
Claude Context Window Explained: 200K vs 1M Tokens
Claude's context window is its working memory: 1M tokens on Opus 4.8 and Sonnet 5, 200K on Haiku 4.5. What happens when it fills up, and how to manage it.
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Claude's context window is its working memory: 1M tokens on Opus 4.8 and Sonnet 5, 200K on Haiku 4.5. What happens when it fills up, and how to manage it.

Claude Haiku 4.5 is Anthropic's fastest, cheapest model — $1/$5 per million tokens, 200K context, and near-frontier coding. When to pick it, and its real limits.

Claude Haiku vs Sonnet: Haiku is cheaper and faster ($1/$5, 200K context), Sonnet is stronger ($3/$15, 1M). When each model is the right call.

Every Claude model in one place: Opus 4.8, Sonnet 5, and Haiku 4.5 compared on price, context, and use case — plus how to decode Anthropic's version names.

Claude Opus 4.8 is Anthropic's flagship model for hard reasoning and agentic coding: the benchmarks, $5/$25 pricing, 1M context, and when to pick it over Sonnet.

A plain-English history of every Claude Opus version, from Claude 3 Opus to the Opus 4.8 flagship — what each release changed, and how to find the latest.

Claude Sonnet 5 is Anthropic's balanced daily-driver model — near-Opus performance at $3/$15, a 1M-token context window, and adaptive thinking on by default.

Sonnet delivers 97–99% of Opus's coding ability at roughly 40% of the price. Here's the benchmark data, the pricing math, and a simple decision framework.