
Claude Opus 4.8: API pricing, context window and capabilities
Claude Opus 4.8 costs $5 per 1M input tokens and $25 per 1M output tokens, with a 1M context window. Top of Anthropic’s range and dearer than 94% of this rating. Worth it when the first answer has to be right — Claude Sonnet 4.6 handles routine work for about 2× less.
Claude Opus 4.8 is an AI model from Anthropic, priced at $5 input and $25 output per 1M tokens. That places it in the frontier tier of this rating — dearer than 94% of the 205 priced models listed.
It holds 1M tokens in a single conversation, enough for a full codebase or a contract bundle in one pass. Capabilities recorded in this rating: text & chat, vision, reasoning, adjustable thinking, tool calling. Access is through the API rather than a consumer subscription.
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Assumes a 1:3 input-to-output ratio, which is typical for chat and generation. Dirham figures use 3.6725 per dollar. Batch and caching discounts apply where the vendor offers them.
Compared with alternatives
How Claude Opus 4.8 sits against its neighbours in this rating. Tap a card to open that model.
Good and poor fit
- Multi-step analysis, planning and code review, where the first plausible answer is often wrong.
- Reading screenshots, charts, scanned documents and photos.
- Whole codebases, contract bundles and long transcripts in a single pass.
- Classification, routing and short summaries — a small model does these identically for a fraction of the price.
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