TokenTally

Claude Haiku 5.5 vs Claude Haiku 4.5: which API costs less?

Averaged across three realistic workloads, Claude Haiku 5.5 is about 90% cheaper than Claude Haiku 4.5. Below: raw rates and side-by-side monthly costs, computed from prices verified 2026-10-17 (we track what you are billed today, promos included).

Rates per 1M tokens

ModelInputOutputCached input
Claude Haiku 5.5Anthropic$0.100$0.500$0.010
Claude Haiku 4.5Anthropic$1$5$0.100

Claude Haiku 5.5: Prompts up to 100K tokens; longer prompts cost $0.50/$2.50. Claude Haiku 4.5: Previous generation; Haiku 5.5 is 10x cheaper.

Monthly cost, side by side

WorkloadClaude Haiku 5.5Claude Haiku 4.5Difference

Customer-support chatbot

2M input + 0.5M output tokens/month, 60% of input served from prompt cache

$0.342$3.42Claude Haiku 5.5 −90%

RAG / document Q&A

20M input + 1M output tokens/month, 70% cached (shared context)

$1.24$12.40Claude Haiku 5.5 −90%

Agentic coding assistant

50M input + 5M output tokens/month, 80% cached (long sessions)

$3.90$39.00Claude Haiku 5.5 −90%

Your traffic looks different? Run your own numbers in the calculator.

FAQ

Which is cheaper: Claude Haiku 5.5 or Claude Haiku 4.5?

Across three realistic workloads (chatbot, RAG, agent), Claude Haiku 5.5 works out about 90% cheaper than Claude Haiku 4.5 on average. Raw rates: Claude Haiku 5.5 $0.100/$0.500 per 1M tokens vs Claude Haiku 4.5 $1/$5. Verified 2026-10-17.

Does prompt caching change the comparison?

Yes — cached input costs $0.010 on Claude Haiku 5.5 and $0.100 on Claude Haiku 4.5. Our scenario numbers already include realistic cache hit rates.

Is cheaper always better?

No. Price is one axis — model capability, context window and latency differ. This page answers only the cost question; benchmark quality on your own tasks before switching.