Meta-eval: (7/7) Estimate meta-eval tokens and OpenRouter reference cost - #107
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ErlisLushtaku wants to merge 5 commits into
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Meta-eval: (7/7) Estimate meta-eval tokens and OpenRouter reference cost#107ErlisLushtaku wants to merge 5 commits into
ErlisLushtaku wants to merge 5 commits into
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Each judge pass records chars/4 token counts and, when a local openrouter_pricing.json is present, an estimated USD cost. Nothing is fetched at runtime. swap_mode=both bills both passes because each orientation is its own annotation row.
The report dump drops None values, so a run without local OpenRouter pricing silently lost both cost keys from results.json instead of reporting them as null. They now carry NaN, which the artifact writer maps to JSON null the way it already does for a degenerate run's kappa.
# Conflicts: # README.md # judgearena/benchmarks/meta_eval/annotate.py
ErlisLushtaku
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ErlisLushtaku
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August 17, 2026 09:21
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I think we should implement a class for tracking this so it gets updated for each of the pipeline and not just meta-evaluation: because we would like to also know the cost for other pairwise/elo/mt-bench pipelines. |
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Description
Note
Packaged meta-eval split from closed PR #76. Meta-eval does not use the unified
do_inferencecache, and the cache stack (#94-#100) does not wire it up either: caching will be added to meta-eval once those PRs are merged.Each judge pass records chars/4 token counts and, when a local
openrouter_pricing.jsonis present, an estimated USD cost. Nothing is fetched at runtime. Missing pricing leaves cost null.swap_mode=bothbills both passes because each orientation is its own annotation row.This is stacked on #106.