# decisions model rankings

| \# | model | card | cheapest list | cheapest effective | unit | providers | tokens/week |
| --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | `typesafe/jev-1.13` | 0.042 | 0.042 typesafe | 0.0418 typesafe |  | 1 | 131501801956 |
| 2 | `typesafe/jev-1.14` | 0.042 | 0.042 typesafe | 0.0418 typesafe |  | 1 | 89924803005 |
| 3 | `perplexity/pplx-decider-v1.2` | 0.02 | 0.019 makora/fp16 | 0.0186 makora/fp16 |  | 2 | 30686047506 |
| 4 | `liquid/d1.1` | 0.02 | 0.02 liquid | 0.0198 liquid |  | 1 | 6686390788 |
| 5 | `liquid/d1-ultra` | 0.042 | 0.042 liquid | 0.0417 liquid |  | 1 | 2288070999 |
| 6 | `openai/gpt-6-luna-decisions` | 0.1 | 0.1 azure | 0.0997 azure |  | 2 | 1987503253 |
| 7 | `nace-ai/drex-max` |  | 0.06 deepinfra/us | 0.1192 deepinfra/us |  | 1 | 1785240370 |
| 8 | `baseten/elephant-1` | 0.035 | 0.035 baseten | 0.0339 baseten |  | 1 | 1145735049 |
| 9 | `nace-ai/drex-v1.5` |  | 0.04 deepinfra/us | 0.0388 deepinfra/us |  | 1 | 1057999111 |
| 10 | `respan/span-02` | 0.01 | 0.01 respan | 0.0099 respan |  | 1 | 1006323508 |
| 11 | `cloudflare/clef` | 0.24 | 0.192 deepinfra/fp8 | 0.2397 deepinfra/fp8 |  | 3 | 926472393 |
| 12 | `cloudflare/clef-flash` | 0.038 | 0.019 deepinfra/fp8 | 0.0377 cloudflare |  | 4 | 693147086 |
| 13 | `perplexity/pplx-decider-flash-v1.2` | 0.01 | 0.01 perplexity | 0.0097 perplexity |  | 1 | 641707586 |
| 14 | `nace-ai/drex-v2.0` |  | 0.06 deepinfra/us | 0.0589 deepinfra/us |  | 1 | 479323714 |
| 15 | `microsoft/microsoft-decision-1` |  | 0.042 azure | 0.0416 azure |  | 1 | 371419844 |
| 16 | `baseten/mammoth-1` | 0.1 | 0.1 baseten | 0.0997 baseten |  | 1 | 329678963 |
| 17 | `baseten/joey-1` | 0.01 | 0.01 baseten | 0.0092 baseten |  | 1 | 230800253 |
| 18 | `liquid/d1` | 0.02 | 0.02 liquid | 0.0193 liquid |  | 1 | 188550621 |
| 19 | `jaredpalmer/kev-4b` |  | 0.042 phala | 0.0413 siliconflow/fp8 |  | 2 | 145317877 |
| 20 | `morph/reflex` | 0.042 | 0.042 morph/bf16 | 0.0403 morph/bf16 |  | 1 | 64676640 |
| 21 | `respan/span-01-lite` |  |  |  |  | 1 | 51461315 |
| 22 | `cloudflare/clef-omni` | 0.15 | 0.15 cloudflare | 0.1496 cloudflare |  | 1 | 45164643 |
| 23 | `scaledown/classify-1` | 0.04 | 0.04 scaledown | 0.0495 scaledown |  | 1 | 43737560 |
| 24 | `togethercomputer/tev1-4b-experimental` |  | 0.042 together | 0.0415 together |  | 1 | 41904534 |
| 25 | `cloudflare/clairic` | 0.1 | 0.1 cloudflare | 0.1 cloudflare |  | 1 | 27373897 |
| 26 | `upstage/solar-decide` | 0.05 | 0.05 upstage/zdr | 0.0997 upstage/zdr |  | 1 | 25263056 |
| 27 | `nace-ai/drex-max-finance` |  | 0.06 deepinfra/us | 0.1197 deepinfra/us |  | 1 | 23150138 |
| 28 | `upstage/solar-decide-flash` | 0.05 | 0.05 upstage | 0.0996 upstage/zdr |  | 1 | 9476702 |
| 29 | `respan/span-01` | 0.02 | 0.02 respan | 0.0195 respan |  | 1 | 2638030 |
| 30 | `parallel/decisions-fast:free` |  |  |  |  | 1 |  |