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Claude Opus 5 vs GPT-5.5 Cost: How to Compare Without Guessing

Rates move: provider rate cards change without notice, and any figure printed here would rot. This page therefore keeps the method — what actually drives the bill for Claude Opus 5 and GPT-5.5 — and links to the live rates for both models. Numbers you can reproduce beat numbers you can quote.

The short answer

A previous-generation flagship against a current one: the interesting number is what the generation gap costs per run.

What drives the cost

For both models the bill is the same arithmetic: input tokens multiplied by the input rate, plus output tokens multiplied by the output rate, divided by one million. Three things move the result. The output multiplier: generation is sequential compute, so output is priced above input. The context weight: long contexts are billed as input on every call, and multi-turn workloads re-send history. Cache rules: cached input is usually discounted, and the discount changes the ranking of rate cards that look close on paper.

Claude Opus 5: workload shape

Established flagship tier, still a default for many production workloads. Its cost profile is the rate card applied to that shape; the current values live on the Claude Opus 5 model page.

GPT-5.5: workload shape

Current flagship tier; the newer generation usually buys quality, not lower token prices. Same arithmetic, different rate card — see the GPT-5.5 model page for the current values.

The comparison with live numbers

Open Claude Opus 5 and GPT-5.5 for the current per-million rates, then enter the same token counts for both in the LLM cost calculator. Comparing two rate cards on one workload shape is the only comparison that means anything; comparing headline rates on paper is how budgets get surprised.

What this estimate excludes

Taxes, platform fees, cache-specific billing rules beyond the published unit rates, minimum purchases, failed requests and retries. Verify a real bill against the provider's usage records.

Estimate the cost

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    Calculators by provider, workload and budget, all built on the same two-rate token formula.

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    The token-first method: measure one run, model the workload shape, project monthly, reconcile usage.