Product quality, made inspectable

Compare runs.
Calibrate judgment.

A transparent quality gate for teams that need to see where automated checks agree with human review—and where they do not.

Launch posture Loading Reading comparison report…

01 / Run comparison

Same cases.
Visible deltas.

02 / Case anatomy

Find the
spread.

03 / Human calibration

Automation is
a hypothesis.

Use your own evidence

Bring provider outputs.
Keep the scoring contract.

llm-eval-compare \
  --dataset datasets/v1/product-support.jsonl \
  --run openai=outputs/openai.jsonl \
  --run anthropic=outputs/anthropic.jsonl \
  --human-ratings reviews/human.jsonl \
  --output reports/comparison.json

Compare runs.Calibrate judgment.

Same cases.Visible deltas.

Find thespread.

Automation isa hypothesis.

Bring provider outputs.Keep the scoring contract.

Compare runs.
Calibrate judgment.

Same cases.
Visible deltas.

Find the
spread.

Automation is
a hypothesis.

Bring provider outputs.
Keep the scoring contract.