~ / compare
compare
The 97 models in the list, side by side. A dash means the list does not say, not that the answer is no. Open an entry for the full description and its sources.
| model | access | $/M in | latency | rank | api | takes | size | context | license |
|---|---|---|---|---|---|---|---|---|---|
| agent-jev | – | – | – | – | – | – | – | – | – |
| Ainvest-Decision-27b | – | – | – | – | – | – | – | – | – |
| basal-omni-1.0-ultra | open | – | – | – | yes | txt img | 12B–31B | – | Apache-2.0 |
| Chon-1.0-12B | open | – | ~0.11 s p50 (p95 23.5 s) | – | yes | txt | 12B | 6K state / 8K prompt | Apache-2.0 |
| Clef | openhosted | $0.038 | ~130 ms | – | – | txt img aud vid | 9B–30B | 64K | Apache-2.0 |
| CLM | open | – | – | – | yes | – | 8B | – | Apache-2.0 |
| Cua-S1 | open | – | – | – | – | – | 706K | – | – |
| d1 | openhosted | – | ~8 ms | #5 | – | txt img aud | 600M–3B | – | – |
| d3 | – | – | – | – | – | – | – | – | – |
| decider | hosted | – | – | – | yes | – | 27B | – | – |
| Decisio | open | – | ~1.1 s for 50 questions | – | – | txt | 12B–31B | – | – |
| dohnuts | open | – | – | – | – | txt img | 0.8B up | – | Apache-2.0 |
| Drex | openhosted | $0.05 | – | – | yes | txt img vid | 9B–35B | 131K | Open RAIL-M |
| FlexDM-LoRA 2.1 | – | – | – | – | – | – | – | – | – |
| FRIDA-Decisions | open | – | – | – | – | txt | – | – | – |
| GEV-26B-Decide | open | – | ~45 ms (System 1) | – | yes | txt img | 26B-A4B (4B active) | – | Apache-2.0 |
| GLiNER2.5-Decide | open | – | – | – | – | txt | 340M–1B | – | Apache-2.0 |
| GUI-Decisions | open | – | ~150 ms per step | – | – | txt img | 2B–31B | – | – |
| H2O-Lightning-4B | open | – | – | #7 | yes | txt img | 4B–31B | – | Apache-2.0 |
| Intern-Decision | open | – | – | – | – | txt img | 0.8B–4B | – | Apache-2.0 |
| Jebadiah v2.1 | open | – | 125 ms median (9B) | – | – | txt | 9B–27B | – | Apache-2.0 |
| Jeffan-31b-1710 | – | – | – | – | – | – | – | – | – |
| Jev-Omni | open | – | – | – | – | txt img aud vid | 12B | – | Apache-2.0 |
| Jeva | open | – | – | – | – | txt | 4B | – | Apache-2.0 |
| JevEmbed | open | – | – | – | – | txt | – | – | Apache-2.0 |
| JevK5 | open | – | ~13 ms (H100) | – | yes | txt | 4B–9B | – | Apache-2.0 |
| jevlike | open | – | – | – | – | txt | – | – | – |
| jevos | open | – | – | – | yes | txt | ~1B | – | MIT |
| jiwo | open | – | ~50 ms (H100) | – | yes | txt | 0.8B–4B | – | Apache-2.0 |
| julia-1 | open | – | CPU-class | – | – | txt | 144M | – | – |
| kev | openhosted | – | – | – | yes | txt | 0.8B–27B | – | Apache-2.0 |
| Kev-Bio | – | – | – | – | – | – | – | – | – |
| KnowLine 31B-Gen1 | open | – | ~255 ms p50 | #83 | – | txt | 31B | – | Apache-2.0 |
| Laya | open | – | ~33 ms | – | – | txt | – | – | Apache-2.0 |
| liquamen | – | – | – | – | – | – | – | – | – |
| Lumma-Fev-27B | open | – | – | – | – | txt | 27B | – | Apache-2.0 |
| MiniCPM-OCR-Jev | – | – | – | – | – | – | – | – | – |
| mammoth-1 / elephant-1 | openhosted | – | – | #9 | – | txt | 9B–27B | – | MIT |
| NanoJev | open | – | – | – | – | txt | 0.6B | – | MIT |
| NeuDecide | gated | – | – | – | – | aud | ~40 MB | – | – |
| Nimble | openhosted | $0.04 | – | #8 | yes | txt | 9B | – | – |
| OneJev | open | – | – | – | – | txt img vid | 0.8B–27B | – | Apache-2.0 |
| Open Jev | open | – | – | – | – | txt | 150M | – | – |
| openJev-verdict-2.0 | open | – | – | – | – | txt | 151M | – | – |
| Phocinae | open | – | – | – | – | txt | 144M | – | – |
| Piccolo-27B | – | – | – | – | – | – | – | – | – |
| PlayJev | open | – | – | – | – | img | 0.8B | – | Apache-2.0 |
| Quyet | open | – | – | – | – | txt | Tiny–31B | – | Apache-2.0 |
| REAX 1.3 | – | – | – | – | – | – | – | – | – |
| ReJev | open | – | – | – | – | txt | 2B | – | MIT |
