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Cloudflare clef-flash vs Xor 1.2

Xor 1.2 is more accurate on the Jev Decision Index, Xor 1.2 is better calibrated. Choose on whichever of accuracy, calibration and cost matters most for your decisions.

SpecCloudflare clef-flashXor 1.2
ProviderCloudflareJuspay Technologies
Decision Index score47.651.1
Calibration error (ECE)0.0250.024
Median latency (p50)53 ms150 ms
Cost per 1,000 decisions——
Parameters10B36B
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
Licenseapache-2.0apache-2.0

FAQ

Is Cloudflare clef-flash or Xor 1.2 more accurate?

Xor 1.2 scores higher on the Jev Decision Index (51.1 vs 47.6).

Which is better calibrated, Cloudflare clef-flash or Xor 1.2?

Xor 1.2 has the lower expected calibration error (0.024 vs 0.025), so its stated confidence is closer to how often it is right.

Is Cloudflare clef-flash or Xor 1.2 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.