Jev model compatibility¶
Generated by scripts/sync_jev_catalog.py from https://github.com/fstandhartinger/model-market-comparison/blob/c5dfe93d0b297948aa7a5a3475aefb8a726dfe63/data/raw/benchmarks/jevbench/v1.5/jevbench-v1.5.4-results.json. Deployment recipes reviewed 2026-10-01; 27 newer engines from scripts/jev-supplements.json reviewed 2026-10-13 (unranked until JevBench measures them).
Use nur jev models, nur jev info <id>, then connect your endpoint or installed source runtime. A roster entry is not a claim of local hardware validation. Credentials are selected per engine.
| Engine | Interface | Local adapter | Public source |
|---|---|---|---|
cygnet |
systemone | source runtime / custom adapter | source |
winnow-12b |
systemone | source runtime / custom adapter | source |
jev-1.13.0 |
systemone | source runtime / custom adapter | source |
jev-omni |
adapter | jev_model_adapters:OmniAdapter | source |
decider-4b-v2 |
systemone | source runtime / custom adapter | source |
semif-qwen3.5-4b |
run | jev_adapters.semif_direct:SemIfDirectAdapter | source |
spark-s1-4b-v6 |
systemone | source runtime / custom adapter | source |
metask-jev-4b |
adapter | jev_model_adapters:MetaskAdapter | source |
hopper |
systemone | source runtime / custom adapter | source |
malkuth-4b |
systemone | source runtime / custom adapter | source |
reflex-4b |
systemone | source runtime / custom adapter | source |
jev-local |
systemone | source runtime / custom adapter | source |
djev |
djev | source runtime / custom adapter | source |
raw-qwen3-4b-instruct-2507 |
adapter | jev_model_adapters:RawLogitAdapter | source |
jqv |
systemone | source runtime / custom adapter | source |
jevk5-v02 |
systemone | source runtime / custom adapter | source |
qwen35-9b-jev-data-mix-v2 |
adapter | qwen35_nimble_lora:Qwen35NimbleLoraAdapter | source |
standardone-8b |
systemone | source runtime / custom adapter | source |
ninfer-qwen3.8-flash-next |
systemone | source runtime / custom adapter | source |
swanone |
systemone | source runtime / custom adapter | source |
raw-qwen3-8b |
adapter | jev_model_adapters:RawLogitAdapter | source |
decider-2b |
systemone | source runtime / custom adapter | source |
system-one-sg |
run | jev_adapters.sg_system_one:SgSystemOneAdapter | source |
system-one-open |
systemone-list | source runtime / custom adapter | source |
kushal-gemma4-31b-it-autoloops |
adapter | source runtime / custom adapter | source |
gpt-6-luna-low |
openai | source runtime / custom adapter | source |
gpt-6-luna |
openai | source runtime / custom adapter | source |
jevone |
systemone | source runtime / custom adapter | source |
kev-4b |
systemone | source runtime / custom adapter | source |
kev-8b |
systemone | source runtime / custom adapter | source |
open-alternative-jev |
run | jev_adapters.so1_decider:So1DeciderAdapter | source |
nimble-9b |
systemone | source runtime / custom adapter | source |
malkuth-2b |
systemone | source runtime / custom adapter | source |
openjev-sglang |
systemone | source runtime / custom adapter | source |
decider-35b-a3b |
systemone | source runtime / custom adapter | source |
localjev-qwen3.5-4b |
systemone | source runtime / custom adapter | source |
open-jev-zefan-9b |
systemone | source runtime / custom adapter | source |
decision-2b |
adapter | jev_model_adapters:FlyMyAdapter | source |
gpt-5.6-luna |
openai | source runtime / custom adapter | source |
typecastlm |
systemone | source runtime / custom adapter | source |
jev-qwen3.5-9b-base-nvfp4 |
choice | source runtime / custom adapter | source |
gemini-3.1-flash-lite |
