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Claude 3.5 Haiku vs Claude 3.5 Sonnet

Claude 3.5 Sonnet leads the LLM Stats Score 19.3 to 5.4. Claude 3.5 Haiku is 3.8x cheaper per token.

Anthropic · Anthropic · Updated for 2026

Which is better?

Claude 3.5 Sonnet leads the overall LLM Stats Score 19.3 to 5.4, ranking #192 overall.

In the 9 individual benchmarks reported for both models, Claude 3.5 Sonnet wins 9; this is a narrower head-to-head signal than the composite indexes.

On price, Claude 3.5 Haiku is roughly 3.8x 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 3.5 Haiku

  • cost matters — it's about 3.8x cheaper per token

Choose Claude 3.5 Sonnet

  • overall performance matters — it scores 19.3 and ranks #192 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 9 of 9 exact shared results

At a glance

The differences that matter most.

Core performance indexes
5.4
#282
19.3
#192
5.6
#279
20.3
#174
4.4
#198
11.7
#142
Cost, coverage & limits
Benchmark wins
0 of 9
9 of 9
Input price
$0.80 / M
$3.00 / M
Output price
$4.00 / M
$15.00 / M
Context window
200,000
200,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
Claude 3.5 Haiku
Claude 3.5 Sonnet
10.8#240
23.4#124
-4.2#176
8.6#128
-4.0#99
9.5#73
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

9 reported for Claude 3.5 Haiku · 19 for Claude 3.5 Sonnet

9 shared

Claude 3.5 Haiku outperforms in 0 benchmarks, while Claude 3.5 Sonnet is better at 9 benchmarks (DROP, GPQA, HumanEval, MATH, MGSM, MMLU-Pro, SWE-Bench Verified, TAU-bench Airline, TAU-bench Retail).

Claude 3.5 Sonnet significantly outperforms across most benchmarks.

Mon Aug 31 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Claude 3.5 Haiku costs less

For input processing, Claude 3.5 Haiku ($0.80/1M tokens) is 3.8x cheaper than Claude 3.5 Sonnet ($3.00/1M tokens).

For output processing, Claude 3.5 Haiku ($4.00/1M tokens) is 3.8x cheaper than Claude 3.5 Sonnet ($15.00/1M tokens).

In conclusion, Claude 3.5 Sonnet is more expensive than Claude 3.5 Haiku.*

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

Lowest available price from all providers
Mon Aug 31 2026 • llm-stats.com
Anthropic
Claude 3.5 Haiku
Input tokens$0.80
Output tokens$4.00
Best providerAWS Bedrock
Anthropic
Claude 3.5 Sonnet
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. Both models can generate responses up to 200,000 tokens.

Anthropic
Claude 3.5 Haiku
Input200,000 tokens
Output200,000 tokens
Anthropic
Claude 3.5 Sonnet
Input200,000 tokens
Output200,000 tokens
Mon Aug 31 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Claude 3.5 Sonnet supports multimodal inputs, whereas Claude 3.5 Haiku does not.

Claude 3.5 Sonnet can handle both text and other forms of data like images, making it suitable for multimodal applications.

Claude 3.5 Haiku

Text
Images
Audio
Video

Claude 3.5 Sonnet

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 3.5 Haiku

Proprietary

Closed source

Claude 3.5 Sonnet

Proprietary

Closed source

Release Timeline

When each model was launched

Both models were released on 2024-10-22.

They likely represent similar generations of model development.

Claude 3.5 Haiku

Oct 22, 2024

1.9 years ago

Claude 3.5 Sonnet

Oct 22, 2024

1.9 years ago

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 3.5 Haiku is available from Bedrock, Google, Anthropic. Claude 3.5 Sonnet is available from Anthropic, Bedrock, Google.

Claude 3.5 Haiku

bedrock logo
AWS Bedrock
Input Price:Input: $0.80/1MOutput Price:Output: $4.00/1M
google logo
Google
Input Price:Input: $0.80/1MOutput Price:Output: $4.00/1M
anthropic logo
Anthropic
Input Price:Input: $1.00/1MOutput Price:Output: $5.00/1M

Claude 3.5 Sonnet

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 3.5 Haiku and Claude 3.5 Sonnet side-by-side, then vote on the output you prefer.

Claude 3.5 Haiku
✓ Preferred
Claude 3.5 Sonnet
Open in Playground

FAQ

Common questions about Claude 3.5 Haiku vs Claude 3.5 Sonnet.

Which is better, Claude 3.5 Haiku or Claude 3.5 Sonnet?

Claude 3.5 Sonnet leads the LLM Stats Score 19.3 to 5.4. Claude 3.5 Haiku is made by Anthropic and Claude 3.5 Sonnet 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 3.5 Haiku compare to Claude 3.5 Sonnet in benchmarks?

Claude 3.5 Haiku scores HumanEval: 88.1%, MGSM: 85.6%, DROP: 83.1%, MATH: 69.4%, MMLU-Pro: 65.0%. Claude 3.5 Sonnet scores GSM8k: 96.4%, DocVQA: 95.2%, AI2D: 94.7%, HumanEval: 93.7%, BIG-Bench Hard: 93.1%.

Is Claude 3.5 Haiku cheaper than Claude 3.5 Sonnet?

Claude 3.5 Haiku is 3.8x cheaper for input tokens. Claude 3.5 Haiku costs $0.80/M input and $4.00/M output via bedrock. Claude 3.5 Sonnet costs $3.00/M input and $15.00/M output via anthropic.

What are the context window sizes for Claude 3.5 Haiku and Claude 3.5 Sonnet?

Claude 3.5 Haiku supports 200K tokens and Claude 3.5 Sonnet 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 3.5 Haiku and Claude 3.5 Sonnet?

Key differences include LLM Stats Score (5.4 vs 19.3), input pricing ($0.80 vs $3.00/M), multimodal support (no vs yes). See the full comparison above for benchmark-by-benchmark results.