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Pricing•11 min read

Gemini 3.1 Pro vs Claude Opus 4.8 vs GPT-5.5 API Pricing: Long-Context Cost Planning Guide

A developer-focused cost comparison of the three frontier long-context models as of June 23, 2026. We break down per-token pricing, build realistic workload scenarios, and provide a routing decision table to help you budget for your next 1M-context deployment.