How I Cut AI API Costs 97.5%: Startup vs Enterprise
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So here's what happened: how I Cut AI API Costs 97.5%: Startup vs Enterprise I've been helping teams wire up LLM APIs for about three years now, and the number one thing founders get wrong? They listen to "go direct to OpenAI" advice that was written for a world where DeepSeek didn't exist, Qwen cost more than GPT-4, and Anthropic was still figuring out its pricing page. Here's the thing — the direct-provider advice is mostly broken for startups in 2026. I learned this the hard way when a…
1Key Takeaways
- So here's what happened: how I Cut AI API Costs 97.5%: Startup vs Enterprise I've been helping teams wire up LLM APIs for about three years now, and the number one thing founders get wrong?
- They listen to "go direct to OpenAI" advice that was written for a world where DeepSeek didn't exist, Qwen cost more than GPT-4, and Anthropic was still figuring out its pricing page.
- Here's the thing — the direct-provider advice is mostly broken for startups in 2026.
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — AI reports that so here's what happened: how I Cut AI API Costs 97.5%: Startup vs Enterprise I've been helping teams wire up LLM APIs for about three years now, and the number one thing founders get wrong?
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