/Auto-claude-code-research-in-sleep · Skill Both about result and compare | 83 | ★ 18k | ≈49 always | 16d ago |
| compare fcakyon/phd-skills · Skill Both about compare and mlflow | 64 | ★ 424 | ≈95 always | 24d ago |
| investigating-eval-results GoogleChrome/modern-web-guidance-src · Skill Same job: ai engineering | 69 | ★ 1.2k | ≈29 always | 16d ago |
| compare-codebases kucherenko/jscpd · Skill Both about compare and result | 80 | ★ 6.4k | ≈100 always | 16d ago |
| tika-eval-compare apache/tika · Skill Same job: ai engineering | 77 | ★ 4.1k | ≈23 always | 16d ago |