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GPT OSS 120B High vs Muse Wonder

Muse Wonder leads the LLM Stats Score 47.9 to 25.4. GPT OSS 120B High is 40.0x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

Muse Wonder leads the overall LLM Stats Score 47.9 to 25.4, ranking #29 overall.

On price, GPT OSS 120B High is roughly 40.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Wonder also accepts a larger context window (1,048,576 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 OSS 120B High

  • cost matters — it's about 40.0x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose Muse Wonder

  • overall performance matters — it scores 47.9 and ranks #29 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
25.4
#174
47.9
#29
25.6
#165
33.1
#108
3.0
#177
34.1
#24
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.10 / M
$4.00 / M
Output price
$0.50 / M
$20.00 / M
Context window
131,072
1,048,576

Individual benchmarks

7 reported for GPT OSS 120B High · 16 for Muse Wonder

No common benchmarks found

GPT OSS 120B High and Muse Wonderdon'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 OSS 120B High costs less

For input processing, GPT OSS 120B High ($0.10/1M tokens) is 40.0x cheaper than Muse Wonder ($4.00/1M tokens).

For output processing, GPT OSS 120B High ($0.50/1M tokens) is 40.0x cheaper than Muse Wonder ($20.00/1M tokens).

In conclusion, Muse Wonder is more expensive than GPT OSS 120B High.*

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

Lowest available price from all providers
Sun Oct 18 2026 • llm-stats.com
OpenAI
GPT OSS 120B High
Input tokens$0.10
Output tokens$0.50
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

Muse Wonder accepts 1,048,576 input tokens compared to GPT OSS 120B High's 131,072 tokens. Only GPT OSS 120B High specifies output context (131,072 tokens).

OpenAI
GPT OSS 120B High
Input131,072 tokens
Output131,072 tokens
Meta
Muse Wonder
Input1,048,576 tokens
Output- tokens
Sun Oct 18 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Muse Wonder supports multimodal inputs, whereas GPT OSS 120B High does not.

Muse Wonder can handle both text and other forms of data like images, making it suitable for multimodal applications.

GPT OSS 120B High

Text
Images
Audio
Video

Muse Wonder

Text
Images
Audio
Video

License

Usage and distribution terms

GPT OSS 120B High is licensed under Apache 2.0, while Muse Wonder uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

GPT OSS 120B High

Apache 2.0

Open weights

Muse Wonder

Proprietary

Closed source

Release Timeline

When each model was launched

GPT OSS 120B High was released on 2025-08-05, while Muse Wonder was released on 2026-10-12.

Muse Wonder is 14 months newer than GPT OSS 120B High.

GPT OSS 120B High

Aug 5, 2025

1.2 years ago

Muse Wonder

Oct 12, 2026

6 days ago

1.2yr newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

GPT OSS 120B High is available from OpenAI, Fireworks. Muse Wonder is available from Meta Model API.

GPT OSS 120B High

openai logo
OpenAI
Input Price:Input: $0.10/1MOutput Price:Output: $0.50/1M
fireworks logo
Fireworks
Input Price:Input: $0.15/1MOutput Price:Output: $0.60/1M

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 OSS 120B High and Muse Wonder side-by-side, then vote on the output you prefer.

GPT OSS 120B High
✓ Preferred
Muse Wonder
Open in Playground

FAQ

Common questions about GPT OSS 120B High vs Muse Wonder.

Which is better, GPT OSS 120B High or Muse Wonder?

Muse Wonder leads the LLM Stats Score 47.9 to 25.4. GPT OSS 120B High 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 OSS 120B High compare to Muse Wonder in benchmarks?

GPT OSS 120B High scores AIME 2025: 92.5%, MMMLU: 83.8%, LiveCodeBench v6: 81.9%, GPQA: 80.9%, MMLU-Pro: 80.7%. 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 OSS 120B High cheaper than Muse Wonder?

GPT OSS 120B High is 40.0x cheaper for input tokens. GPT OSS 120B High costs $0.10/M input and $0.50/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 OSS 120B High and Muse Wonder?

GPT OSS 120B High supports 131K 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 OSS 120B High and Muse Wonder?

Key differences include LLM Stats Score (25.4 vs 47.9), context window (131K vs 1.0M), input pricing ($0.10 vs $4.00/M), multimodal support (no vs yes), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT OSS 120B High and Muse Wonder?

GPT OSS 120B High is developed by OpenAI and Muse Wonder is developed by Meta.