Model Comparison

Ministral 3 (8B Reasoning 2512) vs Muse Spark 1.1Which is better in 2026?

Comparing Ministral 3 (8B Reasoning 2512) and Muse Spark 1.1 across benchmarks, pricing, and capabilities.

Verdict: Ministral 3 (8B Reasoning 2512) vs Muse Spark 1.1 — which is better?

Ministral 3 (8B Reasoning 2512) (by Mistral AI) 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.

On price, Ministral 3 (8B Reasoning 2512) is roughly 13.3x 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 Ministral 3 (8B Reasoning 2512) if…

  • cost matters — it's about 13.3x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose Muse Spark 1.1 if…

  • 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

No common benchmarks found

Ministral 3 (8B Reasoning 2512) and Muse Spark 1.1don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Ministral 3 (8B Reasoning 2512) costs less

For input processing, Ministral 3 (8B Reasoning 2512) ($0.15/1M tokens) is 8.3x cheaper than Muse Spark 1.1 ($1.25/1M tokens).

For output processing, Ministral 3 (8B Reasoning 2512) ($0.15/1M tokens) is 28.3x cheaper than Muse Spark 1.1 ($4.25/1M tokens).

In conclusion, Muse Spark 1.1 is more expensive than Ministral 3 (8B Reasoning 2512).*

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

Lowest available price from all providers
Tue Jul 21 2026 • llm-stats.com
Mistral AI
Ministral 3 (8B Reasoning 2512)
Input tokens$0.15
Output tokens$0.15
Best providerMistral
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 Ministral 3 (8B Reasoning 2512)'s 262,100 tokens. Ministral 3 (8B Reasoning 2512) can generate longer responses up to 262,100 tokens, while Muse Spark 1.1 is limited to 131,072 tokens.

Mistral AI
Ministral 3 (8B Reasoning 2512)
Input262,100 tokens
Output262,100 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 Ministral 3 (8B Reasoning 2512) and Muse Spark 1.1 support multimodal inputs.

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

Ministral 3 (8B Reasoning 2512)

Text
Images
Audio
Video

Muse Spark 1.1

Text
Images
Audio
Video

License

Usage and distribution terms

Ministral 3 (8B Reasoning 2512) is licensed under Apache 2.0, 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.

Ministral 3 (8B Reasoning 2512)

Apache 2.0

Open weights

Muse Spark 1.1

Proprietary

Closed source

Release Timeline

When each model was launched

Ministral 3 (8B Reasoning 2512) was released on 2025-12-04, while Muse Spark 1.1 was released on 2026-07-09.

Muse Spark 1.1 is 7 months newer than Ministral 3 (8B Reasoning 2512).

Ministral 3 (8B Reasoning 2512)

Dec 4, 2025

7 months ago

Muse Spark 1.1

Jul 9, 2026

1 weeks ago

7mo 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

Ministral 3 (8B Reasoning 2512) is available from Mistral AI. Muse Spark 1.1 is available from Meta Model API.

Ministral 3 (8B Reasoning 2512)

mistral logo
Mistral
Input Price:Input: $0.15/1MOutput Price:Output: $0.15/1M

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

Mistral AI
Less expensive input tokens
Less expensive output tokens
Has open weights
Meta
Larger context window (1,048,576 tokens)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Ministral 3 (8B Reasoning 2512) and Muse Spark 1.1 side-by-side, then vote on the output you prefer.

Ministral 3 (8B Reasoning 2512)
✓ Preferred
Muse Spark 1.1
Open in Playground
AI Model Comparison Table
Feature
Mistral AI
Ministral 3 (8B Reasoning 2512)
Meta
Muse Spark 1.1

FAQ

Common questions about Ministral 3 (8B Reasoning 2512) vs Muse Spark 1.1.

Which is better, Ministral 3 (8B Reasoning 2512) or Muse Spark 1.1?

Ministral 3 (8B Reasoning 2512) (Mistral AI) and Muse Spark 1.1 (Meta) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Ministral 3 (8B Reasoning 2512) compare to Muse Spark 1.1 in benchmarks?

Ministral 3 (8B Reasoning 2512) scores AIME 2024: 86.0%, AIME 2025: 78.7%, GPQA: 66.8%, LiveCodeBench: 61.6%. 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 Ministral 3 (8B Reasoning 2512) cheaper than Muse Spark 1.1?

Ministral 3 (8B Reasoning 2512) is 8.3x cheaper for input tokens. Ministral 3 (8B Reasoning 2512) costs $0.15/M input and $0.15/M output via mistral. Muse Spark 1.1 costs $1.25/M input and $4.25/M output via meta.

What are the context window sizes for Ministral 3 (8B Reasoning 2512) and Muse Spark 1.1?

Ministral 3 (8B Reasoning 2512) supports 262K 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 Ministral 3 (8B Reasoning 2512) and Muse Spark 1.1?

Key differences include context window (262K vs 1.0M), input pricing ($0.15 vs $1.25/M), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Ministral 3 (8B Reasoning 2512) and Muse Spark 1.1?

Ministral 3 (8B Reasoning 2512) is developed by Mistral AI and Muse Spark 1.1 is developed by Meta.

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