openai | source runtime / custom adapter | source |
ninfer-qwen3.8-27b |
systemone | source runtime / custom adapter | source |
ninfer-qwen3.8-27b-t1.5 |
systemone | source runtime / custom adapter | source |
instinct |
systemone | source runtime / custom adapter | source |
openjev-thinking |
systemone | source runtime / custom adapter | source |
djev-thinking |
djev | source runtime / custom adapter | source |
litjev |
systemone | source runtime / custom adapter | source |
raw-phi-4-mini |
adapter | jev_model_adapters:RawLogitAdapter | source |
opensourcejev-qwen35-4b-q4km |
systemone | source runtime / custom adapter | source |
reflex-27b |
systemone | source runtime / custom adapter | source |
open-jev-zefan-2b |
systemone | source runtime / custom adapter | source |
gliner2-large |
adapter | jev_adapters.gliner2_local:Gliner2LocalAdapter | source |
qwen3-reranker-4b |
adapter | jev_model_adapters:RerankerAdapter | source |
deepseek-flash |
openai | source runtime / custom adapter | source |
simplejev-qwen3.5-0.8b |
systemone | source runtime / custom adapter | source |
simplejev-qwen3.8-27b |
systemone | source runtime / custom adapter | source |
decision-machine-1 |
systemone | source runtime / custom adapter | source |
gliner2.5-multi |
adapter | jev_adapters.gliner2_local:Gliner2LocalAdapter | source |
gliner2 |
adapter | jev_adapters.gliner2_local:Gliner2LocalAdapter | source |
jevact |
jevact | source runtime / custom adapter | source |
clm-8b |
systemone | source runtime / custom adapter | source |
kev-0.6b |
systemone | source runtime / custom adapter | source |
raw-qwen3-0.6b |
adapter | jev_model_adapters:RawLogitAdapter | source |
gliner2.5-small |
adapter | jev_adapters.gliner2_local:Gliner2LocalAdapter | source |
raw-qwen3-1.7b |
adapter | jev_model_adapters:RawLogitAdapter | source |
mirror |
systemone | source runtime / custom adapter | source |
zerank-2 |
adapter | jev_model_adapters:RerankerAdapter | source |
jeff |
systemone | source runtime / custom adapter | source |
smalljev |
run | jev_adapters.smalljev_local:SmallJevLocalAdapter | source |
opendecision |
systemone | source runtime / custom adapter | source |
bge-reranker-v2-m3 |
adapter | jev_model_adapters:RerankerAdapter | source |
certo |
adapter | jev_adapters.certo_local:CertoLocalAdapter | source |
decision-fast |
adapter | jev_model_adapters:FlyMyAdapter | source |
gte-reranker-modernbert-base |
adapter | jev_model_adapters:RerankerAdapter | source |
kev-0.5b |
systemone | source runtime / custom adapter | source |
laya |
adapter | jev_adapters.laya_local:LayaLocalAdapter | source |
lev-350m |
systemone | source runtime / custom adapter | source |
mghafiri-qwen3.5-0.8b-decision-model |
adapter | jev_model_adapters:JevLiteAdapter | source |
mxbai-rerank-base-v2 |
adapter | jev_model_adapters:RerankerAdapter | source |
needle-3 |
adapter | jev_adapters.needle_local:NeedleLocalAdapter | source |
needle-3-tools |
adapter | jev_adapters.needle_local:NeedleLocalAdapter | source |
open-jev-deberta-v3-large |
adapter | jev_adapters.local_openjev:LocalOpenJevAdapter | source |
open-jev-json-canvas-joshuasp |
adapter | jev_model_adapters:CanvasAdapter | source |
openjev-verdict |
adapter | jev_model_adapters:VerdictAdapter | source |
openjev-verdict-1.4 |
adapter | jev_adapters.verdict_local:VerdictLocalAdapter | source |
qwen3.8-27b |
openai | source runtime / custom adapter | source |
verdict-small |
systemone | source runtime / custom adapter | source |
von-395m |
systemone | source runtime / custom adapter | source |
classifier-dev-fast |
