Adaptive Inference
AI Infrastructure
Large Language Models
Foundation models
AI models
LLMs
Generative AI
Open Source LLMs
By Anjin Stewart-Funai
May 1, 2025
Powerful agent support. State-of-the-art coder with optional reasoning. Smarter workflows.
The Qwen family just got a major upgrade, and we’re excited to bring it to you on kluster.ai.
Qwen3-235B-A22B is now available for inference, and it’s built to handle the most complex agent workflows, competitive coding tasks, and optional multi-step reasoning - all while offering blazing-fast performance thanks to its MoE architecture.
Let’s break down what makes this model stand out.
🧠 Built for agentic workflows - From the ground up
Qwen3 isn’t just tool-aware - it’s tool-native.
It comes with first-class support for function calling, API integration, and multi-step orchestration, making it ideal for:
• Retrieval-Augmented Generation (RAG)
• Code execution pipelines
• Multi-tool agent chains
It’s also fully compatible with the Model Context Protocol (MCP), allowing developers to chain together complex reasoning steps and tool calls with ease.
💻 A coder that rivals closed models
Qwen3-235B-A22B leads in open-weight performance for tool use and coding, so whether you’re debugging, generating, or optimizing code, it has you covered.
• #1 open model on the BFCL benchmark (tool use), outperforming GPT-4.5
• High scores on LiveCodeBench & CodeForces, excelling at real-world coding challenges
• Performs on par with top proprietary models like OpenAI o1, Gemini 2.5 Pro, Grok 3 Beta, and o3-mini
🧪Dynamic reasoning with /think and /nothink
Qwen3 is the first model to support prompt-level reasoning control - making it ideal for agents that need to adapt to different task types in real time:
• /think – triggers step-by-step reasoning, great for complex or high-stakes tasks
• /nothink – skips reasoning for fast, to-the-point outputs
🌍 Multilingual Mastery
Qwen3 was trained on 119 languages, giving it remarkable fluency and context handling across:
• Full codebases
• Technical documents
• Multilingual prompts and datasets
If your agents operate in global contexts or multilingual environments, Qwen3 is a powerful ally.
🔐 Your Data Stays Yours
As always, when you use our OpenAI compatible real time API on kluster.ai:
• Your prompts and outputs are never stored
• You maintain full ownership over your work
Try Qwen3 Now
Qwen3-235B-A22B is live on kluster.ai, available for both API and UI access. Whether you’re building autonomous agents, evaluating open models, or looking for a reliable coding assistant - this one’s worth trying.