| RSI-Jev | open | – | – | – | yes | txt img | 27B | – | MIT code, Apache-2.0 weights |
| Sarvam Prism | – | – | – | – | – | – | – | – | – |
| Sieve | – | – | – | – | – | – | – | – | – |
| Smaug-Decisions | – | – | – | – | – | – | – | – | – |
| StartLux-Decision | open | – | – | – | – | txt | 0.8B–27B | – | Apache-2.0 |
| Strands Decider | open | – | – | – | – | – | E2B–26B | – | Apache-2.0 |
| Surogate Rune | openhosted | – | – | – | – | txt img | 26B-A4B | – | Gated (HF terms) |
| system-one-open | – | – | – | – | – | – | – | – | – |
| Tacit / Tacitus | open | – | – | – | – | txt | 1.7B–31B | – | – |
| Tev1 | openhosted | – | – | – | – | txt | 0.8B–4B | – | MIT |
| THX-01 | – | – | – | – | – | – | – | – | – |
| Torchcast Decision | open | – | 33 ms per noul (H100) | – | yes | txt img | 4B–27B | 262K | CC BY-NC 4.0 |
| Turion Jev 31B | – | – | – | – | – | – | – | – | – |
| Valen | open | – | – | – | – | txt img vid | – | – | – |
| vegaml | open | – | – | – | – | txt img | 800M–4B | 73K | – |
| Vela | open | – | – | – | yes | txt | 0.3B–9B | – | Apache-2.0 |
| VideoJev | – | – | – | – | – | – | – | – | – |
| WaterSheep | open | – | – | – | yes | txt | – | – | Apache-2.0 |
| WeMM-JEV | – | – | – | – | – | – | – | – | – |
| xor | open | – | – | – | yes | txt img vid | 35B-A3B | – | Apache-2.0 |
| Celeris-1 | closedhosted | $0.04 | – | #16 | – | txt img | – | – | – |
| Cicero | – | – | – | – | – | – | – | – | – |
| Decider | – | – | – | – | – | – | – | – | – |
| Decider 1 | closedhosted | $0.04 | – | – | yes | txt | – | 4K | – |
| Gemini Decision 1 | – | – | – | – | – | – | – | – | – |
| GLiDE | closedhosted | – | – | #4 | – | txt | – | – | – |
| Hanzo Kai | hosted | – | – | – | yes | – | – | – | – |
| Instinct | closedhosted | – | – | #25 | – | – | 4B–27B | – | – |
| Jev | closedhosted | $0.042 | 70–500 ms | #15 | yes | – | – | 32K | – |
| Jev Router | hosted | – | – | – | – | – | – | – | – |
| kettei | closedhosted | $0.06 | ~0.2 s | #3 | yes | txt img | – | – | – |
| Mercury Decide | hosted | – | – | #14 | yes | – | – | – | – |
| Microsoft-Decision-1 | hosted | – | – | #19 | – | – | 9B | – | – |
| Myles-G | closedhosted | – | – | #2 | – | txt | 12B–31B | – | – |
| OpenAI Decisions API | hosted | – | 150–230 ms | #24 | – | txt img | – | – | – |
| Parallel Decisions | closedhosted | $1.00 | 200 ms–1 s | – | – | txt | – | 32K per question | – |
| Reflex | – | – | – | – | – | – | – | – | – |
| Sage | closedhosted | – | – | #11 | – | – | – | – | – |
| Snowflake Decision | closedhosted | – | seconds per call (throughput-shaped) | – | – | txt | – | – | – |
| Solar Decide | hosted | – | – | – | yes | txt | – | 512K | – |
| Span-01 | hosted | – | – | – | – | – | – | – | – |
| SPX-CD | hosted | – | – | #23 | yes | – | – | – | – |
| SubQ Snap | hosted | $0.05 | – | #10 | – | – | – | 384K | – |
| Super Decider | openhosted | – | – | #1 | – | txt | 26B-A4B (NVFP4) | – | Apache-2.0 |
| Trio-Spark | closedhosted | $0.042 | – | – | yes | txt img vid | – | – | – |
| wity-1 | closedhosted | – | – | #20 | – | – | – | – | – |
| Clairic | closedhosted | $0.10 | – | – | – | txt img | – | 64K | – |
Nothing matches every filter. Turn one off.
how to read this
- takes: txt text, img image, aud audio, vid video.
- api: the list says the model speaks TypeSafe's
/v1/systemonerequest shape, so a client built for Jev works by repointing the base URL. - rank: position on JevBench's hosted board (of 235), as reported in the entry. Benchmarks differ between vendors; open the entry before leaning on a number.
- $/M in: US dollars per million input tokens, as quoted in the entry.
- Figures are read from each entry's description as of 2026-10-31. Spot something stale? Fix the listand this table follows.