# GLM-4.6 Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex agentic tasks. Superior coding performance: The model achieves higher scores on code benchmarks and demonstrates better real-world performance in applications such as Claude Code、Cline、Roo Code and Kilo Code, including improvements in generating visually polished front-end pages. Advanced reasoning: GLM-4.6 shows a clear improvement in reasoning performance and supports tool use during inference, leading to stronger overall capability. More capable agents: GLM-4.6 exhibits stronger performance in tool using and search-based agents, and integrates more effectively within agent frameworks. Refined writing: Better aligns with human preferences in style and readability, and performs more naturally in role-playing scenarios. ## Model Information - **Organization**: [Z.ai](/llm.txt) - **Slug**: glm-4-6 - **Available at Providers**: 63 - **Release Date**: September 30, 2025 ### Benchmark Scores - AIME 2025: 0.939 - HLE: 0.172 - GPQA: 0.81 - SWE Bench: 0.68 - Terminal: 0.405 - Browsecomp: 0.451 ## Providers | Provider | Name | $ Input (per 1M) | $ Output (per 1M) | Free | Link | |----------|------|-----------------|------------------|------|------| | [AIHubMix](/llm/aihubmix.txt) | cc-glm-4.6 | 0.06 | 0.22 | | [View](https://aihubmix.com/model/cc-glm-4.6) | | [AIHubMix](/llm/aihubmix.txt) | coding-glm-4.6 | 0.06 | 0.22 | | [View](https://aihubmix.com/model/coding-glm-4.6) | | [AIHubMix](/llm/aihubmix.txt) | coding-glm-4.6-free | 0.00 | 0.00 | Yes | [View](https://aihubmix.com/model/coding-glm-4.6-free) | | [AIHubMix](/llm/aihubmix.txt) | glm-4.6 | 0.00 | 0.00 | Yes | [View](https://aihubmix.com/model/glm-4.6) | | [AIMLAPI](/llm/aimlapi.txt) | GLM 4.6 | | | | | | [FastRouter](/llm/fastrouter.txt) | Z.AI: GLM 4.6 | 0.60 | 1.90 | | [View](https://fastrouter.ai/models/z-ai/glm-4.6) | | [Helicone](/llm/helicone.txt) | Zai GLM-4.6 | 0.45 | 1.50 | | [View](https://www.helicone.ai/model/glm-4.6) | | [Abacus](/llm/abacus.txt) | GLM-4.6 | 0.60 | 2.20 | | | | [Novita AI](/llm/novita.txt) | glm-4.6 | 0.55 | 2.20 | | | | [SiliconFlow (China)](/llm/siliconflowcn.txt) | zai-org/GLM-4.6 | 0.50 | 1.90 | | | | [Together AI](/llm/togetherai.txt) | Glm 4.6 Fp8 | 0.60 | 2.20 | | | | [Baseten](/llm/baseten.txt) | GLM 4.6 | 0.60 | 2.20 | | | | [SiliconFlow](/llm/siliconflow.txt) | GLM-4.6 | 0.39 | 1.90 | | [View](https://www.siliconflow.com./models/glm-4-6) | | [iFlow](/llm/iflowcn.txt) | GLM-4.6 | 0.00 | 0.00 | Yes | | | [Zhipu AI](/llm/zhipuai.txt) | GLM-4.6 | 0.60 | 2.20 | | | | [IO.NET](/llm/ionet.txt) | GLM 4.6 | 0.40 | 1.75 | | | | [ModelScope](/llm/modelscope.txt) | GLM-4.6 | 0.00 | 0.00 | Yes | | | [Nano-GPT](/llm/nanogpt.txt) | GLM 4.6 | | | | | | [Nano-GPT](/llm/nanogpt.txt) | GLM 4.6 Thinking | | | | | | [Nano-GPT](/llm/nanogpt.txt) | GLM 4.6 Original | | | | | | [Nano-GPT](/llm/nanogpt.txt) | GLM 4.6 TEE | | | | | | [Ollama Cloud](/llm/ollama.txt) | glm-4.6 | | | | [View](https://ollama.com/library/glm-4.6) | | [OpenRouter](/llm/openrouter.txt) | GLM 4.6 | 0.35 | 1.71 | | [View](https://openrouter.ai/z-ai/glm-4.6) | | [OpenCode