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Cloudflare clef vs LAYA typed-decisions

Cloudflare clef and LAYA typed-decisions have no measured difference in accuracy, calibration or cost in our data yet.

SpecCloudflare clefLAYA typed-decisions
ProviderCloudflareConvai Innovations
Decision Index score53.1—
Calibration error (ECE)0.040—
Median latency (p50)102 ms—
Cost per 1,000 decisions——
Parameters28B421M
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 LAYA typed-decisions 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 LAYA typed-decisions?

No calibration difference between Cloudflare clef and LAYA typed-decisions is recorded yet.

Is Cloudflare clef or LAYA typed-decisions 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.