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model","model","info","eval","prompt","token","context-window","pricing","token-limit","provider","gpt","claude","gemini","deepseek","openai","anthropic","azure-openai","deepseek","openrouter","google","fireworks"],"repository":{"type":"git","url":"git+ssh://git@github.com/paradite/llm-info.git"},"description":"Information on LLM models, context window token limit, output token limit, pricing and more","maintainers":[{"name":"paradite","email":"zhuliangg11@gmail.com"}],"readme":"# llm-info\n\n[![NPM version](https://img.shields.io/npm/v/llm-info.svg?style=flat-square)](https://npmjs.org/package/llm-info)\n[![CI](https://github.com/paradite/llm-info/actions/workflows/node.js.yml/badge.svg)](https://github.com/paradite/llm-info/actions/workflows/node.js.yml)\n\nInformation on LLM models, context window token limit, output token limit, pricing and more, developed by [16x Prompt](https://prompt.16x.engineer/) and [16x Eval](https://eval.16x.engineer/) team.\n\nRelated projects:\n\n- [send-prompt](https://github.com/paradite/send-prompt): A unified TypeScript library for AI model interactions with standardized interfaces and function calling.\n- [ai-file-edit](https://github.com/paradite/ai-file-edit): A library for editing files using AI models such as GPT, Claude, and Gemini.\n\n## Information provided\n\n- context window token limit\n- output token limit\n- pricing\n- image input support\n- `tokenizerId` for loading tokenizer from `@xenova/transformers`\n- legacy status and legacy reason\n- alpha/beta status\n- small model indicator\n- reasoning model indicator\n- coding recommendation\n- writing recommendation\n- OpenRouter model ID mapping\n- notes and documentation URLs\n- API keys page URLs for easy access to provider API key management\n- Deprecated model mappings (DeepSeek-V3 under `deepseek-chat`, DeepSeek-R1 under `deepseek-reasoner`)\n- and more\n\n## Models included\n\n- GPT-5.2\n- GPT-5.2 Pro\n- o3\n- o4-mini\n- Claude Opus 4.5\n- Claude Sonnet 4.5\n- Claude Haiku 4.5\n- DeepSeek-V3.1\n- Gemini 3 Pro Preview\n- Gemini 2.5 Flash\n- Grok 4\n- .. and more\n\nNon-models (model-like) included:\n\n- ChatGPT\n\n## Providers supported\n\nFirst-party providers:\n\n- OpenAI\n- Anthropic\n- Azure OpenAI\n- DeepSeek\n- Google\n- xAI\n\nThird-party providers:\n\n- OpenRouter\n- Fireworks\n\n## Install:\n\n```bash\n$ npm install llm-info\n```\n\n## Usage\n\n```ts\n// Models\nimport { AllModels, ModelEnum, NonModelEnum, ModelInfoMap } from 'llm-info';\n\nconsole.log(AllModels);\n/*\n[\n  'gpt-4',\n  'gpt-4-turbo',\n  'gpt-4o',\n  'gpt-4o-64k-output-alpha',\n  'gpt-4o-mini',\n  'gpt-4o-2024-08-06',\n  'o1-preview',\n  'o1-mini',\n  'o1',\n  'claude-3-5-sonnet-20240620',\n  'claude-3-5-sonnet-20241022',\n  'claude-3-5-haiku-20241022',\n  // ...