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Kev 27B vs Cloudflare clef

Kev 27B is more accurate on the Jev Decision Index, Kev 27B is better calibrated. Choose on whichever of accuracy, calibration and cost matters most for your decisions.

SpecKev 27BCloudflare clef
ProviderJared PalmerCloudflare
Decision Index score58.853.1
Calibration error (ECE)0.0220.040
Median latency (p50)135 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
Licenseapache-2.0apache-2.0

FAQ

Is Kev 27B or Cloudflare clef more accurate?

Kev 27B scores higher on the Jev Decision Index (58.8 vs 53.1).

Which is better calibrated, Kev 27B or Cloudflare clef?

Kev 27B has the lower expected calibration error (0.022 vs 0.040), so its stated confidence is closer to how often it is right.

Is Kev 27B 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.