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Pricing•9 min read

Claude Opus 4.8 vs GPT-5.5 vs Gemini 3.1 Pro: Premium Reasoning API Pricing Compared

A developer-focused comparison of API costs for Anthropic's Claude Opus 4.8, OpenAI's GPT-5.5, and Google's Gemini 3.1 Pro when applied to premium reasoning workloads. Includes verified pricing snapshot, workload cost scenario, decision table, and practical ro

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.

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