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Claude Sonnet 5.5 vs GPT-5.6 Luna

Claude Sonnet 5.5 leads the LLM Stats Score 58.7 to 44.2. GPT-5.6 Luna is 8.9x cheaper per token.

Anthropic · OpenAI · Updated for 2026

Which is better?

Claude Sonnet 5.5 leads the overall LLM Stats Score 58.7 to 44.2, ranking #2 overall.

In the 9 individual benchmarks reported for both models, Claude Sonnet 5.5 wins 9; this is a narrower head-to-head signal than the composite indexes.

On price, GPT-5.6 Luna is roughly 8.9x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5.6 Luna also accepts a larger context window (1,050,000 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 58.7 and ranks #2 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 9 of 9 exact shared results
  • you want the most recent training data — it shipped Sep 2026

Choose GPT-5.6 Luna

  • cost matters — it's about 8.9x cheaper per token
  • you process long inputs — it offers a 1,050,000 token context window

At a glance

The differences that matter most.

Core performance indexes
58.7
#2
44.2
#45
57.2
#3
43.2
#47
48.3
#2
34.4
#34
43.2
#3
30.0
#42
Cost, coverage & limits
Benchmark wins
9 of 9
0 of 9
Input price
$2.00 / M
$0.20 / M
Output price
$10.00 / M
$1.20 / M
Context window
1,000,000
1,050,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

4 shared
Index
Claude Sonnet 5.5
GPT-5.6 Luna
37.6#30
28.4#96
41.5#1
23.1#66
35.4#2
22.8#46
41.2#1
23.6#64
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

47 reported for Claude Sonnet 5.5 · 45 for GPT-5.6 Luna

9 shared

Claude Sonnet 5.5 outperforms in 9 benchmarks (AutomationBench, BenchCAD, BenchCAD (with Python tool), DeepSWE 1.1, FrontierCode 1.1, HealthBench, HealthBench Professional, SWE-Bench Pro, Terminal-Bench 4.0), while GPT-5.6 Luna is better at 0 benchmarks.

Claude Sonnet 5.5 significantly outperforms across most benchmarks.

Sat Oct 17 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-5.6 Luna costs less

For input processing, Claude Sonnet 5.5 ($2.00/1M tokens) is 10.0x more expensive than GPT-5.6 Luna ($0.20/1M tokens).

For output processing, Claude Sonnet 5.5 ($10.00/1M tokens) is 8.3x more expensive than GPT-5.6 Luna ($1.20/1M tokens).

In conclusion, Claude Sonnet 5.5 is more expensive than GPT-5.6 Luna.*

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

Lowest available price from all providers
Sat Oct 17 2026 • llm-stats.com
Anthropic
Claude Sonnet 5.5
Input tokens$2.00
Output tokens$10.00
Best providerAnthropic
OpenAI
GPT-5.6 Luna
Input tokens$0.20
Output tokens$1.20
Best providerOpenAI
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-5.6 Luna accepts 1,050,000 input tokens compared to Claude Sonnet 5.5's 1,000,000 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-5.6 Luna
Input1,050,000 tokens
Output128,000 tokens
Sat Oct 17 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Claude Sonnet 5.5 and GPT-5.6 Luna 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-5.6 Luna

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-5.6 Luna

Proprietary

Closed source

Release Timeline

When each model was launched

Claude Sonnet 5.5 was released on 2026-09-28, while GPT-5.6 Luna was released on 2026-07-09.

Claude Sonnet 5.5 is 3 months newer than GPT-5.6 Luna.

Claude Sonnet 5.5

Sep 28, 2026

2 weeks ago

2mo newer
GPT-5.6 Luna

Jul 9, 2026

3 months ago

Knowledge Cutoff

When training data ends

Claude Sonnet 5.5 has a knowledge cutoff of 2026-06-01, while GPT-5.6 Luna has a cutoff of 2026-02-16.

Claude Sonnet 5.5 has more recent training data (up to 2026-06-01), making it potentially better informed about events through that date compared to GPT-5.6 Luna (2026-02-16).

Claude Sonnet 5.5

Jun 2026

4 mo newer
GPT-5.6 Luna

Feb 2026

Provider Availability

Claude Sonnet 5.5 is available from Anthropic. GPT-5.6 Luna is available from OpenAI.

Claude Sonnet 5.5

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

GPT-5.6 Luna

openai logo
OpenAI
Input Price:Input: $0.20/1MOutput Price:Output: $1.20/1M
* 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-5.6 Luna side-by-side, then vote on the output you prefer.

Claude Sonnet 5.5
✓ Preferred
GPT-5.6 Luna
Open in Playground

FAQ

Common questions about Claude Sonnet 5.5 vs GPT-5.6 Luna.

Which is better, Claude Sonnet 5.5 or GPT-5.6 Luna?

Claude Sonnet 5.5 leads the LLM Stats Score 58.7 to 44.2. Claude Sonnet 5.5 is made by Anthropic and GPT-5.6 Luna 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-5.6 Luna 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-5.6 Luna scores Connectors: 99.9%, HealthBench Consensus: 95.1%, GPQA: 92.3%, Search and Function-Calling: 89.7%, Capture-the-Flag Challenges (Internal): 85.2%.

Is Claude Sonnet 5.5 cheaper than GPT-5.6 Luna?

GPT-5.6 Luna is 10.0x cheaper for input tokens. Claude Sonnet 5.5 costs $2.00/M input and $10.00/M output via anthropic. GPT-5.6 Luna costs $0.20/M input and $1.20/M output via openai.

What are the context window sizes for Claude Sonnet 5.5 and GPT-5.6 Luna?

Claude Sonnet 5.5 supports 1.0M tokens and GPT-5.6 Luna supports 1.1M 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-5.6 Luna?

Key differences include LLM Stats Score (58.7 vs 44.2), context window (1.0M vs 1.1M), input pricing ($2.00 vs $0.20/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Claude Sonnet 5.5 and GPT-5.6 Luna?

Claude Sonnet 5.5 is developed by Anthropic and GPT-5.6 Luna is developed by OpenAI.