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Cloudflare clef vs Koa-decision

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

SpecCloudflare clefKoa-decision
ProviderCloudflareunknown (Koa)
Decision Index score53.1—
Calibration error (ECE)0.040—
Median latency (p50)102 ms—
Cost per 1,000 decisions——
Parameters28B31B
Open weightsYesNo
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options)
MechanismDecoder LM with a decision readoutHosted API
Licenseapache-2.0proprietary

FAQ

Is Cloudflare clef or Koa-decision 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 Koa-decision?

No calibration difference between Cloudflare clef and Koa-decision is recorded yet.

Is Cloudflare clef or Koa-decision 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.