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Cloudflare clef vs ufakzeka-karar

Cloudflare clef and ufakzeka-karar have no measured difference in accuracy, calibration or cost in our data yet.

SpecCloudflare clefufakzeka-karar
ProviderCloudflareufakai
Decision Index score53.1—
Calibration error (ECE)0.040—
Median latency (p50)102 ms—
Cost per 1,000 decisions——
Parameters28B182M
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 readoutEncoder classifier
Licenseapache-2.0apache-2.0

FAQ

Is Cloudflare clef or ufakzeka-karar more accurate?

At least one of the two has no Jev Decision Index score yet, so their accuracy cannot be compared here.

Which is better calibrated, Cloudflare clef or ufakzeka-karar?

No calibration difference between Cloudflare clef and ufakzeka-karar is recorded yet.

Is Cloudflare clef or ufakzeka-karar 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.