Claude Sonnet 4.6 vs GPT-4o: 5 Real Business Tasks, Honest Verdict
Claude Sonnet 4.6 vs GPT-4o: GPQA 69.2% vs 54.2%, $3 vs $2.50/MTok, and which wins across 5 real business tasks from contracts to Python refactors.
Claude Sonnet 4.6 vs GPT-4o: GPQA 69.2% vs 54.2%, $3 vs $2.50/MTok, and which wins across 5 real business tasks from contracts to Python refactors.
Codex CLI vs Claude Code tested on 5 real tasks. Claude Code wins multi-file refactors; Codex CLI wins on scoped speed. Both break on large monorepos.
Claude API for business: 4 real use cases with exact token costs. Email drafting at $18/mo, contract extraction at $0.03/doc. Setup in under 2 hours.
Claude Opus 5, GPT-5.6, and Kimi K3 all shipped within 15 days. Pricing, benchmarks, and open weights compared so you can pick the right model.
Claude Sonnet 4.6 vs ChatGPT-4.5: 6 real tasks tested side-by-side. Code refactor, data analysis, legal summary, writing. API cost breakdown included.
KV cache is why your LLM app gets slow on long conversations. Here’s how prompt caching, vLLM, and SGLang actually work — and what breaks in production.
Claude Sonnet 4.6 vs Gemini 2.5 Pro on 5 real office tasks: PDF analysis, transcripts, emails, code, slides. We tested both — here is which saves more time.