AI创业公司工具

The best AI models for startups, ranked by a startup-specific score that rewards affordability, free tiers, function calling和流式输出. 14 free models, 14 under $1/1M tokens, and 14 open-source options for self-hosting。

排名方式: 基于基准测试分数(90%)来自MMLU、GPQA、HumanEval、SWE-bench等15+标准化评估，能力和上下文窗口作为辅助排序(10%)。

#1 Free

经济实惠总数

免费

低于$1/百万

235

With Tools

开源

AIStartup模型 - 按评分排名

#	模型	提供商	评分	$/百万输出	上下文
1	Claude Fable 5Anthropic	Anthropic	97	$50.00	1M
2	Claude Fable 5 (batch)Anthropic	Anthropic	97	$25.00	1M
3	Claude Opus 5 (Fast)Anthropic	Anthropic	95	$50.00	1M
4	Claude Opus 5Anthropic	Anthropic	95	$25.00	1M
5	Claude Opus 4.8 (Fast)Anthropic	Anthropic	95	$50.00	1M
6	Claude Opus 4.8Anthropic	Anthropic	95	$25.00	1M
7	Claude Opus 4.7 (Fast)Anthropic	Anthropic	95	$150.00	1M
8	Claude Opus 4.7Anthropic	Anthropic	95	$25.00	1M
9	Claude Opus 4.7 (batch)Anthropic	Anthropic	95	$12.50	1M
10	Claude Opus 4.8 (batch)Anthropic	Anthropic	95	$12.50	1M
11	GPT-5.6 Luna ProOpenAI	OpenAI	89	$0.60	1.1M
12	GPT-5.6 Luna Pro (batch)OpenAI	OpenAI	89	$0.60	1.1M
13	GPT-5.6 LunaOpenAI	OpenAI	89	$0.60	1.1M
14	GPT-5.6 Luna (batch)OpenAI	OpenAI	89	$0.60	1.1M
15	Gemma 4 31B (free)Google	Google	81	免费	262K
16	GPT-5.5 ProOpenAI	OpenAI	93	$180.00	1.1M
17	GPT-5.5 Pro (batch)OpenAI	OpenAI	93	$90.00	1.1M
18	GPT-5.5OpenAI	OpenAI	93	$30.00	1.1M
19	GPT-5.5 (batch)OpenAI	OpenAI	93	$15.00	1.1M
20	Gemini 3.1 Pro Preview Custom ToolsGoogle	Google	92	$12.00	1.0M
21	Gemini 3.1 Pro PreviewGoogle	Google	92	$12.00	1.0M
22	Gemini 3.1 Pro Preview (batch)Google	Google	92	$6.00	1.0M
23	GPT-5.4 ProOpenAI	OpenAI	92	$180.00	1.1M
24	GPT-5.4 Pro (batch)OpenAI	OpenAI	92	$90.00	1.1M
25	GPT-5.4OpenAI	OpenAI	92	$15.00	1.1M
26	GPT-5.4 (batch)OpenAI	OpenAI	92	$7.50	1.1M
27	GPT-5.3-CodexOpenAI	OpenAI	91	$14.00	400K
28	GPT-5.2-CodexOpenAI	OpenAI	91	$14.00	400K
29	GPT-5.2 ProOpenAI	OpenAI	91	$168.00	400K
30	GPT-5.2 Pro (batch)OpenAI	OpenAI	91	$84.00	400K

AI for Startups: Key Use Cases

MVP Prototyping

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.

Customer-Facing AI Features

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.

Cost-Efficient Scaling

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 Flexibility

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.