\n]\n*/\n\n// Model Info\nconst modelInfo = ModelInfoMap['gpt-4o'];\nconsole.log(modelInfo);\n/*\n{\n  name: 'GPT-4o',\n  provider: 'openai',\n  contextWindowTokenLimit: 128000,\n  outputTokenLimit: 4096,\n  pricePerMillionInputTokens: 5,\n  pricePerMillionOutputTokens: 15,\n  tokenizerId: 'Xenova/gpt-4o',\n  supportsImageInput: true,\n  legacy: false\n}\n*/\n\n// Example with more fields including recommendations\nconst recentModelInfo = ModelInfoMap['claude-sonnet-4-20250514'];\nconsole.log(recentModelInfo);\n/*\n{\n  name: 'Claude Sonnet 4',\n  provider: 'anthropic',\n  contextWindowTokenLimit: 200000,\n  outputTokenLimit: 64000,\n  pricePerMillionInputTokens: 3,\n  pricePerMillionOutputTokens: 15,\n  tokenizerId: 'Xenova/claude-tokenizer',\n  notes: 'Optimal balance of intelligence, cost, and speed',\n  notesUrl: 'https://www.anthropic.com/claude/sonnet',\n  supportsImageInput: true,\n  recommendedForCoding: true,\n  recommendedForWriting: true,\n  legacy: false,\n  openRouterModelId: 'anthropic/claude-sonnet-4'\n}\n*/\n\n// Providers\nimport { AI_PROVIDER_NAME_MAP } from 'llm-info';\n\nconsole.log(AI_PROVIDER_NAME_MAP);\n/*\n{\n  openai: 'OpenAI',\n  anthropic: 'Anthropic',\n  'azure-openai': 'Azure OpenAI',\n  deepseek: 'DeepSeek',\n  openrouter: 'OpenRouter',\n  google: 'Google',\n  fireworks: 'Fireworks'\n}\n*/\n\n// Provider Configuration\nimport { AI_PROVIDER_CONFIG, AI_PROVIDERS } from 'llm-info';\n\nconsole.log(AI_PROVIDER_CONFIG);\n/*\n{\n  openai: {\n    name: 'OpenAI',\n    firstParty: true,\n    apiKeysPage: 'https://platform.openai.com/api-keys'\n  },\n  anthropic: {\n    name: 'Anthropic',\n    firstParty: true,\n    apiKeysPage: 'https://console.anthropic.com/settings/keys'\n  },\n  'azure-openai': {\n    name: 'Azure OpenAI',\n    firstParty: false,\n    baseURL: 'https://<your-resource-name>.openai.azure.com/',\n    website: 'https://azure.microsoft.com/en-us/products/ai-services/openai-service'\n  },\n  deepseek: {\n    name: 'DeepSeek',\n    firstParty: true,\n    baseURL: 'https://api.deepseek.com',\n    apiKeysPage: 'https://platform.deepseek.com/api_keys'\n  },\n  openrouter: {\n    name: 'OpenRouter',\n    firstParty: false,\n    baseURL: 'https://openrouter.ai/api/v1',\n    website: 'https://openrouter.ai',\n    apiKeysPage: 'https://openrouter.ai/keys'\n  },\n  google: {\n    name: 'Google',\n    firstParty: true,\n    baseURL: 'https://generativelanguage.googleapis.com/v1beta/openai/',\n    apiKeysPage: 'https://aistudio.google.com/app/apikey'\n  },\n  fireworks: {\n    name: 'Fireworks',\n    firstParty: false,\n    baseURL: 'https://api.fireworks.ai/inference/v1',\n    website: 'https://fireworks.ai'\n  },\n  xai: {\n    name: 'xAI',\n    firstParty: true,\n    baseURL: 'https://api.x.ai/v1',\n    apiKeysPage: 'https://console.x.ai/'\n  }\n}\n*/\n\n// Tokenizer\nimport { AutoTokenizer } from '@xenova/transformers';\nconst testSentence =\n  \"Many words map to one token, but some don't: indivisible.\";\nconst results: string[] = [];\nfor (let i = 0; i < AllModels.length; i++) {\n  const model = AllModels[i];\n  if (ModelInfoMap[model].tokenizerId) {\n    const tokenizer = await AutoTokenizer.from_pretrained(\n      ModelInfoMap[model].tokenizerId\n    );\n    const tokens = tokenizer.encode(testSentence);\n    results.push(`${model}: ${tokens.length}`);\n  }\n}\nconsole.log(`Test sentence: ${testSentence}\\n${results.join('\\n')}`);\n// Test sentence: Many words map to one token, but some don't: indivisible.