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policylm-1.7b vs Cloudflare clef

policylm-1.7b and Cloudflare clef have no measured difference in accuracy, calibration or cost in our data yet.

Specpolicylm-1.7bCloudflare clef
ProvidermusubilabsCloudflare
Decision Index score—53.1
Calibration error (ECE)—0.040
Median latency (p50)—102 ms
Cost per 1,000 decisions——
Parameters2B28B
Open weightsYesYes
Question typesChoice (one of N options), Score (ordered rubric), 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 policylm-1.7b 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, policylm-1.7b or Cloudflare clef?

No calibration difference between policylm-1.7b and Cloudflare clef is recorded yet.

Is policylm-1.7b 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.