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AJev lora1 (Gemma 4 26B-A4B) vs Cloudflare clef

AJev lora1 (Gemma 4 26B-A4B) is more accurate on the Jev Decision Index, Cloudflare clef is better calibrated. Choose on whichever of accuracy, calibration and cost matters most for your decisions.

SpecAJev lora1 (Gemma 4 26B-A4B)Cloudflare clef
Providerandyzhang232Cloudflare
Decision Index score56.453.1
Calibration error (ECE)0.0480.040
Median latency (p50)89 ms102 ms
Cost per 1,000 decisions——
Parameters26B28B
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 AJev lora1 (Gemma 4 26B-A4B) or Cloudflare clef more accurate?

AJev lora1 (Gemma 4 26B-A4B) scores higher on the Jev Decision Index (56.4 vs 53.1).

Which is better calibrated, AJev lora1 (Gemma 4 26B-A4B) or Cloudflare clef?

Cloudflare clef has the lower expected calibration error (0.040 vs 0.048), so its stated confidence is closer to how often it is right.

Is AJev lora1 (Gemma 4 26B-A4B) 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.