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Claude Sonnet 5.5 vs GPT-5.2 Pro

Claude Sonnet 5.5 leads the LLM Stats Score 58.0 to 42.9. Claude Sonnet 5.5 is 14.4x cheaper per token.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude Sonnet 5.5 leads the overall LLM Stats Score 58.0 to 42.9, ranking #3 overall.

On price, Claude Sonnet 5.5 is roughly 14.4x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Claude Sonnet 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 Sonnet 5.5

  • overall performance matters — it scores 58.0 and ranks #3 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • cost matters — it's about 14.4x 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 Sep 2026

Choose GPT-5.2 Pro

  • you want predictable pricing at $21.00/M input and $168.00/M output

At a glance

The differences that matter most.

Core performance indexes
58.0
#3
42.9
#50
56.6
#3
41.5
#52
42.3
#3
17.8
#79
Cost, coverage & limits
Benchmark wins
—
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Input price
$2.00 / M
$21.00 / M
Output price
$10.00 / M
$168.00 / M
Context window
1,000,000
400,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Claude Sonnet 5.5
GPT-5.2 Pro
36.9#34
38.5#25
40.0#3
23.8#59
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

47 reported for Claude Sonnet 5.5 · 7 for GPT-5.2 Pro

No common benchmarks found

Claude Sonnet 5.5 and GPT-5.2 Prodon'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 Sonnet 5.5 costs less

For input processing, Claude Sonnet 5.5 ($2.00/1M tokens) is 10.5x cheaper than GPT-5.2 Pro ($21.00/1M tokens).

For output processing, Claude Sonnet 5.5 ($10.00/1M tokens) is 16.8x cheaper than GPT-5.2 Pro ($168.00/1M tokens).

In conclusion, GPT-5.2 Pro is more expensive than Claude Sonnet 5.5.*

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

Lowest available price from all providers
Fri Oct 02 2026 • llm-stats.com
Anthropic
Claude Sonnet 5.5
Input tokens$2.00
Output tokens$10.00
Best providerAnthropic
OpenAI
GPT-5.2 Pro
Input tokens$21.00
Output tokens$168.00
Best providerOpenAI
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Claude Sonnet 5.5 accepts 1,000,000 input tokens compared to GPT-5.2 Pro's 400,000 tokens. Both models can generate responses up to 128,000 tokens.

Anthropic
Claude Sonnet 5.5
Input1,000,000 tokens
Output128,000 tokens
OpenAI
GPT-5.2 Pro
Input400,000 tokens
Output128,000 tokens
Fri Oct 02 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Sonnet 5.5 and GPT-5.2 Pro support multimodal inputs.

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

Claude Sonnet 5.5

Text
Images
Audio
Video

GPT-5.2 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 Sonnet 5.5

Proprietary

Closed source

GPT-5.2 Pro

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Sonnet 5.5 was released on 2026-09-28, while GPT-5.2 Pro was released on 2025-12-11.

Claude Sonnet 5.5 is 10 months newer than GPT-5.2 Pro.

Claude Sonnet 5.5

Sep 28, 2026

3 days ago

9mo newer
GPT-5.2 Pro

Dec 11, 2025

9 months ago

Knowledge Cutoff

When training data ends

Claude Sonnet 5.5 has a documented knowledge cutoff of 2026-06-01, while GPT-5.2 Pro's cutoff date is not specified.

We can confirm Claude Sonnet 5.5's training data extends to 2026-06-01, but cannot make a direct comparison without GPT-5.2 Pro's cutoff date.

Claude Sonnet 5.5

Jun 2026

GPT-5.2 Pro

—

Provider Availability

Claude Sonnet 5.5 is available from Anthropic. GPT-5.2 Pro is available from OpenAI.

Claude Sonnet 5.5

anthropic logo
Anthropic
Input Price:Input: $2.00/1MOutput Price:Output: $10.00/1M

GPT-5.2 Pro

openai logo
OpenAI
Input Price:Input: $21.00/1MOutput Price:Output: $168.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Claude Sonnet 5.5 and GPT-5.2 Pro side-by-side, then vote on the output you prefer.

Claude Sonnet 5.5
✓ Preferred
GPT-5.2 Pro
Open in Playground

FAQ

Common questions about Claude Sonnet 5.5 vs GPT-5.2 Pro.

Which is better, Claude Sonnet 5.5 or GPT-5.2 Pro?

Claude Sonnet 5.5 leads the LLM Stats Score 58.0 to 42.9. Claude Sonnet 5.5 is made by Anthropic and GPT-5.2 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 Sonnet 5.5 compare to GPT-5.2 Pro in benchmarks?

Claude Sonnet 5.5 scores BenchCAD (with Python tool): 96.3%, ArXivMath (with tools): 95.2%, Global-MMLU: 92.1%, MILU: 91.6%, SWE-bench Multilingual: 90.3%. GPT-5.2 Pro scores AIME 2025: 100.0%, HMMT 2025: 100.0%, GPQA: 93.2%, ARC-AGI: 90.5%, BrowseComp: 77.9%.

Is Claude Sonnet 5.5 cheaper than GPT-5.2 Pro?

Claude Sonnet 5.5 is 10.5x cheaper for input tokens. Claude Sonnet 5.5 costs $2.00/M input and $10.00/M output via anthropic. GPT-5.2 Pro costs $21.00/M input and $168.00/M output via openai.

What are the context window sizes for Claude Sonnet 5.5 and GPT-5.2 Pro?

Claude Sonnet 5.5 supports 1.0M tokens and GPT-5.2 Pro supports 400K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Claude Sonnet 5.5 and GPT-5.2 Pro?

Key differences include LLM Stats Score (58.0 vs 42.9), context window (1.0M vs 400K), input pricing ($2.00 vs $21.00/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Sonnet 5.5 and GPT-5.2 Pro?

Claude Sonnet 5.5 is developed by Anthropic and GPT-5.2 Pro is developed by OpenAI.