Zen](/llm/opencode.txt) | glm-4.6 | 0.60 | 2.20 | | | | [Poe](/llm/poe.txt) | GLM-4.6 | 0.55 | 2.20 | | [View](https://poe.com/glm-4.6/api) | | [Requesty](/llm/requesty.txt) | | 0.60 | 2.20 | | | | [Requesty](/llm/requesty.txt) | | 0.60 | 2.20 | | | | [ValorGPT](/llm/valorgpt.txt) | GLM 4.6 | | | | [View](https://www.valorgpt.com/models/z-ai-glm-4.6) | | [ValorGPT](/llm/valorgpt.txt) | GLM 4.6 (exacto) | | | | [View](https://www.valorgpt.com/models/z-ai-glm-4.6-exacto) | | [Vercel AI Gateway](/llm/vercel.txt) | GLM 4.6 | 0.45 | 1.80 | | | | [Yupp](/llm/yupp.txt) | GLM 4.6 (Chutes AI) | | | | | | [Yupp](/llm/yupp.txt) | GLM 4.6 (Novita) | | | | | | [Yupp](/llm/yupp.txt) | GLM 4.6 (Z.ai) | | | | | | [Yupp](/llm/yupp.txt) | GLM 4.6 (OpenRouter) | | | | | | [Yupp](/llm/yupp.txt) | GLM 4.6 (exacto) (OpenRouter) | | | | | | [Z.AI](/llm/zai.txt) | GLM-4.6 | 0.60 | 0.11 | | | | [ZenMUX](/llm/zenmux.txt) | Z.AI: GLM 4.6 | 0.35 | 1.54 | | | | [Atlas Cloud](/llm/atlascloud.txt) | GLM 4.6 | 0.44 | 1.74 | | [View](https://www.atlascloud.ai/models/zai-org/GLM-4.6) | | [DeepInfra](/llm/deepinfra.txt) | GLM-4.6 | 0.43 | 1.74 | | | | [Routeway](/llm/routeway.txt) | Z.AI: GLM 4.6 | 0.43 | 1.75 | | [View](https://routeway.ai/models) | | [Glama](/llm/glama.txt) | glm-4.6 | 0.60 | 2.20 | | [View](https://glama.ai/gateway/models/glm-4.6) | | [LangDB](/llm/langdb.txt) | glm-4.6 | | | | [View](https://langdb.ai/app/models) | | [302.AI](/llm/302ai.txt) | glm-4.6 | 0.29 | 1.14 | | [View](https://302ai-en.apifox.cn/207705115e0) | | [Kilo Code](/llm/kilocode.txt) | Z.ai: GLM 4.6 | 0.35 | 1.71 | | [View](https://kilo.ai/models/z-ai/glm-4.6) | | [Kilo Code](/llm/kilocode.txt) | Z.ai: GLM 4.6 (exacto) | 0.44 | 1.76 | | | | [GMI Cloud](/llm/gmi.txt) | GLM-4.6 | 0.60 | 2.00 | | | | [Roo Code](/llm/roocode.txt) | GLM 4.6 | 0.45 | 1.80 | | [View](https://roocode.com) | | [302.AI](/llm/302ai.txt) | zai-org/glm-4.6 | 0.57 | 2.29 | | [View](https://302ai-en.apifox.cn/api-308032503) | | [Warp](/llm/warp.txt) | GLM 4.6 | | | | [View](https://docs.warp.dev/agent-platform/capabilities/model-choice) | | [Okara](/llm/okara.txt) | GLM 4.6 | | | | [View](https://okara.ai/ai-models/glm-4.6) | | [CommonStack](/llm/commonstack.txt) | Zhipu: GLM 4.6 | 0.60 | 2.20 | | | | [NetMind](/llm/netmind.txt) | GLM-4.6 | 0.60 | 2.20 | | | | [CometAPI](/llm/cometapi.txt) | GLM 4.6 | 0.96 | 3.84 | | | | [MegaNova](/llm/meganova.txt) | GLM-4.6 | 0.45 | 1.90 | | | | [Qiniu](/llm/qiniuai.txt) | Z-AI/GLM 4.6 | | | | | | [ApiYI](/llm/apiyi.txt) | glm-4.6 | | | | | | [WaveSpeed AI](/llm/wavespeed.txt) | glm-4.6 | 0.39 | 1.65 | | | | [OpenRouter](/llm/openrouter.txt) | GLM 4.6 (exacto) | 0.44 | 1.76 | | [View](https://openrouter.ai/z-ai/glm-4.6:exacto) | | [Airforce API](/llm/airforce.txt) | glm-4.6 | | | | | | [Airforce API](/llm/airforce.txt) | glm-4.6-thinking | | | | | | [Writingmate](/llm/writingmate.txt) | Z.ai: GLM 4.6 (exacto) | | | | [View](https://writingmate.ai/models/z-ai/glm-4.6) | | [Blackbox AI](/llm/blackboxai.txt) | blackboxai/z-ai/glm-4.6 | | | | | | [LLM Stats](/llm/llmstats.txt) | GLM-4.6 | | | | | --- [← Back to all providers](/llm.txt)