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Atria Dawn Preview vs North Micro Vision Instruct

Atria Dawn Preview leads the LLM Stats Score 52.3 to -5.1.

Shanghai AI Laboratory · Cohere · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to -5.1, ranking #10 overall.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Atria Dawn Preview

  • overall performance matters — it scores 52.3 and ranks #10 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose North Micro Vision Instruct

  • you are already invested in the Cohere ecosystem

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
North Micro Vision Instruct
Cohere
Core performance indexes
LLM Stats Score
52.3
#10
-5.1
#355
Reasoning
50.5
#12
-7.8
#355
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

12 reported for Atria Dawn Preview · 19 for North Micro Vision Instruct

No common benchmarks found

Atria Dawn Preview and North Micro Vision Instructdon'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

Model Size

Parameter count comparison

741.6B diff

Atria Dawn Preview has 741.6B more parameters than North Micro Vision Instruct, making it 30900.0% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Cohere
North Micro Vision Instruct
2.4Bparameters
744.0B
Atria Dawn Preview
2.4B
North Micro Vision Instruct

Input capabilities

Documented input modalities across available providers

North Micro Vision Instruct supports multimodal inputs, whereas Atria Dawn Preview does not.

North Micro Vision Instruct can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

North Micro Vision Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while North Micro Vision Instruct uses Apache 2.0.

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

Atria Dawn Preview

MIT

Open weights

North Micro Vision Instruct

Apache 2.0

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while North Micro Vision Instruct was released on 2026-08-12.

Atria Dawn Preview is 1 month newer than North Micro Vision Instruct.

Atria Dawn Preview

Sep 11, 2026

5 days ago

1mo newer
North Micro Vision Instruct

Aug 12, 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→

Judge for yourself.

Run your own prompts against Atria Dawn Preview and North Micro Vision Instruct side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
North Micro Vision Instruct
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs North Micro Vision Instruct.

Which is better, Atria Dawn Preview or North Micro Vision Instruct?

Atria Dawn Preview leads the LLM Stats Score 52.3 to -5.1. Atria Dawn Preview is made by Shanghai AI Laboratory and North Micro Vision Instruct is made by Cohere. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Atria Dawn Preview compare to North Micro Vision Instruct in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. North Micro Vision Instruct scores DocVQA: 92.1%, ChartQA: 80.8%, OCRBench: 79.2%, AI2D: 77.5%, IFEval: 74.9%.

What are the main differences between Atria Dawn Preview and North Micro Vision Instruct?

Key differences include LLM Stats Score (52.3 vs -5.1), multimodal support (no vs yes), licensing (MIT vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and North Micro Vision Instruct?

Atria Dawn Preview is developed by Shanghai AI Laboratory and North Micro Vision Instruct is developed by Cohere.

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