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GPT-4o mini vs Muse Spark Open

Muse Spark Open leads the LLM Stats Score 44.9 to 3.3. GPT-4o mini is 7.6x cheaper per token.

OpenAI · Meta · Updated for 2026

Which is better?

Muse Spark Open leads the overall LLM Stats Score 44.9 to 3.3, ranking #43 overall.

In the 1 individual benchmarks reported for both models, Muse Spark Open wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, GPT-4o mini is roughly 7.6x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Spark Open 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-4o mini

  • cost matters — it's about 7.6x cheaper per token

Choose Muse Spark Open

  • overall performance matters — it scores 44.9 and ranks #43 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
3.3
#332
44.9
#43
3.7
#321
45.2
#39
-0.8
#267
33.0
#42
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.15 / M
$1.25 / M
Output price
$0.60 / M
$4.25 / M
Context window
128,000
1,048,576

Capability indexes

Additional strengths measured across groups of related public benchmarks

3 shared
Index
GPT-4o mini
Muse Spark Open
11.4#253
31.6#69
-0.4#204
31.2#34
2.4#164
33.1#20
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

9 reported for GPT-4o mini · 17 for Muse Spark Open

1 shared

GPT-4o mini outperforms in 0 benchmarks, while Muse Spark Open is better at 1 benchmark (GPQA).

Muse Spark Open significantly outperforms across most benchmarks.

Tue Oct 20 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

GPT-4o mini costs less

For input processing, GPT-4o mini ($0.15/1M tokens) is 8.3x cheaper than Muse Spark Open ($1.25/1M tokens).

For output processing, GPT-4o mini ($0.60/1M tokens) is 7.1x cheaper than Muse Spark Open ($4.25/1M tokens).

In conclusion, Muse Spark Open is more expensive than GPT-4o mini.*

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

Lowest available price from all providers
Tue Oct 20 2026 • llm-stats.com
OpenAI
GPT-4o mini
Input tokens$0.15
Output tokens$0.60
Best providerAzure
Meta
Muse Spark Open
Input tokens$1.25
Output tokens$4.25
Best providerTogether
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Muse Spark Open accepts 1,048,576 input tokens compared to GPT-4o mini's 128,000 tokens. Muse Spark Open can generate longer responses up to 1,048,576 tokens, while GPT-4o mini is limited to 16,384 tokens.

OpenAI
GPT-4o mini
Input128,000 tokens
Output16,384 tokens
Meta
Muse Spark Open
Input1,048,576 tokens
Output1,048,576 tokens
Tue Oct 20 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-4o mini and Muse Spark Open support multimodal inputs.

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

GPT-4o mini

Text
Images
Audio
Video

Muse Spark Open

Text
Images
Audio
Video

License

Usage and distribution terms

GPT-4o mini is licensed under a proprietary license, while Muse Spark Open uses Muse Model License.

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

GPT-4o mini

Proprietary

Closed source

Muse Spark Open

Muse Model License

Open weights

Release Timeline

When each model was launched

GPT-4o mini was released on 2024-07-18, while Muse Spark Open was released on 2026-10-15.

Muse Spark Open is 27 months newer than GPT-4o mini.

GPT-4o mini

Jul 18, 2024

2.3 years ago

Muse Spark Open

Oct 15, 2026

4 days ago

2.2yr newer

Knowledge Cutoff

When training data ends

GPT-4o mini has a documented knowledge cutoff of 2023-10-01, while Muse Spark Open's cutoff date is not specified.

We can confirm GPT-4o mini's training data extends to 2023-10-01, but cannot make a direct comparison without Muse Spark Open's cutoff date.

GPT-4o mini

Oct 2023

Muse Spark Open

—

Provider Availability

GPT-4o mini is available from Azure. Muse Spark Open is available from Together.

GPT-4o mini

azure logo
Azure
Input Price:Input: $0.15/1MOutput Price:Output: $0.60/1M

Muse Spark Open

together logo
Together
Input Price:Input: $1.25/1MOutput Price:Output: $4.25/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against GPT-4o mini and Muse Spark Open side-by-side, then vote on the output you prefer.

GPT-4o mini
✓ Preferred
Muse Spark Open
Open in Playground

FAQ

Common questions about GPT-4o mini vs Muse Spark Open.

Which is better, GPT-4o mini or Muse Spark Open?

Muse Spark Open leads the LLM Stats Score 44.9 to 3.3. GPT-4o mini is made by OpenAI and Muse Spark Open 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-4o mini compare to Muse Spark Open in benchmarks?

GPT-4o mini scores HumanEval: 87.2%, MGSM: 87.0%, MMLU: 82.0%, DROP: 79.7%, MATH: 70.2%. Muse Spark Open scores MCP Atlas: 89.2%, GPQA: 89.0%, OSWorld-Verified: 80.4%, BabyVision: 80.2%, Terminal-Bench 2.1: 76.4%.

Is GPT-4o mini cheaper than Muse Spark Open?

GPT-4o mini is 8.3x cheaper for input tokens. GPT-4o mini costs $0.15/M input and $0.60/M output via azure. Muse Spark Open costs $1.25/M input and $4.25/M output via together.

What are the context window sizes for GPT-4o mini and Muse Spark Open?

GPT-4o mini supports 128K tokens and Muse Spark Open 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-4o mini and Muse Spark Open?

Key differences include LLM Stats Score (3.3 vs 44.9), context window (128K vs 1.0M), input pricing ($0.15 vs $1.25/M), licensing (Proprietary vs Muse Model License). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-4o mini and Muse Spark Open?

GPT-4o mini is developed by OpenAI and Muse Spark Open is developed by Meta.