GPT-5.2 vs Claude Opus 4.8

Complete benchmark comparison on coding, reasoning, tool use, cost, and latency. Updated March 2026.

GPT-5.2 (xhigh)

by OpenAI

Coding9.6
Reasoning9.5
Tool Use9.5
Input$1.75 / 1M tokens
Output$14 / 1M tokens
Context400K

Strengths

  • Best coding performance
  • Strong agentic capabilities
  • Excellent tool integration
  • 400K context

Weaknesses

  • Higher cost for output
  • Newer model, less battle-tested

Claude Opus 4.8 (Adaptive)

by Anthropic

Coding9.6
Reasoning9.7
Tool Use9.4
Input$5 / 1M tokens
Output$25 / 1M tokens
Context1M

Strengths

  • Top-tier intelligence
  • Adaptive thinking
  • Best for complex reasoning
  • Prompt caching

Weaknesses

  • Most expensive
  • 200K context limit vs GPT-5.2

🏆 The Verdict

GPT-5.2 wins on coding by a hair, but both are exceptional. Choose GPT-5.2 for coding/agentic work, Claude for deep reasoning and analysis.

Best for Coding:GPT-5.2✓ WINBest for Reasoning:Claude Opus 4.8✓ WINBest for Agents:GPT-5.2✓ WINBest for Cost:GPT-5.2✓ WIN
View All ScorecardsAll Comparisons