Validation report

Export

Per-tile deterministic chips · no LLM judge

⏱ latency
end-to-end response time; orange = first turn per backend (carries model warmup).
chart refs
count of chart records cited — a COUNT, not a grounding/quality signal; the authoritative call is the human adjudication on each tile.
not surfaced
tokens / finish_reasons / response model — not returned by /chat (OTel-deferred).
ranking
drag tiles within a question to rank backends; rank + adjudication export to separate files.