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Large Language ModelsAI Business & IndustrySimon Willison's WeblogPublished: Oct 8, 2026, 06:00 JST

Anthropic's Claude Haiku 5.5 matches GPT-6 Luna on price

Anthropic's Claude Haiku 5.5 matches GPT-6 Luna on price

3 Key Points

  1. What happened

    Anthropic launched Claude Haiku 5.5 at $0.10/$0.50 per million tokens up to 100,000 tokens, matching GPT-6 Luna, and added $100 to $500 in monthly API credits for Max and Team subscribers.

  2. Why it matters

    Below 100,000 tokens, Haiku 5.5 reports higher benchmark scores at the same price as Luna, making it a stronger option for cost-sensitive, smaller workloads, though a less generous tokenizer adds a hidden price increase.

  3. What to watch

    Above 100,000 tokens, Haiku's price rises 5x to $0.50/$2.50 while Luna only reaches $0.20/$0.75 at 272,000 tokens, so heavier users may find Luna the better deal.

WHO IT HITSTeams choosing low-cost AI models for high-volume tasks will want to compare Haiku 5.5 and GPT-6 Luna on token counts, since Haiku's price advantage flips above 100,000 tokens. Existing Max and Team subscribers gain monthly API credits that effectively offset subscription costs.

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Context & Analysis

Anthropic's previous Haiku, 4.5, had grown expensive over its almost year on the market, priced at $1/$5 per million tokens and 10x the cost of OpenAI's GPT-6 Luna. The new Haiku 5.5 closes that gap by matching Luna's $0.10/$0.50 price up to 100,000 tokens. However, Haiku 5.5 uses a less generous tokenizer, so the same prompt consumes around 1.25x as many tokens as with Haiku 4.5 — a hidden increase that partially offsets the headline price cut.

Alongside the model, Anthropic halved the price of cache reads for Sonnet 5.5 and introduced monthly API credits for Max and Team subscribers. The credits exactly match the cost of the subscription itself, and users can disable auto-reload so API requests stop when the balance runs out, avoiding billing surprises. This brings Anthropic closer to OpenAI's offer of using a Codex subscription for personal API use, which remains a better deal for heavy API users.

The outcome hinges on how customers weigh benchmark performance against total token costs. For workloads under 100,000 tokens, Haiku 5.5 appears to offer better value than Luna at the same price, while above that threshold Luna becomes cheaper. Whether the tokenizer change erodes the price advantage for typical users remains an open question.

FAQ
How much does Claude Haiku 5.5 cost?
It costs $0.10/$0.50 per million tokens up to 100,000 tokens, then rises 5x to $0.50/$2.50 beyond that.
How do the new API credits work for Max and Team subscribers?
Max 5x users get $100 per month, Max 20x users get $200, and Team subscribers receive up to $500 pooled across users, claimable through Settings -> Billing.
Can I disable auto-reload on API credits?
Yes, Anthropic lets you disable auto-reload so API requests stop when your balance runs out.
Simon Willison's WeblogRead Original Article

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