Kodiak v0.2 1B (accuracy) vs ScaleDown Classify-1
Kodiak v0.2 1B (accuracy) and ScaleDown Classify-1 have no measured difference in accuracy, calibration or cost in our data yet.
| Spec | Kodiak v0.2 1B (accuracy) | ScaleDown Classify-1 |
|---|---|---|
| Provider | Cortex Agent LLC | ScaleDown |
| Decision Index score | 11.8 | — |
| Calibration error (ECE) | 0.077 | — |
| Median latency (p50) | 142 ms | — |
| Cost per 1,000 decisions | — | $0.0080 |
| Parameters | 3B | — |
| 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 | Encoder classifier | Encoder classifier |
| License | apache-2.0 | proprietary |
FAQ
Is Kodiak v0.2 1B (accuracy) or ScaleDown Classify-1 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, Kodiak v0.2 1B (accuracy) or ScaleDown Classify-1?
No calibration difference between Kodiak v0.2 1B (accuracy) and ScaleDown Classify-1 is recorded yet.
Is Kodiak v0.2 1B (accuracy) or ScaleDown Classify-1 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.