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Cloudflare clef vs mmastrac diffusiongemma (vLLM PR 57250)

Cloudflare clef 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.

SpecCloudflare clefmmastrac diffusiongemma (vLLM PR 57250)
ProviderCloudflaremmastrac
Decision Index score53.136.3
Calibration error (ECE)0.0400.202
Median latency (p50)102 ms127 ms
Cost per 1,000 decisions——
Parameters28B26B
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 readoutDiffusion LM
Licenseapache-2.0—

FAQ

Is Cloudflare clef or mmastrac diffusiongemma (vLLM PR 57250) more accurate?

Cloudflare clef scores higher on the Jev Decision Index (53.1 vs 36.3).

Which is better calibrated, Cloudflare clef or mmastrac diffusiongemma (vLLM PR 57250)?

Cloudflare clef has the lower expected calibration error (0.040 vs 0.202), so its stated confidence is closer to how often it is right.

Is Cloudflare clef or mmastrac diffusiongemma (vLLM PR 57250) 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.