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Liquid d1 (hosted) vs Cloudflare clef-flash

Liquid d1 (hosted) and Cloudflare clef-flash have no measured difference in accuracy, calibration or cost in our data yet.

SpecLiquid d1 (hosted)Cloudflare clef-flash
ProviderLiquid AICloudflare
Decision Index score—47.6
Calibration error (ECE)—0.025
Median latency (p50)—53 ms
Cost per 1,000 decisions——
Parameters—10B
Open weightsNoYes
Question typesChoice (one of N options), Score (ordered rubric), Yes / noChoice (one of N options), Score (ordered rubric), Yes / no
MechanismHosted APIDecoder LM with a decision readout
Licenseproprietaryapache-2.0

FAQ

Is Liquid d1 (hosted) 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, Liquid d1 (hosted) or Cloudflare clef-flash?

No calibration difference between Liquid d1 (hosted) and Cloudflare clef-flash is recorded yet.

Is Liquid d1 (hosted) 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.