Model Comparison

North Mini Code 1.0 vs Muse SparkWhich is better in 2026?

Muse Spark significantly outperforms across most benchmarks.

Verdict: North Mini Code 1.0 vs Muse Spark — which is better?

North Mini Code 1.0 (by Cohere) and Muse Spark (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.

North Mini Code 1.0 outperforms in 0 benchmarks, while Muse Spark is better at 3 benchmarks (SWE-Bench Pro, SWE-Bench Verified, Terminal-Bench 2.0). Muse Spark significantly outperforms across most benchmarks.

Choose North Mini Code 1.0 if…

  • you want the most recent training data — it shipped Jun 2026
  • you need open weights you can self-host or fine-tune

Choose Muse Spark if…

  • you want the strongest raw capability — it leads on 3 of 3 shared benchmarks

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

North Mini Code 1.0 outperforms in 0 benchmarks, while Muse Spark is better at 3 benchmarks (SWE-Bench Pro, SWE-Bench Verified, Terminal-Bench 2.0).

Muse Spark significantly outperforms across most benchmarks.

Fri Jul 17 2026 • llm-stats.com

Arena Performance

Human preference votes

Input Capabilities

Supported data types and modalities

Muse Spark supports multimodal inputs, whereas North Mini Code 1.0 does not.

Muse Spark can handle both text and other forms of data like images, making it suitable for multimodal applications.

North Mini Code 1.0

Text
Images
Audio
Video

Muse Spark

Text
Images
Audio
Video

License

Usage and distribution terms

North Mini Code 1.0 is licensed under Apache 2.0, while Muse Spark uses a proprietary license.

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

North Mini Code 1.0

Apache 2.0

Open weights

Muse Spark

Proprietary

Closed source

Release Timeline

When each model was launched

North Mini Code 1.0 was released on 2026-06-09, while Muse Spark was released on 2026-04-08.

North Mini Code 1.0 is 2 months newer than Muse Spark.

North Mini Code 1.0

Jun 9, 2026

1 months ago

2mo newer
Muse Spark

Apr 8, 2026

3 months ago

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

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

Cohere
Has open weights
Meta
Supports multimodal inputs
Higher SWE-Bench Pro score (52.4% vs 40.2%)
Higher SWE-Bench Verified score (77.4% vs 67.6%)
Higher Terminal-Bench 2.0 score (59.0% vs 36.0%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against North Mini Code 1.0 and Muse Spark side-by-side, then vote on the output you prefer.

North Mini Code 1.0
✓ Preferred
Muse Spark
Open in Playground
AI Model Comparison Table
Feature
Cohere
North Mini Code 1.0
Meta
Muse Spark

FAQ

Common questions about North Mini Code 1.0 vs Muse Spark.

Which is better, North Mini Code 1.0 or Muse Spark?

Muse Spark significantly outperforms across most benchmarks. North Mini Code 1.0 is made by Cohere and Muse Spark is made by Meta. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does North Mini Code 1.0 compare to Muse Spark in benchmarks?

North Mini Code 1.0 scores LiveCodeBench v6: 70.3%, SWE-Bench Verified: 67.6%, SWE-Bench Pro: 40.2%, SciCode: 38.2%, Terminal-Bench 2.0: 36.0%. Muse Spark scores Tau2 Telecom: 91.5%, GPQA: 89.5%, CharXiv-R: 86.4%, ScreenSpot Pro: 84.1%, IPhO 2025: 82.6%.

What are the main differences between North Mini Code 1.0 and Muse Spark?

Key differences include multimodal support (no vs yes), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes North Mini Code 1.0 and Muse Spark?

North Mini Code 1.0 is developed by Cohere and Muse Spark is developed by Meta.

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