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GPT-6 Astra vs Muse Wonder

GPT-6 Astra leads the LLM Stats Score 58.5 to 47.9. Muse Wonder is 2.5x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

GPT-6 Astra leads the overall LLM Stats Score 58.5 to 47.9, ranking #3 overall.

The models split the 2 individual benchmarks reported for both models evenly.

On price, Muse Wonder is roughly 2.5x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-6 Astra 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-6 Astra

  • overall performance matters — it scores 58.5 and ranks #3 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you process long inputs — it offers a 1,050,000 token context window

Choose Muse Wonder

  • cost matters — it's about 2.5x cheaper per token
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
58.5
#3
47.9
#29
57.3
#2
33.1
#108
47.1
#3
38.9
#18
45.0
#2
34.1
#24
Cost, coverage & limits
Benchmark wins
1 of 2
1 of 2
Input price
$10.00 / M
$4.00 / M
Output price
$50.00 / M
$20.00 / M
Context window
1,050,000
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
GPT-6 Astra
Muse Wonder
40.2#4
25.4#53
37.5#5
25.4#52
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

22 reported for GPT-6 Astra · 16 for Muse Wonder

2 shared

GPT-6 Astra outperforms in 1 benchmarks (HealthBench Professional), while Muse Wonder is better at 1 benchmark (DeepSWE 1.1).

Both models are evenly matched across the benchmarks.

Tue Oct 13 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Muse Wonder costs less

For input processing, GPT-6 Astra ($10.00/1M tokens) is 2.5x more expensive than Muse Wonder ($4.00/1M tokens).

For output processing, GPT-6 Astra ($50.00/1M tokens) is 2.5x more expensive than Muse Wonder ($20.00/1M tokens).

In conclusion, GPT-6 Astra is more expensive than Muse Wonder.*

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

Lowest available price from all providers
Tue Oct 13 2026 • llm-stats.com
OpenAI
GPT-6 Astra
Input tokens$10.00
Output tokens$50.00
Best providerOpenAI
Meta
Muse Wonder
Input tokens$4.00
Output tokens$20.00
Best providerMeta
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-6 Astra accepts 1,050,000 input tokens compared to Muse Wonder's 1,048,576 tokens. Only GPT-6 Astra specifies output context (128,000 tokens).

OpenAI
GPT-6 Astra
Input1,050,000 tokens
Output128,000 tokens
Meta
Muse Wonder
Input1,048,576 tokens
Output- tokens
Tue Oct 13 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-6 Astra and Muse Wonder support multimodal inputs.

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

GPT-6 Astra

Text
Images
Audio
Video

Muse Wonder

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-6 Astra

Proprietary

Closed source

Muse Wonder

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-6 Astra was released on 2026-09-04, while Muse Wonder was released on 2026-10-12.

Muse Wonder is 1 month newer than GPT-6 Astra.

GPT-6 Astra

Sep 4, 2026

1 months ago

Muse Wonder

Oct 12, 2026

1 days ago

1mo newer

Knowledge Cutoff

When training data ends

GPT-6 Astra has a documented knowledge cutoff of 2026-04-30, while Muse Wonder's cutoff date is not specified.

We can confirm GPT-6 Astra's training data extends to 2026-04-30, but cannot make a direct comparison without Muse Wonder's cutoff date.

GPT-6 Astra

Apr 2026

Muse Wonder

—

Provider Availability

GPT-6 Astra is available from OpenAI. Muse Wonder is available from Meta Model API.

GPT-6 Astra

openai logo
OpenAI
Input Price:Input: $10.00/1MOutput Price:Output: $50.00/1M

Muse Wonder

meta logo
Meta
Input Price:Input: $4.00/1MOutput Price:Output: $20.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-6 Astra and Muse Wonder side-by-side, then vote on the output you prefer.

GPT-6 Astra
✓ Preferred
Muse Wonder
Open in Playground

FAQ

Common questions about GPT-6 Astra vs Muse Wonder.

Which is better, GPT-6 Astra or Muse Wonder?

GPT-6 Astra leads the LLM Stats Score 58.5 to 47.9. GPT-6 Astra is made by OpenAI and Muse Wonder is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does GPT-6 Astra compare to Muse Wonder in benchmarks?

GPT-6 Astra scores ExploitBench: 100.0%, ARC-AGI-3: 99.9%, ARC-AGI: 98.5%, FrontierMath Tier 4 (v2): 97.6%, GPQA: 96.0%. Muse Wonder scores MemoryBench: 85.6%, DeepSWE 1.1: 78.8%, OSWorld 2.1 (partial): 72.6%, JobBench: 70.5%, HealthBench Professional: 60.5%.

Is GPT-6 Astra cheaper than Muse Wonder?

Muse Wonder is 2.5x cheaper for input tokens. GPT-6 Astra costs $10.00/M input and $50.00/M output via openai. Muse Wonder costs $4.00/M input and $20.00/M output via meta.

What are the context window sizes for GPT-6 Astra and Muse Wonder?

GPT-6 Astra supports 1.1M tokens and Muse Wonder supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between GPT-6 Astra and Muse Wonder?

Key differences include LLM Stats Score (58.5 vs 47.9), context window (1.1M vs 1.0M), input pricing ($10.00 vs $4.00/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-6 Astra and Muse Wonder?

GPT-6 Astra is developed by OpenAI and Muse Wonder is developed by Meta.