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DeepSeek V3 vs GPT-4o: Is the Cheap Chinese Model Actually Good? (Real Tests)
DeepSeek V3 costs 10x less than GPT-4o. Is it 10x worse? We ran 30 real tasks side by side — coding, writing, reasoning, long context. Here are the honest results, and when to use each.
Groq vs Cerebras vs Together AI: The Fast Inference Provider Showdown (2026)
Groq does 300 tokens/sec. Cerebras claims 1,800. Together gives you dedicated endpoints. Which fast-inference provider should you actually use — and when does speed matter more than model quality? A benchmark-backed breakdown.
Claude Opus 4 vs GPT-4o for Coding: A Developer's Honest 2026 Comparison
We shipped 40 real pull requests using Claude Opus 4 and GPT-4o back-to-back. Here's which one wins on refactoring, debugging, test generation, and agentic coding — with concrete examples and cost breakdowns.