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Model pricing

Claude Opus 4.8 · Fast mode pricing — cost per token

Claude Opus 4.8 · Fast mode costs $10.00 per million input tokens and $50.00 per million output tokens (USD). This is the fast-mode rate, Anthropic's research-preview option for faster output. It applies across the full context window, prompt-caching multipliers stack on top, and JP the Cat applies it only to turns Claude Code logs as fast. It uses the newer tokenizer, which emits ~30% more tokens for the same text.

Claude Opus 4.8 · Fast mode price per million tokens in USD
Token rateUSD / 1M tokens
Effortqualitative reasoning depthHigh
Inputper 1M tokens$10.00
Output$50.00
Cache write · 5-minuteper 1M tokens$12.50
Cache write · 1-hourper 1M tokens$20.00
Cache readper 1M tokens$1.00

Claude Code computes your real per-token cost from local session logs at these rates — no estimate, no upload.

Cache & context economics

Cache reads cost $1.00 per million tokens — about a tenth of input. Cache writes cost $12.50 for 5 minutes or $20.00 for 1 hour, per million tokens.

Common questions

How much does Claude Opus 4.8 · Fast mode cost per million tokens?
$10.00 input and $50.00 output per million tokens (USD list price).
When does Claude Opus 4.8 · Fast mode pricing apply?
Only to turns that ran in fast mode, which Claude Code logs as usage.speed "fast". Standard-speed turns bill at the Claude Opus 4.8 rate.
Does US-only inference change Claude Opus 4.8 · Fast mode pricing?
Yes. A request pinned to US-only inference bills every token category at 1.1x these rates. JP the Cat applies it to turns Claude Code logs with inference_geo "us".
What is the cache-read price for Claude Opus 4.8 · Fast mode?
$1.00 per million cached-read tokens — about a tenth of the input rate.
How is cache writing priced for Claude Opus 4.8 · Fast mode?
Cache writes cost $12.50 for 5 minutes or $20.00 for 1 hour, per million tokens.

Track your real cost with JP the Cat

A live menu-bar total, priced to the cent from your local logs — including the cache-write split most tools miss.

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