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GPT OSS 120B High vs Muse Spark 1.3

Muse Spark 1.3 leads the LLM Stats Score 55.3 to 25.5. Muse Spark 1.3 is 1.6x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

Muse Spark 1.3 leads the overall LLM Stats Score 55.3 to 25.5, ranking #5 overall.

On price, Muse Spark 1.3 is roughly 1.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Spark 1.3 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

  • you need open weights you can self-host or fine-tune

Choose Muse Spark 1.3

  • overall performance matters — it scores 55.3 and ranks #5 on LLM Stats
  • your work emphasizes reasoning and agents — it leads those capability indexes
  • cost matters — it's about 1.6x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Sep 2026

At a glance

The differences that matter most.

Core performance indexes
25.5
#148
55.3
#5
25.6
#141
52.8
#7
2.9
#153
40.4
#4
Cost, coverage & limits
Benchmark wins
Input price
$0.10 / M
$0.10 / M
Output price
$0.50 / M
$0.20 / M
Context window
131,072
1,048,576

Individual benchmarks

7 reported for GPT OSS 120B High · 11 for Muse Spark 1.3

No common benchmarks found

GPT OSS 120B High and Muse Spark 1.3don'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

Muse Spark 1.3 costs less

For input processing, GPT OSS 120B High ($0.10/1M tokens) costs the same as Muse Spark 1.3 ($0.10/1M tokens).

For output processing, GPT OSS 120B High ($0.50/1M tokens) is 2.5x more expensive than Muse Spark 1.3 ($0.20/1M tokens).

In conclusion, GPT OSS 120B High is more expensive than Muse Spark 1.3.*

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

Lowest available price from all providers
Fri Sep 04 2026 • llm-stats.com
OpenAI
GPT OSS 120B High
Input tokens$0.10
Output tokens$0.50
Best providerOpenAI
Meta
Muse Spark 1.3
Input tokens$0.10
Output tokens$0.20
Best providerMeta
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Muse Spark 1.3 accepts 1,048,576 input tokens compared to GPT OSS 120B High's 131,072 tokens. Muse Spark 1.3 can generate longer responses up to 943,718 tokens, while GPT OSS 120B High is limited to 131,072 tokens.

OpenAI
GPT OSS 120B High
Input131,072 tokens
Output131,072 tokens
Meta
Muse Spark 1.3
Input1,048,576 tokens
Output943,718 tokens
Fri Sep 04 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Muse Spark 1.3 supports multimodal inputs, whereas GPT OSS 120B High does not.

Muse Spark 1.3 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 Spark 1.3

Text
Images
Audio
Video

License

Usage and distribution terms

GPT OSS 120B High is licensed under Apache 2.0, while Muse Spark 1.3 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 Spark 1.3

Proprietary

Closed source

Release Timeline

When each model was launched

GPT OSS 120B High was released on 2025-08-05, while Muse Spark 1.3 was released on 2026-09-02.

Muse Spark 1.3 is 13 months newer than GPT OSS 120B High.

GPT OSS 120B High

Aug 5, 2025

1.1 years ago

Muse Spark 1.3

Sep 2, 2026

2 days ago

1.1yr 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 Spark 1.3 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 Spark 1.3

meta logo
Meta
Input Price:Input: $0.10/1MOutput Price:Output: $0.20/1M
* 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 OSS 120B High and Muse Spark 1.3 side-by-side, then vote on the output you prefer.

GPT OSS 120B High
✓ Preferred
Muse Spark 1.3
Open in Playground

FAQ

Common questions about GPT OSS 120B High vs Muse Spark 1.3.

Which is better, GPT OSS 120B High or Muse Spark 1.3?

Muse Spark 1.3 leads the LLM Stats Score 55.3 to 25.5. GPT OSS 120B High is made by OpenAI and Muse Spark 1.3 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 Spark 1.3 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 Spark 1.3 scores MRCR v2 (8-needle): 98.5%, MRCR v2 (8-needle, 512K-1M): 98.1%, DeepSearchQA: 89.4%, Terminal-Bench 2.1: 88.8%, DeepSWE 1.1: 75.4%.

Is GPT OSS 120B High cheaper than Muse Spark 1.3?

Both models cost $0.10 per million input tokens.

What are the context window sizes for GPT OSS 120B High and Muse Spark 1.3?

GPT OSS 120B High supports 131K tokens and Muse Spark 1.3 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 Spark 1.3?

Key differences include LLM Stats Score (25.5 vs 55.3), context window (131K vs 1.0M), 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 Spark 1.3?

GPT OSS 120B High is developed by OpenAI and Muse Spark 1.3 is developed by Meta.