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Claude 3 Haiku vs Claude Sonnet 4

Claude Sonnet 4 leads the LLM Stats Score 24.2 to -1.5. Claude 3 Haiku is 12.0x cheaper per token.

Anthropic · Anthropic · Updated for 2026

Which is better?

Claude Sonnet 4 leads the overall LLM Stats Score 24.2 to -1.5, ranking #168 overall.

In the 1 individual benchmarks reported for both models, Claude Sonnet 4 wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Claude 3 Haiku is roughly 12.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

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

Choose Claude 3 Haiku

  • cost matters — it's about 12.0x cheaper per token

Choose Claude Sonnet 4

  • overall performance matters — it scores 24.2 and ranks #168 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped May 2025

At a glance

The differences that matter most.

Core performance indexes
-1.5
#338
24.2
#168
-1.5
#331
24.3
#161
0.6
#242
16.6
#128
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.25 / M
$3.00 / M
Output price
$1.25 / M
$15.00 / M
Context window
200,000
200,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Claude 3 Haiku
Claude Sonnet 4
4.3#283
16.5#204
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

10 reported for Claude 3 Haiku · 8 for Claude Sonnet 4

1 shared

Claude 3 Haiku outperforms in 0 benchmarks, while Claude Sonnet 4 is better at 1 benchmark (GPQA).

Claude Sonnet 4 significantly outperforms across most benchmarks.

Tue Sep 22 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Claude 3 Haiku costs less

For input processing, Claude 3 Haiku ($0.25/1M tokens) is 12.0x cheaper than Claude Sonnet 4 ($3.00/1M tokens).

For output processing, Claude 3 Haiku ($1.25/1M tokens) is 12.0x cheaper than Claude Sonnet 4 ($15.00/1M tokens).

In conclusion, Claude Sonnet 4 is more expensive than Claude 3 Haiku.*

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

Lowest available price from all providers
Tue Sep 22 2026 • llm-stats.com
Anthropic
Claude 3 Haiku
Input tokens$0.25
Output tokens$1.25
Best providerAnthropic
Anthropic
Claude Sonnet 4
Input tokens$3.00
Output tokens$15.00
Best providerAnthropic
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Both models have the same input context window of 200,000 tokens. Claude 3 Haiku can generate longer responses up to 200,000 tokens, while Claude Sonnet 4 is limited to 64,000 tokens.

Anthropic
Claude 3 Haiku
Input200,000 tokens
Output200,000 tokens
Anthropic
Claude Sonnet 4
Input200,000 tokens
Output64,000 tokens
Tue Sep 22 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude 3 Haiku and Claude Sonnet 4 support multimodal inputs.

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

Claude 3 Haiku

Text
Images
Audio
Video

Claude Sonnet 4

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 3 Haiku

Proprietary

Closed source

Claude Sonnet 4

Proprietary

Closed source

Release Timeline

When each model was launched

Claude 3 Haiku was released on 2024-03-13, while Claude Sonnet 4 was released on 2025-05-22.

Claude Sonnet 4 is 15 months newer than Claude 3 Haiku.

Claude 3 Haiku

Mar 13, 2024

2.5 years ago

Claude Sonnet 4

May 22, 2025

1.3 years ago

1.2yr newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Claude 3 Haiku is available from Anthropic, Bedrock, Google. Claude Sonnet 4 is available from Anthropic, Bedrock, Google.

Claude 3 Haiku

anthropic logo
Anthropic
Input Price:Input: $0.25/1MOutput Price:Output: $1.25/1M
bedrock logo
AWS Bedrock
Input Price:Input: $0.25/1MOutput Price:Output: $1.25/1M
google logo
Google
Input Price:Input: $0.25/1MOutput Price:Output: $1.25/1M

Claude Sonnet 4

anthropic logo
Anthropic
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
bedrock logo
AWS Bedrock
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
google logo
Google
Input Price:Input: $3.00/1MOutput Price:Output: $15.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Claude 3 Haiku and Claude Sonnet 4 side-by-side, then vote on the output you prefer.

Claude 3 Haiku
✓ Preferred
Claude Sonnet 4
Open in Playground

FAQ

Common questions about Claude 3 Haiku vs Claude Sonnet 4.

Which is better, Claude 3 Haiku or Claude Sonnet 4?

Claude Sonnet 4 leads the LLM Stats Score 24.2 to -1.5. Claude 3 Haiku is made by Anthropic and Claude Sonnet 4 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 3 Haiku compare to Claude Sonnet 4 in benchmarks?

Claude 3 Haiku scores ARC-C: 89.2%, GSM8k: 88.9%, HellaSwag: 85.9%, DROP: 78.4%, HumanEval: 75.9%. Claude Sonnet 4 scores MMMLU: 86.5%, TAU-bench Retail: 80.5%, GPQA: 75.4%, MMMU: 74.4%, SWE-Bench Verified: 72.7%.

Is Claude 3 Haiku cheaper than Claude Sonnet 4?

Claude 3 Haiku is 12.0x cheaper for input tokens. Claude 3 Haiku costs $0.25/M input and $1.25/M output via anthropic. Claude Sonnet 4 costs $3.00/M input and $15.00/M output via anthropic.

What are the context window sizes for Claude 3 Haiku and Claude Sonnet 4?

Claude 3 Haiku supports 200K tokens and Claude Sonnet 4 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 3 Haiku and Claude Sonnet 4?

Key differences include LLM Stats Score (-1.5 vs 24.2), input pricing ($0.25 vs $3.00/M). See the full comparison above for benchmark-by-benchmark results.