Model Comparison

Seed 2.1 Pro vs North Mini Code 1.0Which is better in 2026?

Seed 2.1 Pro significantly outperforms across most benchmarks.

Verdict: Seed 2.1 Pro vs North Mini Code 1.0 — which is better?

Seed 2.1 Pro (by ByteDance) and North Mini Code 1.0 (by Cohere) 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.

Seed 2.1 Pro outperforms in 2 benchmarks (SciCode, SWE-Bench Pro), while North Mini Code 1.0 is better at 0 benchmarks. Seed 2.1 Pro significantly outperforms across most benchmarks.

Choose Seed 2.1 Pro if…

  • you want the strongest raw capability — it leads on 2 of 2 shared benchmarks
  • you want the most recent training data — it shipped Jun 2026

Choose North Mini Code 1.0 if…

  • you need open weights you can self-host or fine-tune

Performance Benchmarks

Comparative analysis across standard metrics

2 benchmarks

Seed 2.1 Pro outperforms in 2 benchmarks (SciCode, SWE-Bench Pro), while North Mini Code 1.0 is better at 0 benchmarks.

Seed 2.1 Pro significantly outperforms across most benchmarks.

Fri Jul 17 2026 • llm-stats.com

Arena Performance

Human preference votes

Input Capabilities

Supported data types and modalities

Seed 2.1 Pro supports multimodal inputs, whereas North Mini Code 1.0 does not.

Seed 2.1 Pro can handle both text and other forms of data like images, making it suitable for multimodal applications.

Seed 2.1 Pro

Text
Images
Audio
Video

North Mini Code 1.0

Text
Images
Audio
Video

License

Usage and distribution terms

Seed 2.1 Pro is licensed under a proprietary license, while North Mini Code 1.0 uses Apache 2.0.

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

Seed 2.1 Pro

Proprietary

Closed source

North Mini Code 1.0

Apache 2.0

Open weights

Release Timeline

When each model was launched

Seed 2.1 Pro was released on 2026-06-24, while North Mini Code 1.0 was released on 2026-06-09.

Seed 2.1 Pro is 1 month newer than North Mini Code 1.0.

Seed 2.1 Pro

Jun 24, 2026

3 weeks ago

2w newer
North Mini Code 1.0

Jun 9, 2026

1 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

ByteDance
Supports multimodal inputs
Higher SciCode score (59.8% vs 38.2%)
Higher SWE-Bench Pro score (57.5% vs 40.2%)
Cohere
Has open weights

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Seed 2.1 Pro and North Mini Code 1.0 side-by-side, then vote on the output you prefer.

Seed 2.1 Pro
✓ Preferred
North Mini Code 1.0
Open in Playground
AI Model Comparison Table
Feature
ByteDance
Seed 2.1 Pro
Cohere
North Mini Code 1.0

FAQ

Common questions about Seed 2.1 Pro vs North Mini Code 1.0.

Which is better, Seed 2.1 Pro or North Mini Code 1.0?

Seed 2.1 Pro significantly outperforms across most benchmarks. Seed 2.1 Pro is made by ByteDance and North Mini Code 1.0 is made by Cohere. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Seed 2.1 Pro compare to North Mini Code 1.0 in benchmarks?

Seed 2.1 Pro scores CharXiv-D: 95.5%, MathVision: 94.5%, MathVista: 90.7%, MathVerse: 89.7%, Video-MME: 89.2%. 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%.

What are the main differences between Seed 2.1 Pro and North Mini Code 1.0?

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

Who makes Seed 2.1 Pro and North Mini Code 1.0?

Seed 2.1 Pro is developed by ByteDance and North Mini Code 1.0 is developed by Cohere.

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