Jev pricing and cost per decision model request

Jev costs $0.042 per million input tokens, with free output.

Pricing questions

Prices are the rates recorded on each model's page on decisionmodels.ai. Page built 12 Nov 2026.

Compare decision models · What is a decision model? · Jev alternatives

Open-weight models are free to download; you pay for your own hardware. Hosted prices are shown where listed.

Published prices

Prices not recorded here

Hosted

• Snowflake Decision by Snowflake (hosted): no published price. Access: Private preview in Cortex AI Functions
• Classify-1 by ScaleDown (hosted): no published price. Access: OpenRouter, ScaleDown API

Open weights

• DecisionTune 1.0 by DecisionTune (open): no published price. Licence: Apache-2.0
• Tev1-4B by Together AI (open): no published price. Licence: Code MIT; weights licence being finalised as of 2 Oct 2026
• GLiNER2.5-Decide by Fastino (open): no published price. Licence: Apache 2.0
• Laya by Convai Innovations (open): no published price. Licence: Apache 2.0
• Nimble by Bespoke Labs (open): no published price. Licence: Apache 2.0
• Decision 1.0 by vLLM Semantic Router (open): no published price. Licence: Apache-2.0 (checked on Nox-4B)
• H2O-Lightning-4B by H2O.ai (open): no published price. Licence: Apache-2.0
• Jebadiah v2.1 by frontier-infra (open): no published price. Licence: Apache-2.0
• Lumma-Fev-27B by FrontiersMind (open): no published price. Licence: Apache-2.0
• Granite Switch 4.1 by IBM (open): no published price. Licence: Apache-2.0
• TYGER by NineNineSix (open): no published price. Licence: OpenMDW-1.1
• Talos by Tractian (open): no published price. Licence: Apache-2.0
• Qev 0.8B by labqoat (open): no published price. Licence: Apache-2.0
• Decido 1 family by decido-ai (open): no published price. Licence: Apache-2.0 for the five Gemma/Qwen packages; MIT for the XL adapter, with separate base-model terms
• Arc-decide by Arc53 (DocsGPT) (open): no published price. Licence: MIT, built on Qwen3 (Apache-2.0)
• Valen by Valen Team (open): no published price. Licence: Apache-2.0; licence file included
• Fovea-4B by Sivasuthan (open): no published price. Licence: Apache-2.0
• homi by egma-ai (open): no published price. Licence: Apache-2.0
• Nimbus by Crele (open): no published price. Licence: Apache-2.0, code and weights
• GLiDE by Fastino (open): no published price. Licence: Fastino community licence (not a standard open-source licence) · Access: Weights on Hugging Face, or Fastino's hosted System One API
• UltraBERT Curation by Daniel van Strien (open): no published price. Licence: Apache-2.0
• KnowLine by PelaAI (open): no published price. Licence: Apache-2.0
• Ru-Jev by besktech (beskvladimir-create) (open): no published price. Licence: Code MIT; weights tagged MIT on Hugging Face
• Intern-Decision by InternLM (open): no published price. Licence: Apache-2.0
• MiniCPM-OCR Jev by OpenBMB (open): no published price. Licence: Apache-2.0 · Access: Open weights in BF16, AWQ, GPTQ and GGUF; a free API on ModelBest's platform
• Smaug-Decisions by Abacus.AI (open): no published price. Licence: Apache-2.0
• REAX 1.3 by REAX (open): Hosted price not recorded in this registry. Licence: Apache-2.0 for the blended work, subject to preserved upstream licences and notices; REAX Engine is MIT · Access: Open Hugging Face weights and REAX Engine reax13 mode
• K-Decision-9B by ONYULTEA (open): no published price. Licence: Apache-2.0, declared for the model weights · Access: Public model.safetensors weights and serving code
• Saif 0.8B Lightning by GyrTechnology (open): no published price. Licence: CC BY-NC 4.0; non-commercial · Access: Public decoder and decision-row weights, Python runtime and Decision Index engine
• Horopter beta-3 by Fight Fire with Fire Robotics (open): no published price. Licence: Weights, data recipe and docs: CC BY-NC-SA 4.0; code: MIT · Access: Public weights; Python runtime; /v1/systemone, /v1/clairic and combined /v1/horopter endpoints
• TS-PRGuard by typestrict (Lucas Duarte) (open): no published price. Licence: Apache-2.0 tag on the model card · Access: 164,505,784-byte ONNX file, tokenizer and decision_ai.json; ONNX Runtime or decision_ai for Flutter
• wps-decision-1 by Kingsoft Office (open): no published price. Licence: Apache-2.0; LICENSE and NOTICE shipped · Access: Full BF16 weights and FP32 readout; Transformers or /v1/systemone on the pinned vLLM nightly
