Model Comparison

MiniMax M3 vs Muse Spark 1.1Which is better in 2026?

Muse Spark 1.1 significantly outperforms across most benchmarks. MiniMax M3 is 3.8x cheaper per token.

Verdict: MiniMax M3 vs Muse Spark 1.1 — which is better?

MiniMax M3 (by MiniMax) and Muse Spark 1.1 (by Meta) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

MiniMax M3 outperforms in 0 benchmarks, while Muse Spark 1.1 is better at 5 benchmarks (Finance Agent v2, MCP Atlas, OSWorld-Verified, SWE-Bench Pro, Terminal-Bench 2.1). Muse Spark 1.1 significantly outperforms across most benchmarks.

On price, MiniMax M3 is roughly 3.8x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Spark 1.1 also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Choose MiniMax M3 if…

  • cost matters — it's about 3.8x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose Muse Spark 1.1 if…

  • you want the strongest raw capability — it leads on 5 of 5 shared benchmarks
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Jul 2026

Performance Benchmarks

Comparative analysis across standard metrics

5 benchmarks

MiniMax M3 outperforms in 0 benchmarks, while Muse Spark 1.1 is better at 5 benchmarks (Finance Agent v2, MCP Atlas, OSWorld-Verified, SWE-Bench Pro, Terminal-Bench 2.1).

Muse Spark 1.1 significantly outperforms across most benchmarks.

Tue Jul 21 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

MiniMax M3 costs less

For input processing, MiniMax M3 ($0.30/1M tokens) is 4.2x cheaper than Muse Spark 1.1 ($1.25/1M tokens).

For output processing, MiniMax M3 ($1.20/1M tokens) is 3.5x cheaper than Muse Spark 1.1 ($4.25/1M tokens).

In conclusion, Muse Spark 1.1 is more expensive than MiniMax M3.*

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

Lowest available price from all providers
Tue Jul 21 2026 • llm-stats.com
MiniMax
MiniMax M3
Input tokens$0.30
Output tokens$1.20
Best providerFireworks
Meta
Muse Spark 1.1
Input tokens$1.25
Output tokens$4.25
Best providerMeta
Notice missing or incorrect data?Start an Issue

Context Window

Maximum input and output token capacity

Muse Spark 1.1 accepts 1,048,576 input tokens compared to MiniMax M3's 512,000 tokens. Both models can generate responses up to 131,072 tokens.

MiniMax
MiniMax M3
Input512,000 tokens
Output131,072 tokens
Meta
Muse Spark 1.1
Input1,048,576 tokens
Output131,072 tokens
Tue Jul 21 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both MiniMax M3 and Muse Spark 1.1 support multimodal inputs.

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

MiniMax M3

Text
Images
Audio
Video

Muse Spark 1.1

Text
Images
Audio
Video

License

Usage and distribution terms

MiniMax M3 is licensed under MIT, while Muse Spark 1.1 uses a proprietary license.

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

MiniMax M3

MIT

Open weights

Muse Spark 1.1

Proprietary

Closed source

Release Timeline

When each model was launched

MiniMax M3 was released on 2026-06-01, while Muse Spark 1.1 was released on 2026-07-09.

Muse Spark 1.1 is 1 month newer than MiniMax M3.

MiniMax M3

Jun 1, 2026

1 months ago

Muse Spark 1.1

Jul 9, 2026

1 weeks ago

1mo 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

MiniMax M3 is available from Fireworks, Novita, Together, MiniMax. Muse Spark 1.1 is available from Meta Model API.

MiniMax M3

fireworks logo
Fireworks
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
novita logo
Novita
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
together logo
Together
Input Price:Input: $0.30/1MOutput Price:Output: $1.20/1M
minimax logo
MiniMax
Input Price:Input: $0.60/1MOutput Price:Output: $2.40/1M

Muse Spark 1.1

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

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Key Takeaways

Less expensive input tokens
Less expensive output tokens
Has open weights
Larger context window (1,048,576 tokens)
Higher Finance Agent v2 score (57.2% vs 48.3%)
Higher MCP Atlas score (88.1% vs 74.2%)
Higher OSWorld-Verified score (80.8% vs 70.1%)
Higher SWE-Bench Pro score (61.5% vs 59.0%)
Higher Terminal-Bench 2.1 score (80.0% vs 66.0%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against MiniMax M3 and Muse Spark 1.1 side-by-side, then vote on the output you prefer.

MiniMax M3
✓ Preferred
Muse Spark 1.1
Open in Playground
AI Model Comparison Table
Feature
MiniMax
MiniMax M3
Meta
Muse Spark 1.1

FAQ

Common questions about MiniMax M3 vs Muse Spark 1.1.

Which is better, MiniMax M3 or Muse Spark 1.1?

Muse Spark 1.1 significantly outperforms across most benchmarks. MiniMax M3 is made by MiniMax and Muse Spark 1.1 is made by Meta. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does MiniMax M3 compare to Muse Spark 1.1 in benchmarks?

MiniMax M3 scores OmniDocBench 1.5: 91.6%, SpreadSheetBench-v1: 89.3%, USAMO 2026: 85.7%, Video-MME: 85.4%, VideoMMMU: 84.6%. Muse Spark 1.1 scores CharXiv-R: 88.4%, MCP Atlas: 88.1%, OSWorld-Verified: 80.8%, Terminal-Bench 2.1: 80.0%, BabyVision: 76.3%.

Is MiniMax M3 cheaper than Muse Spark 1.1?

MiniMax M3 is 4.2x cheaper for input tokens. MiniMax M3 costs $0.30/M input and $1.20/M output via fireworks. Muse Spark 1.1 costs $1.25/M input and $4.25/M output via meta.

What are the context window sizes for MiniMax M3 and Muse Spark 1.1?

MiniMax M3 supports 512K tokens and Muse Spark 1.1 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 MiniMax M3 and Muse Spark 1.1?

Key differences include context window (512K vs 1.0M), input pricing ($0.30 vs $1.25/M), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes MiniMax M3 and Muse Spark 1.1?

MiniMax M3 is developed by MiniMax and Muse Spark 1.1 is developed by Meta.