classifier-dev | source runtime / custom adapter | source |
jevk5-v0.3-4b |
systemone | source runtime / custom adapter | source |
plumb-4b |
systemone | source runtime / custom adapter | source |
decision-4b-v12 |
systemone | source runtime / custom adapter | source |
imajev-4b-rtx5090-a2 |
systemone | source runtime / custom adapter | source |
decision-4b-v11 |
systemone | source runtime / custom adapter | source |
surogate-rune-26b-a4b-v3-rtxpro6000-a2 |
systemone-rune | source runtime / custom adapter | source |
autojev-27b |
systemone | source runtime / custom adapter | source |
autojev-27b-rtxpro6000-a2 |
systemone | source runtime / custom adapter | source |
eikos-27b |
systemone | source runtime / custom adapter | source |
simplejev-qwen3.6-35b-a3b |
systemone | source runtime / custom adapter | source |
nemotron-diffusion-8b |
systemone | source runtime / custom adapter | source |
bev-bonsai-27b |
systemone | source runtime / custom adapter | source |
deem-0.8-v1 |
systemone | source runtime / custom adapter | source |
evalengine-decision-4b |
adapter | jev_model_adapters:EvalengineAdapter | source |
instinct-dual-4b |
systemone | source runtime / custom adapter | source |
bosun-v31-0.6b |
adapter | jev_model_adapters:BosunAdapter | source |
laya-multilingual |
systemone | source runtime / custom adapter | source |
laya-typed-decisions |
systemone | source runtime / custom adapter | source |
manchego-v21-v15 |
systemone | source runtime / custom adapter | source |
jobe-qwen3.5-4b |
systemone | source runtime / custom adapter | source |
mica-v01-4b |
systemone | source runtime / custom adapter | source |
openjev-razorback16 |
systemone | source runtime / custom adapter | source |
subq-snap |
systemone | source runtime / custom adapter | source |
mercury-decide |
systemone | source runtime / custom adapter | source |
span-01 |
systemone | source runtime / custom adapter | source |
span-01-lite |
systemone | source runtime / custom adapter | source |
tev1-4b |
systemone | source runtime / custom adapter | source |
liquid-d1 |
systemone | source runtime / custom adapter | source |
solar-decide |
systemone | source runtime / custom adapter | source |
glide |
systemone | source runtime / custom adapter | source |
pplx-decider-v1-27b |
adapter | source runtime / custom adapter | source |
decision-1-0-nox-4b |
systemone | source runtime / custom adapter | source |
decision-2-0-nox-4b |
systemone | source runtime / custom adapter | source |
decision-1-0-sol-2b |
systemone | source runtime / custom adapter | source |
clef-flash |
adapter | source runtime / custom adapter | source |
clef |
adapter | source runtime / custom adapter | source |
imajev-4b |
systemone | source runtime / custom adapter | source |
jev-style-2b |
systemone | source runtime / custom adapter | source |
bjev-spark |
systemone | source runtime / custom adapter | source |
strands-decider-2b |
systemone | source runtime / custom adapter | source |
agent-jev-0.6b |
systemone | source runtime / custom adapter | source |
lumma-fev-0.6b |
adapter | source runtime / custom adapter | source |
system-one-270m |
adapter | source runtime / custom adapter | source |
amos-1-large |
systemone | source runtime / custom adapter | source |
amos-1-medium |
systemone | source runtime / custom adapter | source |
amos-1-small |
systemone | source runtime / custom adapter | source |
amos-1-mini |
systemone | source runtime / custom adapter | source |
interfaze-1-lite |
openai | source runtime / custom adapter | source |
jev-via-experiential |
systemone | source runtime / custom adapter | source |