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Claude 3.5 Sonnet vs o1-pro

Claude 3.5 Sonnet and o1-pro are closely matched at 19.3 and 20.0 on the LLM Stats Score.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude 3.5 Sonnet and o1-pro are closely matched on the overall LLM Stats Score at 19.3 and 20.0.

In the 1 individual benchmarks reported for both models, o1-pro wins 1; this is a narrower head-to-head signal than the composite indexes.

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

Choose Claude 3.5 Sonnet

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

Choose o1-pro

  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped Dec 2024

At a glance

The differences that matter most.

Core performance indexes
19.3
#195
20.0
#188
20.3
#178
20.3
#177
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$3.00 / M
— / M
Output price
$15.00 / M
— / M
Context window
200,000

Individual benchmarks

19 reported for Claude 3.5 Sonnet · 2 for o1-pro

1 shared

Claude 3.5 Sonnet outperforms in 0 benchmarks, while o1-pro is better at 1 benchmark (GPQA).

o1-pro significantly outperforms across most benchmarks.

Thu Sep 03 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Claude 3.5 Sonnet specifies input context (200,000 tokens). Only Claude 3.5 Sonnet specifies output context (200,000 tokens).

Anthropic
Claude 3.5 Sonnet
Input200,000 tokens
Output200,000 tokens
OpenAI
o1-pro
Input- tokens
Output- tokens
Thu Sep 03 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude 3.5 Sonnet and o1-pro support multimodal inputs.

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

Claude 3.5 Sonnet

Text
Images
Audio
Video

o1-pro

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 Sonnet

Proprietary

Closed source

o1-pro

Proprietary

Closed source

Release Timeline

When each model was launched

Claude 3.5 Sonnet was released on 2024-10-22, while o1-pro was released on 2024-12-17.

o1-pro is 2 months newer than Claude 3.5 Sonnet.

Claude 3.5 Sonnet

Oct 22, 2024

1.9 years ago

o1-pro

Dec 17, 2024

1.7 years ago

1mo newer

Knowledge Cutoff

When training data ends

o1-pro has a documented knowledge cutoff of 2023-09-30, while Claude 3.5 Sonnet's cutoff date is not specified.

We can confirm o1-pro's training data extends to 2023-09-30, but cannot make a direct comparison without Claude 3.5 Sonnet's cutoff date.

Claude 3.5 Sonnet

o1-pro

Sep 2023

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Claude 3.5 Sonnet and o1-pro side-by-side, then vote on the output you prefer.

Claude 3.5 Sonnet
✓ Preferred
o1-pro
Open in Playground

FAQ

Common questions about Claude 3.5 Sonnet vs o1-pro.

Which is better, Claude 3.5 Sonnet or o1-pro?

Claude 3.5 Sonnet and o1-pro are closely matched on the LLM Stats Score at 19.3 and 20.0. Claude 3.5 Sonnet is made by Anthropic and o1-pro is made by OpenAI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Claude 3.5 Sonnet compare to o1-pro in benchmarks?

Claude 3.5 Sonnet scores GSM8k: 96.4%, DocVQA: 95.2%, AI2D: 94.7%, HumanEval: 93.7%, BIG-Bench Hard: 93.1%. o1-pro scores AIME 2024: 86.0%, GPQA: 79.0%.

What are the context window sizes for Claude 3.5 Sonnet and o1-pro?

Claude 3.5 Sonnet supports 200K tokens and o1-pro supports an unknown number of 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 Sonnet and o1-pro?

Key differences include LLM Stats Score (19.3 vs 20.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude 3.5 Sonnet and o1-pro?

Claude 3.5 Sonnet is developed by Anthropic and o1-pro is developed by OpenAI.