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OpenMesh

The fastest way to run AI inference cheaper

Route every inference request to the best infrastructure for cost, latency, and reliability

Screenshot 2026-04-06 at 12.50.01.png

Deploy and run AI models on the optimal infrastructure automatically

OpenDeploy intelligently routes inference across compute providers to optimize for cost, latency, and performance without manual configuration.

How It Works

SIMPLE TO GET STARTED

01

Define your workload

Submit model type, memory requirements, and performance constraints.

02

Intelligent workload analysis

OpenDeploy evaluates cost-performance tradeoffs across available compute pools.

03

Dynamic routing

Workloads are deployed to the most cost-efficient configuration.

04

Continuous optimization

Telemetry-driven refinement improves cost-per-inference over time.

Models available on OpenDeploy

Gemma 4 31B

Gemma 4 31B

Text | 31B | 260k ctx

GLM 5

GLM 5

Text | 128k ctx

Qwen3.5 Plus 2026-02-15

Qwen3.5 Plus 2026-02-15

Text | 131k ctx

MiniMax M2.5

MiniMax M2.5

Text | 1024k ctx

DeepSeek V3.2

DeepSeek V3.2

Text | 685B | 131k ctx

Kimi K2.5

Kimi K2.5

Text | 131k ctx

Ministral 3 3B 2512

Ministral 3 3B 2512

Text | 3B | 128k ctx

Llama 3.3 70B Instruct

Llama 3.3 70B Instruct

Text | 70B | 131k ctx

Qwen3 VL 32B Instruct

Qwen3 VL 32B Instruct

Multimodal | 32B | 8k ctx

Qwen3 Max Thinking

Qwen3 Max Thinking

Reasoning | 131k ctx

LFM2-8B-A1B

LFM2-8B-A1B

Text | 8B | 128k ctx

Mistral Small

Mistral Small

Text | 6B | 262k ctx

Grok 4.1 Fast

Grok 4.1 Fast

Text | 131k ctx

Mixtral 8x7B Instruct

Mixtral 8x7B Instruct

Text | 46.7B | 33k ctx

Ministral 3 8B 2512

Ministral 3 8B 2512

Text | 8B | 128k ctx

Llama 3.2 11B Vision Instruct

Llama 3.2 11B Vision Instruct

Multimodal | 11B | 131k ctx

Mistral: Pixtral Large 2411

Mistral: Pixtral Large 2411

Multimodal | 124B | 128k ctx

GPT OSS 20B

GPT OSS 20B

Text | 20B | 128k ctx

Gemma 3 27B

Gemma 3 27B

Text | 27B | 128k ctx

Qwen2.5 VL 32B Instruct

Qwen2.5 VL 32B Instruct

Multimodal | 32B | 8k ctx

Nemotron 3 Super 120b

Nemotron 3 Super 120b

Text | 120B | 262k ctx

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