Claude Opus 4.8 (Fast) vs Claude Haiku 5.5

Lower and Larger mark one number at a time; they don’t rank the models. How well a model does depends on your task; see Benchmarks for measured results.

DetailClaude Opus 4.8 (Fast)anthropic/claude-opus-4.8-fastClaude Haiku 5.5anthropic/claude-haiku-5.5
Makeranthropicanthropic
KindChatChat
Input per 1M tokens$10.50$0.105 Lower
Cached input per 1M tokens$1.05$0.0105
Cache write per 1M tokens$13.125$0.13125
Output per 1M tokens$52.50$0.525 Lower
Context window1,000,000 tokens1,000,000 tokens
Max output128,000 tokens128,000 tokens
CapabilitiesReasoning, tool use, vision, file input, web search, fastReasoning, tool use, vision, file input, web search
TakesText, image, pdfText, image, pdf
ReturnsTextText
Zero data retentionYes, on every providerYes, on every provider
No training on requestsYes, on every providerYes, on every provider
Released2026-05-282026-10-07

Example costs

Example requests, priced at today’s rates with no cached input.

Example requestClaude Opus 4.8 (Fast)Claude Haiku 5.5
1,000 tokens in, 200 out$0.021$0.00021
10,000 tokens in, 1,000 out$0.1575$0.001575
100,000 tokens in, 4,000 out$1.26$0.0126