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Bespoke Nimble 9B v3 vs Cloudflare clef

Bespoke Nimble 9B v3 is more accurate on the Jev Decision Index, Cloudflare clef is better calibrated. Choose on whichever of accuracy, calibration and cost matters most for your decisions.

SpecBespoke Nimble 9B v3Cloudflare clef
ProviderBespoke LabsCloudflare
Decision Index score54.753.1
Calibration error (ECE)0.1230.040
Median latency (p50)74 ms102 ms
Cost per 1,000 decisions——
Parameters10B28B
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 readoutDecoder LM with a decision readout
Licensecc-by-nc-4.0apache-2.0

FAQ

Is Bespoke Nimble 9B v3 or Cloudflare clef more accurate?

Bespoke Nimble 9B v3 scores higher on the Jev Decision Index (54.7 vs 53.1).

Which is better calibrated, Bespoke Nimble 9B v3 or Cloudflare clef?

Cloudflare clef has the lower expected calibration error (0.040 vs 0.123), so its stated confidence is closer to how often it is right.

Is Bespoke Nimble 9B v3 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.