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gliclass vs Cloudflare clef

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

SpecgliclassCloudflare clef
Providerollaya-devCloudflare
Decision Index score—53.1
Calibration error (ECE)—0.040
Median latency (p50)—102 ms
Cost per 1,000 decisions——
Parameters—28B
Open weightsYesYes
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismSpan encoder (GLiNER family)Decoder LM with a decision readout
Licenseapache-2.0apache-2.0

FAQ

Is gliclass or Cloudflare clef 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, gliclass or Cloudflare clef?

No calibration difference between gliclass and Cloudflare clef is recorded yet.

Is gliclass 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.