The best AI models for startups, ranked by a startup-specific score that rewards affordability, free tiers, function calling和流式输出. 17 free models, 17 under $1/1M tokens, and 17 open-source options for self-hosting。
| # | 模型 | 评分 |
|---|---|---|
| 1 | Claude Opus 4.7Anthropic | 95 |
| 2 | Gemma 4 31B (free)Google | 81 |
| 3 | GPT-5.5OpenAI | 93 |
| 4 | Gemini 3.1 Pro Preview Custom ToolsGoogle | 92 |
| 5 | Gemini 3.1 Pro PreviewGoogle | 92 |
| 6 | GPT-5.4 ProOpenAI | 92 |
| 7 | GPT-5.4OpenAI | 92 |
| 8 | DeepSeek V4 ProDeepSeek | 87 |
| 9 | MiniMax M2.5 (free)MiniMax | 78 |
| 10 | GPT-5.5 ProOpenAI | 91 |
| 11 | GPT-5.2 ProOpenAI | 91 |
| 12 | Claude Opus 4.6 (Fast)Anthropic | 90 |
| 13 | Claude Opus 4.6Anthropic | 90 |
| 14 | GPT-5.2-CodexOpenAI | 90 |
| 15 | GPT-5.2OpenAI | 90 |
| 16 | Grok 4.20xAI | 89 |
| 17 | GPT-5.3-CodexOpenAI | 89 |
| 18 | GPT-5 ProOpenAI | 89 |
| 19 | Gemini 3 Flash PreviewGoogle | 88 |
| 20 | Grok 4xAI | 88 |
| 21 | GPT-5.1-Codex-MaxOpenAI | 88 |
| 22 | GPT-5 CodexOpenAI | 88 |
| 23 | GPT-5OpenAI | 88 |
| 24 | GPT-5.1OpenAI | 87 |
| 25 | GPT-5.1-CodexOpenAI | 87 |
| 26 | GPT-5.1-Codex-MiniOpenAI | 87 |
| 27 | o3 Deep ResearchOpenAI | 87 |
| 28 | o3 ProOpenAI | 87 |
| 29 | o3OpenAI | 87 |
| 30 | Gemma 4 26B A4B (free)Google | 73 |
Free models let you build and iterate on your MVP without burning through runway. Start with free-tier APIs to validate your idea, test user flows, and gather feedback before committing to paid models. Many free models support function calling and streaming for production-quality prototypes.
Add AI-powered chatbots, search, summarization, or content generation to your product. Models with function calling can integrate with your backend to execute actions, while streaming provides real-time responses that keep users engaged. Budget models under $1/1M tokens keep costs predictable as you scale.
As your user base grows, AI costs can spike fast. Affordable models under $1/1M output tokens let you scale to thousands of daily users without blowing your budget. Compare price-to-quality ratios to find the sweet spot between capability and cost for your specific use case.
Open-source models give startups full control over their AI stack. Self-host to eliminate per-token costs at scale, fine-tune on your domain data for better results, and avoid vendor lock-in. Ideal for startups handling sensitive data or building in regulated industries.
AI倍增小团队产出：一个开发者配合AI代码产出提高3-5倍，一个营销人员为多个渠道生成内容。免费模型涵盖80%的初创AI需求。
从免费层级开始用于大多数任务。仅对复杂代码生成和战略分析使用高级模型。随着扩展，开源自托管模型消除每次调用的成本。
模型起草演示文稿、财务模型和投资者更新。网络搜索研究投资者及其投资重点。推理从牵引力数据构建引人注目的叙事。
两者兼用。内部使用AI API加速开发。向产品添加AI功能以差异化。函数调用和JSON模式支持将AI功能快速集成到现有产品中。