• d3-mini-agentcode by stonefish-labs (open): no published price. Licence: Apache-2.0; LICENSE and NOTICE shipped · Access: Merged weights, readout, adapter, extractor, frozen questions and thresholds
• Lory by eltokh7 (open): no published price. Licence: Apache-2.0 tags on both model cards · Access: kev.serve at the pinned Kev revision; /v1/systemone; EDSL survey adapter included
• Glimmer System One by Aryan Srivastava (open): no published price. Licence: Heads and code Apache-2.0; MVTec AD data CC BY-NC-SA 4.0, research use only · Access: Public heads and calibration files; Muse Glimmer 30B required separately; code and demo on GitHub
• laya-slotjudge-m46 by Christophe Cruz, Hussam Ghanem and Hocine Cherifi (open): no published price. Licence: CC BY-SA 4.0 weights · Access: Laya runtime; public model.safetensors, configuration and calibration files
• Cicero by Butler Compute (open): no published price. Licence: Apache-2.0
• Adjudex by NewsBang (open): no published price. Licence: Apache-2.0; serving code credited in NOTICE
• kai-decision / K-IM-Deiction by Songkai (open): no published price. Licence: Apache-2.0
• Kev LUX Places by Yale Cultural Heritage AI (open): no published price. Licence: Apache-2.0 tags on both cards
• d1-qwen-0.6b by Grizzlykw (open): no published price. Licence: Apache-2.0
• Jev-style spam LoRA by Abubakar Abid (open): no published price. Licence: Apache-2.0
• Heimdall D1 V6 by Toby-NoSkillSon (open): no published price. Licence: LFM Open License v1.0; commercial revenue limit applies
• RSI-Jev v7.0-VL family by Shanghua Gao (open): no published price. Licence: Apache-2.0 · Access: Public weights with the RSI-Jev runtime; no causal prefix cache
• Vica Laya by tory-labs (open): no published price. Licence: Apache-2.0 · Access: Self-contained macOS arm64, Linux x86_64 and Windows x86_64 runtime bundles; original float checkpoint for laya 0.4.22. The Laya GGUF is not an Ollama or llama.cpp chat-model package
• Spot Snake decision fine-tunes by Lucasgitguy-co (open): no published price. Licence: d1 variants: LFM Open License v1.0 plus Apache-2.0 contributions (LvW-license-Snake-1.0); MiniMind-JEV: MIT; Laya Multilingual: Apache-2.0
• JAD-S1-7B-A1B v0.3 by DreamBlooms (open): no published price. Licence: Apache-2.0 adapter, code and base · Access: Public LoRA adapter and inference.py
• swiftpick-30B-A3B by harishvs (open): no published price. Licence: NVIDIA Open Model Agreement for the model derivative; code Apache-2.0 · Access: Public adapter and head; swiftpick-30B-A3B-v1-mm runtime tag
• Saif 4B v2 by GyrTechnology (open): no published price. Licence: CC BY-NC 4.0; non-commercial · Access: Public decision weights, runtime and Decision Index engine
• karpo-decision-31B by MachinePulseAI (open): no published price. Licence: MachinePulse Community License effective 12 Nov 2026. Earlier Apache-2.0 copies retain their rights; inference code is separately Apache-2.0
• JevStyle 2B by Chaoliang Yan (open): no published price. Licence: Apache-2.0; upstream data and teacher-output terms still apply · Access: Merged weights and custom runtime; separate text-only GGUF and MLX packages
• Laya spam classifiers by Nikita Kolmogorov (open): no published price. Licence: Apache-2.0, according to both model cards · Access: Public weights, question files and loading examples for both classifiers
• OneJev 31B by OmniJev (open): no published price. Licence: Apache-2.0, according to the card · Access: Merged safetensors and a Flide serving example
• Copernicus 31B / 57B by Poindexter Labs (open): no published price. Licence: Apache-2.0, according to the card · Access: Public 31B and 57B weights with separate reference serving code
• Scantron Preview by aidendle94 (open): no published price. Licence: LFM Open License v1.0 · Access: Weights, custom Transformers code, calibration, questions and edit provenance
• Kanana-2-v-decide by Kakao (open): no published price. Licence: Kanana Open License · Access: Public weights, custom Transformers code and /v1/systemone server
• Agastya Decision RAG 2B by Andra Labs (Amartya Sai Andra) (open): no published price. Licence: Apache-2.0 · Access: Public weights; Unsloth FastDecisionModel required for typed inference; hosted handler deployment untested
• termite-decide 0.8B by Tane Piper (open): no published price. Licence: Apache-2.0; 0.2 uses CC BY 4.0 tldr-pages text and project-written rows · Access: Public GGUF weights
• Qwen3.5-4B-Router-1M by Maziyar Panahi (open): no published price. Licence: Apache-2.0 · Access: Public adapter; Unsloth FastDecisionModel and base weights required
