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I tested 4 free 70B-class LLM endpoints for real production work — here's what each is actually good at

DEV Community·Pranav Chandra·about 1 month ago
#SXvATRtn
#ai#llm#opensource#qwen#cloudflare#endpoints
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The question Most "production-grade" AI tools ship on paid endpoints — OpenAI, Anthropic, Gemini Pro. That's the safe choice. It's also the expensive one. I wanted to know: in mid-2026, can free 70B-class open-source endpoints actually carry a real product workload? Not a toy chatbot — a tool that generates working HTML/CSS/JS for arbitrary user prompts. So I built one. The result is Sitecraft ( wiz-craft.vercel.app ) — a free, open-source AI website builder. It runs across four different free endpoints and lets users switch between them mid-conversation. This post is what I learned about each one. Not a benchmark — a working engineer's notes.…

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