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Quality

Calibration reports

Measured calibration and agreement per model version.

Every exact model version gets a calibration report, one per calibration version. Each response names its calibration version in the calibration field, so every answer traces back to the numbers here. See Calibration for how they are made, the data behind them and its known limits.

Current measurements

Model dex-1.0.1, calibration cal-20260926-1. Measured 2026-09-26 on Dex's production path in the EU. Evaluation set: Dex decision eval v1, test split: 300 items, 921 questions, English and Dutch; reference = average of gpt-5.3-chat and claude-opus-5 (they agree on 96.3%); temperatures fitted on the 100-item dev split.

Measurement Value
Agreement with reference labels, English and Dutch (921 questions) 82.3%
Agreement, English (465 questions) 84.9%
Agreement, Dutch (456 questions) 79.6%
Agreement, pick (400 questions) 83.0%
Agreement, check (353 questions) 90.4%
Agreement, rate (beta) (168 questions) 63.7%
Calibration error (ECE), all questions (921 questions) 0.044
Calibration error (ECE), pick (400 questions) 0.048
Calibration error (ECE), check (353 questions) 0.052
Calibration error (ECE), rate (beta) (168 questions) 0.138
Latency p50, GPU path, end to end Published at launch
Latency p95, GPU path, end to end Published at launch
Determinism canary mismatches Published at launch

For rate, agreement counts the most probable level. Counted on rating rounded to the nearest level, it is 58.3%. The rating is off by 0.591 levels on average.

Percentages are rounded to one decimal and ECE to three, and a value exactly halfway is rounded down.

rate questions are in beta: their agreement and calibration error miss our bars. See Quality bars.

Versions

  • dex-1.0.0, calibration cal-20260925-1: measured 2026-09-25 on Dex's production path in the EU.
  • dex-1.0.1, calibration cal-20260926-1 (current): measured 2026-09-26 on Dex's production path in the EU.

For dex-1.0.1 this page shows agreement and calibration error with the number of questions behind them, and a reliability curve per question type. ECE and curves per language, bootstrap bands, Brier scores and the fitted temperatures are not published yet. Fallback versions have no report yet.

Reliability curves

Reliability diagramdex-1.0.1 / cal-20260926-1

Reliability diagram, dex-1.0.1. pick: ECE 0.048, agreement 83.0%; check: ECE 0.052, agreement 90.4%; rate (beta): ECE 0.138, agreement 63.7%.

pick
ECE
0.048
agreement
83.0%
questions
400
check
ECE
0.052
agreement
90.4%
questions
353
ratebeta
ECE
0.138
agreement
63.7%
questions
168
Test split, 921 questions in English and Dutch. Each point is one of 15 bins with the same number of answers: what Dex said on average, against how often it was right. On the dashed line a probability is right exactly that often.