• Decisio 12B tuned v2 commit by tachara-ai (open): no published price. Licence: Apache-2.0, per card and included licence · Access: Public weight shards and decision_config.json
• Rein r1 family by jmc0 (open): no published price. Licence: Apache-2.0, per both cards · Access: Public merged backbone and decision-head weights
• Vev 4B v2 by Wang Xiaolong (open): no published price. Licence: CC BY-NC 4.0; Apache-2.0 base licence retained · Access: Public merged weights; no separate adapter
• Compliance Decisions 0.8B by souvickdascmsa019 (open): no published price. Licence: Apache-2.0 model tag; derived dataset CC BY 4.0 · Access: Public adapter and head; Unsloth required, standard PEFT alone omits the head
• JDI-Decision-V1 by JD Industrials (open): no published price. Licence: Apache-2.0 model tag; OCR components retain upstream terms · Access: Public weight shards, complete-system inference code and reproduction guide
• Jeva 4B by Qi Li and Xinchao Wang (NUS) (open): no published price. Licence: Apache-2.0 weights and decision head; base licence retained · Access: Public backbone, adapter and head.pt; use the Jeva project’s loading guidance
• RASD Laya track classifier by Galal Ban Amr (open): no published price. Licence: Apache-2.0 model card · Access: Public weights, question file and Laya loading example
• MoDe S / M / L by newrexlabs (open): no published price. Licence: Weights: FAIR Noncommercial Research License and Acceptable Use Policy; inference code: Apache-2.0 · Access: Public weights and MoDe inference package; custom model code requires trust_remote_code=True
• Laya Minecraft by Thomas Tesche (open): no published price. Licence: Apache-2.0 model card · Access: Public weights, question signatures and train_report.json; Laya runtime
• medgemma-decide-4b-v2 by Amaljith (open): no published price. Licence: Health AI Developer Foundations terms; derivative notice included · Access: Public merged weights, joint decision head, adapter, inference code and per-question temperatures
• medical-jev-4b by JuneYao (open): no published price. Licence: MIT code and adapter; Apache-2.0 base, with separate upstream data terms · Access: Public custom-format LoRA and inference bundle; not PEFT-compatible
• LingeeJevMulti-4B-v1 by Ashan0525 (open): no published price. Licence: Apache-2.0 · Access: Public weights, Python runtime and POST /v1/systemone
• Logits Sigma-1 / Duo by Logits (open): no published price. Licence: Apache-2.0 code and weights; training sources include share-alike, copyleft-labelled and possibly non-commercial data · Access: Public weights and Decision Index engines; one 96 GB GPU in the reported setups
• d1-2B RAG Verifier by landtml (open): no published price. Licence: LFM Open License v1.0 · Access: Merged BF16 weights, LoRA adapter, Q8_0 GGUF and scoring records
• LocHeal Verdict 2B by kinasr (open): no published price. Licence: LFM Open License v1.0 · Access: Merged BF16 weights, LoRA backup and custom Transformers code
• Amada by LiamDB (open): no published price. Licence: CC BY-NC-ND 4.0 for weights and repository code; non-commercial, no redistribution of modified versions · Access: Public release ZIP files and Python ONNX runner
• JevAlt by Mert Kaya (Eschatia Labs) (open): no published price. Licence: Apache-2.0 code and weights; dataset terms remain separate · Access: Full weights, Q4_K_M/Q5_K_M/Q8_0 GGUF, Transformers and llama.cpp server
• Rein-NPC-4B by jmc0 (open): no published price. Licence: Apache-2.0; licence file included · Access: BF16 weights, decision protocol and GGUF variants
• Laya Descent v4 by Eren Terakye (open): no published price. Licence: Apache-2.0; base licence and modification notice included · Access: PyTorch and MLX checkpoints, data and training report
• Chinese Decision Pointer 4B by quincyqiang / yanqiangmiffy (open): no published price. Licence: Apache-2.0 weights; source datasets retain their own terms, including non-commercial or research-only terms · Access: Merged model.safetensors with loading and evaluation code
• Aster-JEV-27B by k2021211255 (open): no published price. Licence: Fine-tuned weights CC BY-NC 4.0; original backbone Apache-2.0 · Access: BF16 backbone, FP32 stored head and single-A800 inference recipe
• Jevora 9B by kadirbekovvv / doxanocap (open): no published price. Licence: Apache-2.0 project code and derivative weights; upstream components and datasets retain their terms · Access: Pinned complete V1.6 package at revision 545549b8e8104f1780966ef1c13136abb32712b4; custom Python 3.13 loader
