Repo · Benchmarks & research
Classifier Bench
Head-to-head benchmark of fast typed classifiers, TypeSafe Jev, OpenAI Decisions and Cloudflare Clef, against Claude models on a frozen, labeled…
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Benchmark fast typed classifiers (TypeSafe Jev, OpenAI Decisions, Cloudflare Clef) head to head against Claude: accuracy, calibration, p95/p99 latency and cost on a frozen, labeled corpus.
benchmarkcalibrationclassificationclaudecloudflareevaluationjevlatencyllmllm-evaluationopenaipythonstructured-outputtypesafeworkers-ai
How builders describe it
Head-to-head benchmark of fast typed classifiers, TypeSafe Jev, OpenAI Decisions and Cloudflare Clef, against Claude models on a frozen, labeled corpus of 2,321 cases across 31 tasks, measuring accuracy, calibration, p95/p99 latency and registry-priced cost.
The decision Jev makes
Benchmark questions with known answers, to check accuracy and confidence.
Where it fits
Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →
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