> ## Documentation Index > Fetch the complete documentation index at: https://docs.agentuse.io/llms.txt > Use this file to discover all available pages before exploring further. # Model Reference > Recommended AI models for AgentUse # Model Reference This page lists recommended models for AgentUse, organized by provider. > **Note**: Other models from these providers may also work. These are the ones we recommend and test against. > **Auto-generated**: Run `pnpm generate:models` to update. ## Quick Reference **Default models:** * **Anthropic**: `anthropic:claude-sonnet-5` (balanced performance) * **OpenAI**: `openai:gpt-5.5` (latest GPT) * **OpenRouter**: `openrouter:z-ai/glm-5.2` (open source) * **Amazon Bedrock**: `bedrock:us.anthropic.claude-sonnet-4-5-20250929-v1:0` ## Recommended Models ### Anthropic | Model ID | Name | Input Context | Output | Capabilities | | ---------------------------- | ------------------------- | ------------- | ------- | ------------------------ | | `anthropic:claude-fable-5` | Claude Fable 5 | 1,000,000 | 128,000 | Reasoning, Vision, Tools | | `anthropic:claude-sonnet-5` | Claude Sonnet 5 | 1,000,000 | 128,000 | Reasoning, Vision, Tools | | `anthropic:claude-opus-4-8` | Claude Opus 4.8 | 1,000,000 | 128,000 | Reasoning, Vision, Tools | | `anthropic:claude-haiku-4-5` | Claude Haiku 4.5 (latest) | 200,000 | 64,000 | Reasoning, Vision, Tools | ### OpenAI | Model ID | Name | Input Context | Output | Capabilities | | ---------------------------- | --------------------- | ------------- | ------- | ------------------------ | | `openai:gpt-5.5` | GPT-5.5 | 922,000 | 128,000 | Reasoning, Vision, Tools | | `openai:gpt-5.5-pro` | GPT-5.5 Pro | 922,000 | 128,000 | Reasoning, Vision, Tools | | `openai:gpt-5.4-nano` | GPT-5.4 nano | 272,000 | 128,000 | Reasoning, Vision, Tools | | `openai:gpt-5.4-mini` | GPT-5.4 mini | 272,000 | 128,000 | Reasoning, Vision, Tools | | `openai:gpt-5.3-codex` | GPT-5.3 Codex | 272,000 | 128,000 | Reasoning, Vision, Tools | | `openai:gpt-5.3-codex-spark` | GPT-5.3 Codex Spark | 100,000 | 32,000 | Reasoning, Vision, Tools | | `openai:gpt-5.3-chat-latest` | GPT-5.3 Chat (latest) | 128,000 | 16,384 | Vision, Tools | | `openai:gpt-5.1-codex-max` | GPT-5.1 Codex Max | 272,000 | 128,000 | Reasoning, Vision, Tools | | `openai:gpt-5.1-codex-mini` | GPT-5.1 Codex mini | 272,000 | 128,000 | Reasoning, Vision, Tools | ### OpenRouter | Model ID | Name | Input Context | Output | Capabilities | | ------------------------------------------ | ---------------------- | ------------- | --------- | ------------------------ | | `openrouter:z-ai/glm-5.2` | GLM-5.2 | 1,048,576 | 32,768 | Reasoning, Tools | | `openrouter:z-ai/glm-5v-turbo` | GLM-5V-Turbo | 202,752 | 131,072 | Reasoning, Vision, Tools | | `openrouter:x-ai/grok-4.3` | Grok 4.3 | 1,000,000 | 1,000,000 | Reasoning, Vision, Tools | | `openrouter:deepseek/deepseek-v4-pro` | DeepSeek V4 Pro | 1,048,576 | 384,000 | Reasoning, Tools | | `openrouter:deepseek/deepseek-v4-flash` | DeepSeek V4 Flash | 1,000,000 | 65,536 | Reasoning, Tools | | `openrouter:qwen/qwen3.7-max` | Qwen3.7 Max | 1,000,000 | 65,536 | Reasoning, Tools | | `openrouter:qwen/qwen3.7-plus` | Qwen3.7 Plus | 1,000,000 | 65,536 | Reasoning, Vision, Tools | | `openrouter:google/gemini-3.5-flash` | Gemini 3.5 Flash | 1,048,576 | 65,536 | Reasoning, Vision, Tools | | `openrouter:google/gemini-3.1-pro-preview` | Gemini 3.1 Pro Preview | 1,048,576 | 65,536 | Reasoning, Vision, Tools | | `openrouter:minimax/minimax-m3` | MiniMax-M3 | 524,288 | 512,000 | Reasoning, Vision, Tools | | `openrouter:google/gemini-3-flash-preview` | Gemini 3 Flash Preview | 1,048,576 | 65,535 | Reasoning, Vision, Tools | | `openrouter:moonshotai/kimi-k2.6` | Kimi K2.6 | 262,144 | 262,144 | Reasoning, Vision, Tools | ### Amazon Bedrock Bedrock model IDs are passed through unchanged and are not validated against the static registry. Use any model ID supported by your AWS account and region. | Model ID (example) | Notes | | ------------------------------------------------------ | ----------------------------------------------------- | | `bedrock:us.anthropic.claude-sonnet-4-5-20250929-v1:0` | Claude Sonnet 4.5 (US cross-region inference profile) | | `bedrock:anthropic.claude-3-5-sonnet-20241022-v2:0` | Claude 3.5 Sonnet v2 | | `bedrock:anthropic.claude-3-haiku-20240307-v1:0` | Claude 3 Haiku | | `bedrock:meta.llama3-70b-instruct-v1:0` | Llama 3 70B Instruct | | `bedrock:mistral.mistral-large-2402-v1:0` | Mistral Large | | `bedrock:us.amazon.nova-pro-v1:0` | Amazon Nova Pro | See the [Amazon Bedrock model catalog](https://docs.aws.amazon.com/bedrock/latest/userguide/models-supported.html) for the full list. Model availability depends on the AWS region and on the [model access](https://docs.aws.amazon.com/bedrock/latest/userguide/model-access.html) granted in your account. Authentication uses standard AWS environment variables (`AWS_ACCESS_KEY_ID` / `AWS_SECRET_ACCESS_KEY` / `AWS_REGION`, optional `AWS_SESSION_TOKEN`) or `AWS_BEARER_TOKEN_BEDROCK`. See the [Model Configuration guide](/guides/model-configuration#amazon-bedrock) for details. ## Custom Providers (Local LLMs) In addition to the built-in providers above, you can connect any OpenAI-compatible endpoint as a custom provider: ```bash theme={"system"} # Add Ollama agentuse provider add ollama --url http://localhost:11434/v1 # Add LM Studio agentuse provider add lmstudio --url http://localhost:1234/v1 ``` Then use any model available on those endpoints: ```bash theme={"system"} agentuse run agent.agentuse -m ollama:glm-5-flash:q4_K_M agentuse run agent.agentuse -m ollama:qwen3.5:0.8b agentuse run agent.agentuse -m lmstudio:qwen/qwen3.5-9b ``` See [Model Configuration](/guides/model-configuration#custom-providers-local-llms) for full setup details. ## Usage Specify a model in your agent file: ```yaml theme={"system"} --- model: anthropic:claude-sonnet-5 --- ``` Or override via CLI: ```bash theme={"system"} agentuse run agent.agentuse -m openai:gpt-5.5 agentuse run agent.agentuse -m ollama:glm-5-flash:q4_K_M ```