• Domyn-Edge-Jev-Decision by Mahesh Deshwal (open): no published price. Access: FP32 safetensors and custom Transformers code · Licence: Apache-2.0 declared in the card; no separate package licence file
• Clashbot d1-ft-joint-tac by Jyler (open): no published price. Access: FP16 weights and bundled custom loader; CPU loading uses FP32 · Licence: LFM Open License v1.0; file included
• QEV Compact by Ken Jo (open): no published price. Licence: Apache-2.0 files included; training datasets retain their own terms
• Julia 1 by Supersonic Labs (open): no published price. Access: Open weights and packaged Python inference code; private training pipeline · Licence: Apache-2.0 declared in the card; no separate package licence file
• Strands Decider 2B v1 by Strands Labs (open): no published price. Licence: Apache-2.0; LICENSE.md included
• ZeroPoint by Javier Marín (open): no published price. Access: Bundled model files; Python with NumPy, ONNX Runtime and tokenizers · Licence: Apache-2.0 code; upstream multilingual-e5-small is MIT, with notices
• MANTA by Gevaert Lab (open): no published price. Access: BF16 weights, custom Transformers code and a Python request wrapper · Licence: Apache-2.0 files included; source datasets retain their own terms
• N-Q-26M-JEV by Q Project (open): no published price. Access: Transformers custom code; safetensors and QPACK files · Licence: Q Project Model License 1.0: free non-commercial use; commercial use, including internal use, needs a paid licence. Company evaluation is allowed for up to 90 days without production or customer use.
• GameDecider by Holdout Labs (open): no published price. Licence: Apache-2.0; upstream Ettin-400M is MIT
• MNN-Pocket-0.3B-Dec by Taobao MNN (open): no published price. Access: Bundled Python runtime; CPU float32 or supported GPU dtypes · Licence: Apache-2.0 file included
• ARC 1.0 by Rayline (open): no published price. Access: Open weights and hosted arc-sage-1.0 / arc-swift-1.0; public vllm-arc plugin is unfinished · Licence: Apache-2.0; LICENSE and NOTICE included
• GS1 by BIGAI (open): no published price. Licence: Apache-2.0 code and weights; LICENSE and NOTICE included
• ANT by Semantique Team (open): no published price. Licence: Apache-2.0 for released heads; Qwen backbones retain their own Apache-2.0 licence
• decider-ja 0.5B by ken11 (open): no published price. Licence: MIT; LICENSE.md includes the base and Strands code attribution
• Ainvest Decision 31B v2.0 by Ainvest-World (open): no published price. Access: 16 BF16 weight shards, approximately 62.55 GB before runtime overhead; CUDA package and CLI · Licence: Apache-2.0 release; retain base-model and MIT helper notices
• newTokenEra decision 27B by NewTokenEra (open): no published price. Access: 18 BF16 weight shards, about 52.17 GB before runtime overhead; custom Transformers code with trust_remote_code · Licence: Apache-2.0; actual LICENSE included
• ProbeLoop Laya stated limits by submsk (open): no published price. Licence: Apache-2.0 fine-tuning and exports; retain Laya and mmBERT upstream attribution
• femto-jev by igorktech (open): no published price. Access: Public weights and single-file Python inference; no text generation · Licence: Apache-2.0, with upstream notices
• Laya medical specialty by AI Anytime (open): no published price. Access: Public backbone and decision-head safetensors; load or serve with Snapcall · Licence: Apache-2.0 according to the card; dataset terms remain separate

Tooling

• Ollama v0.35 by Ollama (tooling): no published price
• prismhq/jev-router by prismhq (tooling): no published price
• mizorewww/laya-mlx by mizorewww (tooling): no published price. Licence: Apache-2.0

Community

• SemIf (formerly OpenJev) by TheoLeeCJ (community): no published price
• bnsd55/jevmlx by bnsd55 (community): no published price
• kw2828/OpenJev by kw2828 (community): no published price
• akash-kamat/system-one-gemma by akash-kamat (community): no published price
• leofmarciano/groot by leofmarciano (community): no published price. Licence: Apache-2.0
• jwuthri-cloud/SelfJev by jwuthri-cloud (community): no published price. Licence: Apache-2.0 (code)
• SecJev-4B Spot2 V3 by macmacmacmac (community): no published price. Licence: SecJev Use and Distribution Agreement v1.0; custom terms
• CodeSync Knack by DevsHub (community): no published price. Access: CodeSync bundle; standalone Ollama runner and GGUF files · Licence: Not specified in the card or file inventory