Claude Haiku 5.5 vs Claude Sonnet 5.5: pricing and benchmarks
Claude Haiku 5.5 is 95% cheaper on input tokens ($0.10 vs $2.00 per 1M). Claude Haiku 5.5 is 95% cheaper on output tokens ($0.50 vs $10.00 per 1M). On our document Q&A workload (50,000 questions a month), Claude Haiku 5.5 costs $55.00 a month versus $1,100 for Claude Sonnet 5.5, 95% less. Roughly tied. Claude Haiku 5.5 scores 159.0 and Claude Sonnet 5.5 scores 164.4 on the Epoch Capabilities Index, and their confidence intervals overlap.
Prices verified October 17, 2026.
Which should you choose?
Roughly tied. Claude Haiku 5.5 scores 159.0 and Claude Sonnet 5.5 scores 164.4 on the Epoch Capabilities Index, and their confidence intervals overlap.
Claude Sonnet 5.5 scores 88.8% on FrontierMath (Tiers 1–3) vs 75.1% for Claude Haiku 5.5.
Claude Haiku 5.5 costs $0.20 per 1M tokens (3:1 input-to-output mix) vs $4.00 for Claude Sonnet 5.5, 95% less.
Claude Haiku 5.5 delivers statistically similar overall capability for 95% less.
Pricing and specs
| Claude Haiku 5.5 | Claude Sonnet 5.5 | |
|---|---|---|
| Provider | Anthropic | Anthropic |
| API model ID | claude-haiku-5-5 | claude-sonnet-5-5 |
| Input / 1M tokens | $0.10 | $2.00 |
| Cached input / 1M tokens | $0.01 | $0.20 |
| Output / 1M tokens | $0.50 | $10.00 |
| Long-context rates | $0.50 in / $2.50 out above 100K prompt tokens | — |
| Context window | 1M tokens | 1M tokens |
| Max output | 128K tokens | 128K tokens |
| Batch discount | 50% off | 50% off |
Benchmarks
| Claude Haiku 5.5 | Claude Sonnet 5.5 | |
|---|---|---|
| Epoch Capabilities Index | 159.0 | 164.4 |
| GPQA Diamond· Science reasoning | 89.6% | 95.6% |
| FrontierMath (Tiers 1–3)· Advanced math | 75.1% | 88.8% |
| SimpleQA Verified· Factual accuracy | 23.8% | 46.5% |
| ARC-AGI-2· Abstract reasoning | — | — |
| DeepSWE· Coding | — | — |
| APEX-Agents· Agentic work | 56.1% | 75.5% |
Source: Epoch AI, best recorded result per model (CC BY 4.0). A dash means no published score. See all benchmarks
Monthly cost for real workloads
| Workload | Claude Haiku 5.5 | Claude Sonnet 5.5 | Difference |
|---|---|---|---|
Support chatbot 100,000 replies a month, ~1,500 input tokens (system prompt + history) and ~400 output tokens each. | $35.00 | $700.00 | Claude Haiku 5.5 95% cheaper |
Document Q&A (RAG) 50,000 questions a month with ~8,000 tokens of retrieved context and ~600 output tokens each. | $55.00 | $1,100 | Claude Haiku 5.5 95% cheaper |
Coding agent 10,000 agent steps a month, ~40,000 input tokens each (70% read from the prompt cache) and ~2,000 output tokens. | $24.80 | $496.00 | Claude Haiku 5.5 95% cheaper |
Estimates use standard list prices and ignore cache-write surcharges. Different tokenizers can count the same text differently, so test with your own prompts.
Claude Haiku 5.5 vs Claude Sonnet 5.5 cost calculator
- $55.00/mo$0.0011 / request
- Claude Sonnet 5.5Anthropic$1,100/mo$0.02 / request
Standard-tier list prices. Long-context rates apply automatically where the provider publishes a threshold. Excludes cache-write surcharges, taxes, batch and volume discounts.
Claude Haiku 5.5 pricing notes
Anthropic’s fastest, lowest-cost model, priced by prompt length, with a 1M-token context window.
- Prompts over 100K tokens, counting cache reads and writes, are billed at $0.50 input / $2.50 output per 1M tokens.
- Cache writes cost $0.125 (5-minute cache) or $0.20 (1-hour cache) per 1M tokens, 5x that above 100K tokens.
- US-only inference (inference_geo: "us") costs 1.1x.
Claude Sonnet 5.5 pricing notes
Anthropic’s fast mid-tier model, successor to Claude Sonnet 5 at the same price.
- Cache writes cost $2.50 (5-minute cache) or $4 (1-hour cache) per 1M tokens.
- US-only inference (inference_geo: "us") costs 1.1x.
Frequently asked questions
- Is Claude Haiku 5.5 cheaper than Claude Sonnet 5.5?
- Claude Haiku 5.5 is 95% cheaper on input tokens ($0.10 vs $2.00 per 1M). Claude Haiku 5.5 is 95% cheaper on output tokens ($0.50 vs $10.00 per 1M). On our document Q&A workload (50,000 questions a month), Claude Haiku 5.5 costs $55.00 a month versus $1,100 for Claude Sonnet 5.5, 95% less.
- Which is more capable, Claude Haiku 5.5 or Claude Sonnet 5.5?
- Roughly tied. Claude Haiku 5.5 scores 159.0 and Claude Sonnet 5.5 scores 164.4 on the Epoch Capabilities Index, and their confidence intervals overlap.
- How much does Claude Haiku 5.5 cost per 1M tokens?
- Claude Haiku 5.5 costs $0.10 per 1M input tokens and $0.50 per 1M output tokens, and $0.01 per 1M cached input tokens on Anthropic’s standard tier.
- How much does Claude Sonnet 5.5 cost per 1M tokens?
- Claude Sonnet 5.5 costs $2.00 per 1M input tokens and $10.00 per 1M output tokens, and $0.20 per 1M cached input tokens on Anthropic’s standard tier.
- Which has the larger context window, Claude Haiku 5.5 or Claude Sonnet 5.5?
- Both offer a 1M-token context window.