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Claude Opus 4.5 vs GPT-5.2

Claude Opus 4.5 and GPT-5.2 are closely matched at 38.2 and 41.4 on the LLM Stats Score. GPT-5.2 is 2.1x cheaper per token.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude Opus 4.5 and GPT-5.2 are closely matched on the overall LLM Stats Score at 38.2 and 41.4.

In the 8 individual benchmarks reported for both models, Claude Opus 4.5 wins 5; this is a narrower head-to-head signal than the composite indexes.

On price, GPT-5.2 is roughly 2.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5.2 also accepts a larger context window (400,000 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 Opus 4.5

  • you value its reported benchmark strengths — it wins 5 of 8 exact shared results

Choose GPT-5.2

  • cost matters — it's about 2.1x cheaper per token
  • you process long inputs — it offers a 400,000 token context window
  • you want the most recent training data — it shipped Dec 2025

At a glance

The differences that matter most.

Core performance indexes
38.2
#65
41.4
#51
40.0
#54
40.7
#49
28.4
#56
24.0
#73
17.8
#72
15.0
#86
Cost, coverage & limits
Benchmark wins
5 of 8
3 of 8
Input price
$5.00 / M
$1.75 / M
Output price
$25.00 / M
$14.00 / M
Context window
200,000
400,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

5 shared
Index
Claude Opus 4.5
GPT-5.2
32.3#61
37.8#29
20.6#67
27.8#36
21.1#54
18.6#64
27.3#3
25.3#6
19.4#73
31.2#28
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

11 reported for Claude Opus 4.5 · 24 for GPT-5.2

8 shared

Claude Opus 4.5 outperforms in 5 benchmarks (LiveBench, MCP Atlas, MMMLU, SWE-Bench Verified, Tau2 Retail), while GPT-5.2 is better at 3 benchmarks (ARC-AGI v2, GPQA, Tau2 Telecom).

Claude Opus 4.5 shows notably better performance in the majority of benchmarks.

Sun Sep 13 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-5.2 costs less

For input processing, Claude Opus 4.5 ($5.00/1M tokens) is 2.9x more expensive than GPT-5.2 ($1.75/1M tokens).

For output processing, Claude Opus 4.5 ($25.00/1M tokens) is 1.8x more expensive than GPT-5.2 ($14.00/1M tokens).

In conclusion, Claude Opus 4.5 is more expensive than GPT-5.2.*

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

Lowest available price from all providers
Sun Sep 13 2026 • llm-stats.com
Anthropic
Claude Opus 4.5
Input tokens$5.00
Output tokens$25.00
Best providerAnthropic
OpenAI
GPT-5.2
Input tokens$1.75
Output tokens$14.00
Best providerOpenAI
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5.2 accepts 400,000 input tokens compared to Claude Opus 4.5's 200,000 tokens. GPT-5.2 can generate longer responses up to 128,000 tokens, while Claude Opus 4.5 is limited to 64,000 tokens.

Anthropic
Claude Opus 4.5
Input200,000 tokens
Output64,000 tokens
OpenAI
GPT-5.2
Input400,000 tokens
Output128,000 tokens
Sun Sep 13 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Opus 4.5 and GPT-5.2 support multimodal inputs.

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

Claude Opus 4.5

Text
Images
Audio
Video

GPT-5.2

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 Opus 4.5

Proprietary

Closed source

GPT-5.2

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Opus 4.5 was released on 2025-11-24, while GPT-5.2 was released on 2025-12-11.

GPT-5.2 is 1 month newer than Claude Opus 4.5.

Claude Opus 4.5

Nov 24, 2025

9 months ago

GPT-5.2

Dec 11, 2025

9 months ago

2w newer

Knowledge Cutoff

When training data ends

Claude Opus 4.5 has a knowledge cutoff of 2025-03-31, while GPT-5.2 has a cutoff of 2025-08-25.

GPT-5.2 has more recent training data (up to 2025-08-25), making it potentially better informed about events through that date compared to Claude Opus 4.5 (2025-03-31).

Claude Opus 4.5

Mar 2025

GPT-5.2

Aug 2025

5 mo newer

Provider Availability

Claude Opus 4.5 is available from Anthropic. GPT-5.2 is available from OpenAI.

Claude Opus 4.5

anthropic logo
Anthropic
Input Price:Input: $5.00/1MOutput Price:Output: $25.00/1M

GPT-5.2

openai logo
OpenAI
Input Price:Input: $1.75/1MOutput Price:Output: $14.00/1M
* 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 Opus 4.5 and GPT-5.2 side-by-side, then vote on the output you prefer.

Claude Opus 4.5
✓ Preferred
GPT-5.2
Open in Playground

FAQ

Common questions about Claude Opus 4.5 vs GPT-5.2.

Which is better, Claude Opus 4.5 or GPT-5.2?

Claude Opus 4.5 and GPT-5.2 are closely matched on the LLM Stats Score at 38.2 and 41.4. Claude Opus 4.5 is made by Anthropic and GPT-5.2 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 Opus 4.5 compare to GPT-5.2 in benchmarks?

Claude Opus 4.5 scores Tau2 Telecom: 98.2%, MMMLU: 90.8%, Tau2 Retail: 88.9%, GPQA: 87.0%, SWE-Bench Verified: 80.9%. GPT-5.2 scores AIME 2025: 100.0%, HMMT 2025: 99.4%, Tau2 Telecom: 98.7%, Graphwalks BFS <128k: 94.0%, GPQA: 92.4%.

Is Claude Opus 4.5 cheaper than GPT-5.2?

GPT-5.2 is 2.9x cheaper for input tokens. Claude Opus 4.5 costs $5.00/M input and $25.00/M output via anthropic. GPT-5.2 costs $1.75/M input and $14.00/M output via openai.

What are the context window sizes for Claude Opus 4.5 and GPT-5.2?

Claude Opus 4.5 supports 200K tokens and GPT-5.2 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 Opus 4.5 and GPT-5.2?

Key differences include LLM Stats Score (38.2 vs 41.4), context window (200K vs 400K), input pricing ($5.00 vs $1.75/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Opus 4.5 and GPT-5.2?

Claude Opus 4.5 is developed by Anthropic and GPT-5.2 is developed by OpenAI.