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christophevg / yoker-test / 33249262187
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DEFAULT BRANCH: master
Ran 29 Aug 2026 11:04AM UTC
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Files 10
Run time 1min
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29 Aug 2026 11:04AM UTC coverage: 97.674% (+0.2%) from 97.495%
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christophevg
feat(usage): capture backend credit usage and rank models by score-per-cost (P2.5.10)

Capture Ollama credit usage during evaluations via injected backend:
fetch_usage snapshots (session + weekly request deltas), with
quantized-zero persistence, negative-delta dropping, and usage-API
unavailability notes in test results.

Rank models by score-per-cost: a composite score (quality primary,
usage-weighted secondary) with weekly usage deltas in the quality
ranking and composite-proximity tie flagging in the console report.

- usage.py: extract/fetch normalized usage metrics from backend payloads
- runner.py: backend injection, snapshot cadence, circuit breaker,
  normalized usage deltas on TestResult
- schema.py: usage fields (requests/cost/usage_note) with round-trip
  compatibility for pre-existing results
- report.py: composite ranking, weekly delta column, proximity ties
- README.md: document usage capture and score-per-cost ranking
- tests: 415 tests, make check green

🤖 Implemented together with Yoker.

277 of 290 branches covered (95.52%)

Branch coverage included in aggregate %.

941 of 957 relevant lines covered (98.33%)

0.98 hits per line

Coverage Regressions

Lines Coverage ∆ File
2
98.2
-0.33% yoker_test/runner.py
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ID Job ID Ran Files Coverage
1 33249262187.1 29 Aug 2026 11:04AM UTC 10
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