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reflex Qwen3.8-27B-FP8 (pmscr) vs Cloudflare clef

reflex Qwen3.8-27B-FP8 (pmscr) is more accurate on the Jev Decision Index, Cloudflare clef is better calibrated. Choose on whichever of accuracy, calibration and cost matters most for your decisions.

Specreflex Qwen3.8-27B-FP8 (pmscr)Cloudflare clef
Providerkshetrajna12Cloudflare
Decision Index score54.753.1
Calibration error (ECE)0.0450.040
Median latency (p50)149 ms102 ms
Cost per 1,000 decisions——
Parameters28B28B
Open weightsYesYes
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismDecoder LM with a decision readoutDecoder LM with a decision readout
License—apache-2.0

FAQ

Is reflex Qwen3.8-27B-FP8 (pmscr) or Cloudflare clef more accurate?

reflex Qwen3.8-27B-FP8 (pmscr) scores higher on the Jev Decision Index (54.7 vs 53.1).

Which is better calibrated, reflex Qwen3.8-27B-FP8 (pmscr) or Cloudflare clef?

Cloudflare clef has the lower expected calibration error (0.040 vs 0.045), so its stated confidence is closer to how often it is right.

Is reflex Qwen3.8-27B-FP8 (pmscr) or Cloudflare clef cheaper per 1,000 decisions?

A hosted price is not recorded for both models; open-weight models cost the compute you run them on.

Cost per 1,000 decisions assumes 200 input tokens per decision. Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.