Cloudflare clef vs Instinct Dual 4B
Cloudflare clef and Instinct Dual 4B have no measured difference in accuracy, calibration or cost in our data yet.
| Spec | Cloudflare clef | Instinct Dual 4B |
|---|---|---|
| Provider | Cloudflare | ZooWork |
| Decision Index score | 53.1 | — |
| Calibration error (ECE) | 0.040 | — |
| Median latency (p50) | 102 ms | — |
| Cost per 1,000 decisions | — | — |
| Parameters | 28B | 4B |
| Open weights | Yes | No |
| Question types | Choice (one of N options), Score (ordered rubric), Yes / no | Choice (one of N options), Score (ordered rubric), Yes / no |
| Mechanism | Decoder LM with a decision readout | Hosted API |
| License | apache-2.0 | proprietary |
FAQ
Is Cloudflare clef or Instinct Dual 4B 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, Cloudflare clef or Instinct Dual 4B?
No calibration difference between Cloudflare clef and Instinct Dual 4B is recorded yet.
Is Cloudflare clef or Instinct Dual 4B 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.