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GPT-5.6 Luna vs Sakana Namazu

GPT-5.6 Luna and Sakana Namazu are closely matched at 46.5 and 43.2 on the LLM Stats Score. GPT-5.6 Luna is 3.8x cheaper per token.

OpenAI · Sakana AI · Updated for 2026

Which is better?

GPT-5.6 Luna and Sakana Namazu are closely matched on the overall LLM Stats Score at 46.5 and 43.2.

On price, GPT-5.6 Luna is roughly 3.8x 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 GPT-5.6 Luna

  • cost matters — it's about 3.8x cheaper per token
  • you process long inputs — it offers a 1,050,000 token context window

Choose Sakana Namazu

  • you want the most recent training data — it shipped Aug 2026

At a glance

The differences that matter most.

Core performance indexes
46.5
#21
43.2
#37
45.6
#25
43.0
#36
Cost, coverage & limits
Benchmark wins
Input price
$0.20 / M
$0.95 / M
Output price
$1.20 / M
$4.00 / M
Context window
1,050,000
256,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
GPT-5.6 Luna
Sakana Namazu
29.1#81
38.9#22
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

44 reported for GPT-5.6 Luna · 3 for Sakana Namazu

No common benchmarks found

GPT-5.6 Luna and Sakana Namazudon'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

GPT-5.6 Luna costs less

For input processing, GPT-5.6 Luna ($0.20/1M tokens) is 4.7x cheaper than Sakana Namazu ($0.95/1M tokens).

For output processing, GPT-5.6 Luna ($1.20/1M tokens) is 3.3x cheaper than Sakana Namazu ($4.00/1M tokens).

In conclusion, Sakana Namazu is more expensive than GPT-5.6 Luna.*

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

Lowest available price from all providers
Fri Aug 28 2026 • llm-stats.com
OpenAI
GPT-5.6 Luna
Input tokens$0.20
Output tokens$1.20
Best providerOpenAI
Sakana AI
Sakana Namazu
Input tokens$0.95
Output tokens$4.00
Best providerUnknown Organization
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

GPT-5.6 Luna accepts 1,050,000 input tokens compared to Sakana Namazu's 256,000 tokens. Sakana Namazu can generate longer responses up to 256,000 tokens, while GPT-5.6 Luna is limited to 128,000 tokens.

OpenAI
GPT-5.6 Luna
Input1,050,000 tokens
Output128,000 tokens
Sakana AI
Sakana Namazu
Input256,000 tokens
Output256,000 tokens
Fri Aug 28 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5.6 Luna and Sakana Namazu support multimodal inputs.

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

GPT-5.6 Luna

Text
Images
Audio
Video

Sakana Namazu

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.

GPT-5.6 Luna

Proprietary

Closed source

Sakana Namazu

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.6 Luna was released on 2026-07-09, while Sakana Namazu was released on 2026-08-03.

Sakana Namazu is 1 month newer than GPT-5.6 Luna.

GPT-5.6 Luna

Jul 9, 2026

1 months ago

Sakana Namazu

Aug 3, 2026

3 weeks ago

3w newer

Knowledge Cutoff

When training data ends

GPT-5.6 Luna has a documented knowledge cutoff of 2026-02-16, while Sakana Namazu's cutoff date is not specified.

We can confirm GPT-5.6 Luna's training data extends to 2026-02-16, but cannot make a direct comparison without Sakana Namazu's cutoff date.

GPT-5.6 Luna

Feb 2026

Sakana Namazu

Provider Availability

GPT-5.6 Luna is available from OpenAI. Sakana Namazu is available from Sakana AI.

GPT-5.6 Luna

openai logo
OpenAI
Input Price:Input: $0.20/1MOutput Price:Output: $1.20/1M

Sakana Namazu

sakana logo
Unknown Organization
Input Price:Input: $0.95/1MOutput Price:Output: $4.00/1M
* 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 GPT-5.6 Luna and Sakana Namazu side-by-side, then vote on the output you prefer.

GPT-5.6 Luna
✓ Preferred
Sakana Namazu
Open in Playground

FAQ

Common questions about GPT-5.6 Luna vs Sakana Namazu.

Which is better, GPT-5.6 Luna or Sakana Namazu?

GPT-5.6 Luna and Sakana Namazu are closely matched on the LLM Stats Score at 46.5 and 43.2. GPT-5.6 Luna is made by OpenAI and Sakana Namazu is made by Sakana AI. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-5.6 Luna compare to Sakana Namazu in benchmarks?

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%. Sakana Namazu scores AIME 2026: 96.7%, LiveCodeBench v6: 90.3%, MMLU-Pro: 90.3%.

Is GPT-5.6 Luna cheaper than Sakana Namazu?

GPT-5.6 Luna is 4.7x cheaper for input tokens. GPT-5.6 Luna costs $0.20/M input and $1.20/M output via openai. Sakana Namazu costs $0.95/M input and $4.00/M output via sakana.

What are the context window sizes for GPT-5.6 Luna and Sakana Namazu?

GPT-5.6 Luna supports 1.1M tokens and Sakana Namazu supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-5.6 Luna and Sakana Namazu?

Key differences include LLM Stats Score (46.5 vs 43.2), context window (1.1M vs 256K), input pricing ($0.20 vs $0.95/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.6 Luna and Sakana Namazu?

GPT-5.6 Luna is developed by OpenAI and Sakana Namazu is developed by Sakana AI.