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Instinct (ZooWork) vs Cloudflare clef-flash

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

SpecInstinct (ZooWork)Cloudflare clef-flash
ProviderZooWorkCloudflare
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 Instinct (ZooWork) 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, Instinct (ZooWork) or Cloudflare clef-flash?

No calibration difference between Instinct (ZooWork) and Cloudflare clef-flash is recorded yet.

Is Instinct (ZooWork) 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.