\n// gpt-4: 15\n// gpt-4o: 14\n// gpt-4o-mini: 14\n// claude-3-5-sonnet-20240620: 16\n```\n\n## Deprecated Model Mappings\n\nSome model IDs have been reused for newer versions. The library includes a deprecated mapping system to track these transitions:\n\n```typescript\nimport {\n  getDeprecatedMappingByModelId,\n  getAllDeprecatedMappings,\n} from 'llm-info';\n\n// Check for deprecated model mappings\nconst deprecatedMapping = getDeprecatedMappingByModelId('deepseek-chat');\nif (deprecatedMapping) {\n  console.log(`Model ID: ${deprecatedMapping.modelId}`);\n  console.log(`Deprecated Name: ${deprecatedMapping.deprecatedName}`);\n  console.log(`Deprecated Release: ${deprecatedMapping.deprecatedReleaseDate}`);\n  console.log(`Transition Date: ${deprecatedMapping.transitionDate}`);\n  console.log('Deprecated Model Info:', deprecatedMapping.deprecatedModelInfo);\n}\n/*\nModel ID: deepseek-chat\nDeprecated Name: DeepSeek-V3 (new)\nDeprecated Release: 2025-03-24\nTransition Date: 2025-08-21\nDeprecated Model Info: {\n  id: 'deepseek-chat',\n  name: 'DeepSeek-V3 (new)',\n  provider: 'deepseek',\n  contextWindowTokenLimit: 64000,\n  outputTokenLimit: 8192,\n  pricePerMillionInputTokens: 0.27,\n  pricePerMillionOutputTokens: 1.1,\n  tokenizerId: null,\n  legacy: true,\n  legacyReason: 'Replaced by DeepSeek-V3.1 on the same model ID',\n  releaseDate: '2025-03-24'\n}\n*/\n\n// Get all deprecated models info\nconst allModelsInfo = getAllDeprecatedModelsInfo();\nconsole.log(allModelsInfo);\n/*\n[\n    {\n      id: 'deepseek-chat',\n      name: 'DeepSeek-V3 (new)',\n      provider: 'deepseek',\n      contextWindowTokenLimit: 64000,\n      outputTokenLimit: 8192,\n      pricePerMillionInputTokens: 0.27,\n      pricePerMillionOutputTokens: 1.1,\n      tokenizerId: null,\n      legacy: true,\n      legacyReason: 'Replaced by DeepSeek-V3.1 on the same model ID',\n      releaseDate: '2025-03-24'\n    },\n    {\n      id: 'deepseek-reasoner',\n      name: 'DeepSeek-R1',\n      provider: 'deepseek',\n      contextWindowTokenLimit: 64000,\n      outputTokenLimit: 8000,\n      pricePerMillionInputTokens: 0.55,\n      pricePerMillionOutputTokens: 2.19,\n      tokenizerId: 'Xenova/gpt-4o',\n      reasoning: true,\n      supportsImageInput: false,\n      legacy: true,\n      legacyReason: 'Replaced by DeepSeek-V3.1 (Thinking Mode) on the same model ID',\n      releaseDate: '2025-05-28'\n    }\n  ]\n*/\n```\n\n### Current Deprecated Mappings\n\n- **deepseek-chat**: Originally \"DeepSeek-V3 (new)\" (released 2025-03-24), now refers to \"DeepSeek-V3.1\" (transitioned 2025-08-21)\n- **deepseek-reasoner**: Originally \"DeepSeek-R1\" (released 2025-05-28), now refers to \"DeepSeek-V3.1 (Thinking Mode)\" (transitioned 2025-08-21)\n\n## Testing\n\n```\n$ npm test\n```\n","readmeFilename":"README.md"}