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dinah-0-apache vs Cloudflare clef-flash

dinah-0-apache and Cloudflare clef-flash have no measured difference in accuracy, calibration or cost in our data yet.

Specdinah-0-apacheCloudflare clef-flash
ProviderLukitaduarteCloudflare
Decision Index score—47.6
Calibration error (ECE)—0.025
Median latency (p50)—53 ms
Cost per 1,000 decisions——
Parameters150M10B
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 dinah-0-apache 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, dinah-0-apache or Cloudflare clef-flash?

No calibration difference between dinah-0-apache and Cloudflare clef-flash is recorded yet.

Is dinah-0-apache 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.