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BotGauge retries, then tells you why

If the judge call fails for a temporary reason, BotGauge retries on its own. It makes up to 5 attempts spread over about 45 minutes, roughly 30 seconds, 2 minutes, 8 minutes, then 32 minutes, each with some randomness. A permanent failure is not retried. Spans whose judge never answered are refunded against your quota.
Two failed cells with cause pills and a retrying cell with a retry counter

Cells that have failed for good, and a cell that is retrying.

  1. Cause pill. “Judge not authorised”.
  2. Needs attention. No retry can fix this one.
  3. Cause pill. “Judge timed out”.
  4. Reason. A short detail from the judge call.
  5. Retry line. “Retry 2/5” with the time of the next attempt.
The cause appears in the cell and in its tooltip.

Failure causes

What the API returns

A cell that is waiting returns evaluation_state of pending, and a cell that is retrying returns retrying.
pending cell
retrying cell

Common questions

That is the quiet period. Wait, choose Score now, or shorten Wait before scoring on the judge.
Those rows are older than the moment you enabled the judge. Past data can only be added when a judge is first turned on. Duplicate the judge and turn the copy on with Include past spans, or wait for new traces.
The judge runs at session level. Open the Sessions tab.
The judge model’s credentials or setup need fixing by whoever runs your BotGauge deployment. Retrying will not help.
Past data can only be chosen when a judge is first turned on. Duplicate the judge and turn the copy on with Include past spans.
Text judges only grade agent, chain, LLM, and model spans. Tool calls and retrievals are skipped on purpose. Use a trace judge to include them.
Five different judges already run over the sample data. The sample is only for trying things out. Run the judge on your own data.
Span judges normally finish in seconds. If the fast path is unavailable, a catch-up job picks them up after about 5 minutes.
Sampling is decided once per item. To score older rows, duplicate the judge and turn the copy on with Include past spans.
Judges are AI models, and their verdicts are advisory. Span text goes into the judge’s prompt, so use Test on real examples and spot-check results.

Inspect and retry failed cells

Open BotGauge to view error causes in Logs and use Score now when a fix is in place.

Try BotGauge →