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Min istral 3 (3B Reasoning 2512) vs Muse Ember

Muse Ember leads the LLM Stats Score 45.9 to 10.5. Min istral 3 (3B Reasoning 2512) is 2.0x cheaper per token.

Mistral AI · Meta · Updated for 2026

Which is better?

Muse Ember leads the overall LLM Stats Score 45.9 to 10.5, ranking #47 overall.

On price, Min istral 3 (3B Reasoning 2512) is roughly 2.0x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Muse Ember 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 Min istral 3 (3B Reasoning 2512)

  • cost matters — it's about 2.0x cheaper per token
  • you need open weights you can self-host or fine-tune

Choose Muse Ember

  • overall performance matters — it scores 45.9 and ranks #47 on LLM Stats
  • your work emphasizes reasoning and coding — 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 Nov 2026

At a glance

The differences that matter most.

Core performance indexes
10.5
#306
45.9
#47
10.8
#301
48.1
#24
6.7
#228
27.3
#85
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.10 / M
$0.10 / M
Output price
$0.10 / M
$0.50 / M
Context window
131,100
1,048,576

Individual benchmarks

4 reported for Min istral 3 (3B Reasoning 2512) · 6 for Muse Ember

No common benchmarks found

Min istral 3 (3B Reasoning 2512) and Muse Emberdon'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

Min istral 3 (3B Reasoning 2512) costs less

For input processing, Min istral 3 (3B Reasoning 2512) ($0.10/1M tokens) costs the same as Muse Ember ($0.10/1M tokens).

For output processing, Min istral 3 (3B Reasoning 2512) ($0.10/1M tokens) is 5.0x cheaper than Muse Ember ($0.50/1M tokens).

In conclusion, Muse Ember is more expensive than Min istral 3 (3B Reasoning 2512).*

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

Lowest available price from all providers
Sat Nov 14 2026 • llm-stats.com
Mistral AI
Min istral 3 (3B Reasoning 2512)
Input tokens$0.10
Output tokens$0.10
Best providerMistral
Meta
Muse Ember
Input tokens$0.10
Output tokens$0.50
Best providerMeta
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Muse Ember accepts 1,048,576 input tokens compared to Min istral 3 (3B Reasoning 2512)'s 131,100 tokens. Muse Ember can generate longer responses up to 524,288 tokens, while Min istral 3 (3B Reasoning 2512) is limited to 131,100 tokens.

Mistral AI
Min istral 3 (3B Reasoning 2512)
Input131,100 tokens
Output131,100 tokens
Meta
Muse Ember
Input1,048,576 tokens
Output524,288 tokens
Sat Nov 14 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Min istral 3 (3B Reasoning 2512) and Muse Ember support multimodal inputs.

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

Min istral 3 (3B Reasoning 2512)

Text
Images
Audio
Video

Muse Ember

Text
Images
Audio
Video

License

Usage and distribution terms

Min istral 3 (3B Reasoning 2512) is licensed under Apache 2.0, while Muse Ember uses a proprietary license.

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

Min istral 3 (3B Reasoning 2512)

Apache 2.0

Open weights

Muse Ember

Proprietary

Closed source

Release Timeline

When each model was launched

Min istral 3 (3B Reasoning 2512) was released on 2025-12-04, while Muse Ember was released on 2026-11-09.

Muse Ember is 11 months newer than Min istral 3 (3B Reasoning 2512).

Min istral 3 (3B Reasoning 2512)

Dec 4, 2025

11 months ago

Muse Ember

Nov 9, 2026

4 days ago

11mo 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

Min istral 3 (3B Reasoning 2512) is available from Mistral AI. Muse Ember is available from Meta Model API.

Min istral 3 (3B Reasoning 2512)

mistral logo
Mistral
Input Price:Input: $0.10/1MOutput Price:Output: $0.10/1M

Muse Ember

meta logo
Meta
Input Price:Input: $0.10/1MOutput Price:Output: $0.50/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Min istral 3 (3B Reasoning 2512) and Muse Ember side-by-side, then vote on the output you prefer.

Min istral 3 (3B Reasoning 2512)
✓ Preferred
Muse Ember
Open in Playground

FAQ

Common questions about Min istral 3 (3B Reasoning 2512) vs Muse Ember.

Which is better, Min istral 3 (3B Reasoning 2512) or Muse Ember?

Muse Ember leads the LLM Stats Score 45.9 to 10.5. Min istral 3 (3B Reasoning 2512) is made by Mistral AI and Muse Ember is made by Meta. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Min istral 3 (3B Reasoning 2512) compare to Muse Ember in benchmarks?

Min istral 3 (3B Reasoning 2512) scores AIME 2024: 77.5%, AIME 2025: 72.1%, LiveCodeBench: 54.8%, GPQA: 53.4%. Muse Ember scores PerceptionBench: 80.6%, OSWorld 2.1 (partial): 69.5%, Agents' Last Exam: 61.6%, Personal Superintelligence Index: 46.8%, Terminal-Bench 4.0: 40.9%.

Is Min istral 3 (3B Reasoning 2512) cheaper than Muse Ember?

Both models cost $0.10 per million input tokens.

What are the context window sizes for Min istral 3 (3B Reasoning 2512) and Muse Ember?

Min istral 3 (3B Reasoning 2512) supports 131K tokens and Muse Ember 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 Min istral 3 (3B Reasoning 2512) and Muse Ember?

Key differences include LLM Stats Score (10.5 vs 45.9), context window (131K vs 1.0M), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Min istral 3 (3B Reasoning 2512) and Muse Ember?

Min istral 3 (3B Reasoning 2512) is developed by Mistral AI and Muse Ember is developed by Meta.