Model Comparison

North Mini Code 1.0 vs MiniMax M2.7Which is better in 2026?

MiniMax M2.7 significantly outperforms across most benchmarks.

Verdict: North Mini Code 1.0 vs MiniMax M2.7 — which is better?

North Mini Code 1.0 (by Cohere) and MiniMax M2.7 (by MiniMax) 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 MiniMax M2.7 is better at 2 benchmarks (SWE-Bench Pro, Terminal-Bench 2.0). MiniMax M2.7 significantly outperforms across most benchmarks.

Choose North Mini Code 1.0 if…

  • you want the most recent training data — it shipped Jun 2026

Choose MiniMax M2.7 if…

  • you want the strongest raw capability — it leads on 2 of 2 shared benchmarks

Performance Benchmarks

Comparative analysis across standard metrics

2 benchmarks

North Mini Code 1.0 outperforms in 0 benchmarks, while MiniMax M2.7 is better at 2 benchmarks (SWE-Bench Pro, Terminal-Bench 2.0).

MiniMax M2.7 significantly outperforms across most benchmarks.

Fri Jul 17 2026 • llm-stats.com

Arena Performance

Human preference votes

Context Window

Maximum input and output token capacity

Only MiniMax M2.7 specifies input context (196,608 tokens). Only MiniMax M2.7 specifies output context (196,608 tokens).

Cohere
North Mini Code 1.0
Input- tokens
Output- tokens
MiniMax
MiniMax M2.7
Input196,608 tokens
Output196,608 tokens
Fri Jul 17 2026 • llm-stats.com

License

Usage and distribution terms

North Mini Code 1.0 is licensed under Apache 2.0, while MiniMax M2.7 uses MIT.

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

MiniMax M2.7

MIT

Open weights

Release Timeline

When each model was launched

North Mini Code 1.0 was released on 2026-06-09, while MiniMax M2.7 was released on 2026-03-18.

North Mini Code 1.0 is 3 months newer than MiniMax M2.7.

North Mini Code 1.0

Jun 9, 2026

1 months ago

2mo newer
MiniMax M2.7

Mar 18, 2026

4 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

No standout differentiators in the data we have for this pair.

MiniMax
Larger context window (196,608 tokens)
Higher SWE-Bench Pro score (56.2% vs 40.2%)
Higher Terminal-Bench 2.0 score (57.0% vs 36.0%)

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against North Mini Code 1.0 and MiniMax M2.7 side-by-side, then vote on the output you prefer.

North Mini Code 1.0
✓ Preferred
MiniMax M2.7
Open in Playground
AI Model Comparison Table
Feature
Cohere
North Mini Code 1.0
MiniMax
MiniMax M2.7

FAQ

Common questions about North Mini Code 1.0 vs MiniMax M2.7.

Which is better, North Mini Code 1.0 or MiniMax M2.7?

MiniMax M2.7 significantly outperforms across most benchmarks. North Mini Code 1.0 is made by Cohere and MiniMax M2.7 is made by MiniMax. 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 MiniMax M2.7 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%. MiniMax M2.7 scores SWE-bench Multilingual: 76.5%, MLE-Bench Lite: 66.6%, MM-ClawBench: 62.7%, Terminal-Bench 2.0: 57.0%, SWE-Bench Pro: 56.2%.

What are the context window sizes for North Mini Code 1.0 and MiniMax M2.7?

North Mini Code 1.0 supports an unknown number of tokens and MiniMax M2.7 supports 197K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between North Mini Code 1.0 and MiniMax M2.7?

Key differences include licensing (Apache 2.0 vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes North Mini Code 1.0 and MiniMax M2.7?

North Mini Code 1.0 is developed by Cohere and MiniMax M2.7 is developed by MiniMax.

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