Aplomb 1 vs APUS-Reflex
Aplomb 1 and APUS-Reflex have no measured difference in accuracy, calibration or cost in our data yet.
| Spec | Aplomb 1 | APUS-Reflex |
|---|---|---|
| Provider | EmpirioLabs AI | apus-ailab |
| Decision Index score | — | — |
| Calibration error (ECE) | — | — |
| Median latency (p50) | — | — |
| Cost per 1,000 decisions | — | — |
| Parameters | 5B | — |
| Open weights | Yes | Yes |
| Question types | — | — |
| Mechanism | — | — |
| License | — | — |
FAQ
Is Aplomb 1 or APUS-Reflex 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, Aplomb 1 or APUS-Reflex?
No calibration difference between Aplomb 1 and APUS-Reflex is recorded yet.
Is Aplomb 1 or APUS-Reflex 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.