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GLiClass modern large v3.0 vs Cloudflare clef-flash

GLiClass modern large v3.0 and Cloudflare clef-flash have no measured difference in accuracy, calibration or cost in our data yet.

SpecGLiClass modern large v3.0Cloudflare clef-flash
ProviderKnowledgatorCloudflare
Decision Index score—47.6
Calibration error (ECE)—0.025
Median latency (p50)—53 ms
Cost per 1,000 decisions——
Parameters399M10B
Open weightsYesYes
Question typesChoice (one of N options), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismEncoder classifierDecoder LM with a decision readout
LicenseApache 2.0apache-2.0

FAQ

Is GLiClass modern large v3.0 or Cloudflare clef-flash 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 modern large v3.0 or Cloudflare clef-flash?

No calibration difference between GLiClass modern large v3.0 and Cloudflare clef-flash is recorded yet.

Is GLiClass modern large v3.0 or Cloudflare clef-flash 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.