DeepSeek V3.2 vs OpenAI o3: Which Beats the Other on Real Coding Tasks in 2026?
DeepSeek V3.2 scores 73.1% SWE-bench Verified at $0.28/M tokens vs o3’s ~$10/M. Real task results, cost breakdown, and which model fits your workflow.
DeepSeek V3.2 scores 73.1% SWE-bench Verified at $0.28/M tokens vs o3’s ~$10/M. Real task results, cost breakdown, and which model fits your workflow.
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.
OpenCode hit 176K GitHub stars while Copilot switched to per-credit billing. How all three agents performed on 8 real engineering tasks — with exact cost math.
Devin 2.0: $20/mo entry, down from $500. We ran 10 real engineering tasks and found ACU costs balloon 3-8x on complex debugging. Completion rates and failure modes inside.
Gemini CLI went Flash-only in March 2026. Claude Code scores 80.8% vs 63.8% on SWE-bench. What both tools actually do on 3 real developer scenarios.