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Claude Haiku 5.5 vs Claude Sonnet 4.6

Claude Haiku 5.5 leads the LLM Stats Score 50.0 to 36.7. Claude Haiku 5.5 is 30.0x cheaper per token.

Anthropic · Anthropic · Updated for 2026

Which is better?

Claude Haiku 5.5 leads the overall LLM Stats Score 50.0 to 36.7, ranking #19 overall.

On price, Claude Haiku 5.5 is roughly 30.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Claude Haiku 5.5 also accepts a larger context window (1,000,000 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Claude Haiku 5.5

  • overall performance matters — it scores 50.0 and ranks #19 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • cost matters — it's about 30.0x cheaper per token
  • you process long inputs — it offers a 1,000,000 token context window
  • you want the most recent training data — it shipped Oct 2026

Choose Claude Sonnet 4.6

  • you want predictable pricing at $3.00/M input and $15.00/M output

At a glance

The differences that matter most.

Core performance indexes
50.0
#19
36.7
#85
47.2
#27
37.8
#76
40.2
#13
25.0
#81
33.3
#28
23.5
#65
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.10 / M
$3.00 / M
Output price
$0.50 / M
$15.00 / M
Context window
1,000,000
200,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
Claude Haiku 5.5
Claude Sonnet 4.6
25.7#110
34.4#49
30.4#33
25.4#52
20.3#59
20.2#60
31.4#27
20.1#75
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

36 reported for Claude Haiku 5.5 · 17 for Claude Sonnet 4.6

No common benchmarks found

Claude Haiku 5.5 and Claude Sonnet 4.6don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Claude Haiku 5.5 costs less

For input processing, Claude Haiku 5.5 ($0.10/1M tokens) is 30.0x cheaper than Claude Sonnet 4.6 ($3.00/1M tokens).

For output processing, Claude Haiku 5.5 ($0.50/1M tokens) is 30.0x cheaper than Claude Sonnet 4.6 ($15.00/1M tokens).

In conclusion, Claude Sonnet 4.6 is more expensive than Claude Haiku 5.5.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Thu Oct 08 2026 • llm-stats.com
Anthropic
Claude Haiku 5.5
Input tokens$0.10
Output tokens$0.50
Best providerAnthropic
Anthropic
Claude Sonnet 4.6
Input tokens$3.00
Output tokens$15.00
Best providerAnthropic
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Claude Haiku 5.5 accepts 1,000,000 input tokens compared to Claude Sonnet 4.6's 200,000 tokens. Claude Haiku 5.5 can generate longer responses up to 128,000 tokens, while Claude Sonnet 4.6 is limited to 64,000 tokens.

Anthropic
Claude Haiku 5.5
Input1,000,000 tokens
Output128,000 tokens
Anthropic
Claude Sonnet 4.6
Input200,000 tokens
Output64,000 tokens
Thu Oct 08 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Haiku 5.5 and Claude Sonnet 4.6 support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Claude Haiku 5.5

Text
Images
Audio
Video

Claude Sonnet 4.6

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Claude Haiku 5.5

Proprietary

Closed source

Claude Sonnet 4.6

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Haiku 5.5 was released on 2026-10-07, while Claude Sonnet 4.6 was released on 2026-02-17.

Claude Haiku 5.5 is 8 months newer than Claude Sonnet 4.6.

Claude Haiku 5.5

Oct 7, 2026

1 days ago

7mo newer
Claude Sonnet 4.6

Feb 17, 2026

7 months ago

Knowledge Cutoff

When training data ends

Claude Haiku 5.5 has a documented knowledge cutoff of 2026-06-01, while Claude Sonnet 4.6's cutoff date is not specified.

We can confirm Claude Haiku 5.5's training data extends to 2026-06-01, but cannot make a direct comparison without Claude Sonnet 4.6's cutoff date.

Claude Haiku 5.5

Jun 2026

Claude Sonnet 4.6

—

Provider Availability

Claude Haiku 5.5 is available from Anthropic. Claude Sonnet 4.6 is available from Anthropic, DeepInfra.

Claude Haiku 5.5

anthropic logo
Anthropic
Input Price:Input: $0.10/1MOutput Price:Output: $0.50/1M

Claude Sonnet 4.6

anthropic logo
Anthropic
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
deepinfra logo
Deepinfra
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude Haiku 5.5 and Claude Sonnet 4.6 side-by-side, then vote on the output you prefer.

Claude Haiku 5.5
✓ Preferred
Claude Sonnet 4.6
Open in Playground

FAQ

Common questions about Claude Haiku 5.5 vs Claude Sonnet 4.6.

Which is better, Claude Haiku 5.5 or Claude Sonnet 4.6?

Claude Haiku 5.5 leads the LLM Stats Score 50.0 to 36.7. Claude Haiku 5.5 is made by Anthropic and Claude Sonnet 4.6 is made by Anthropic. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude Haiku 5.5 compare to Claude Sonnet 4.6 in benchmarks?

Claude Haiku 5.5 scores Global-MMLU: 87.8%, MILU: 87.6%, BenchCAD (with Python tool): 87.0%, Chartography: 86.2%, SWE-bench Multilingual: 83.7%. Claude Sonnet 4.6 scores Tau2 Telecom: 97.9%, Tau2 Retail: 91.7%, GPQA: 89.9%, MMMLU: 89.3%, SWE-Bench Verified: 79.6%.

Is Claude Haiku 5.5 cheaper than Claude Sonnet 4.6?

Claude Haiku 5.5 is 30.0x cheaper for input tokens. Claude Haiku 5.5 costs $0.10/M input and $0.50/M output via anthropic. Claude Sonnet 4.6 costs $3.00/M input and $15.00/M output via anthropic.

What are the context window sizes for Claude Haiku 5.5 and Claude Sonnet 4.6?

Claude Haiku 5.5 supports 1.0M tokens and Claude Sonnet 4.6 supports 200K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude Haiku 5.5 and Claude Sonnet 4.6?

Key differences include LLM Stats Score (50.0 vs 36.7), context window (1.0M vs 200K), input pricing ($0.10 vs $3.00/M). See the full comparison above for benchmark-by-benchmark results.