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Atria Dawn Preview vs Gemini 2.0 Flash Thinking

Atria Dawn Preview leads the LLM Stats Score 52.3 to 16.7.

Shanghai AI Laboratory · Google · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 16.7, 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
  • you need open weights you can self-host or fine-tune

Choose Gemini 2.0 Flash Thinking

  • you are already invested in the Google ecosystem

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Gemini 2.0 Flash Thinking
Google
Core performance indexes
LLM Stats Score
52.3
#10
16.7
#219
Reasoning
50.5
#12
17.0
#212
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

12 reported for Atria Dawn Preview · 3 for Gemini 2.0 Flash Thinking

No common benchmarks found

Atria Dawn Preview and Gemini 2.0 Flash Thinkingdon'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

Input capabilities

Documented input modalities across available providers

Gemini 2.0 Flash Thinking supports multimodal inputs, whereas Atria Dawn Preview does not.

Gemini 2.0 Flash Thinking can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

Gemini 2.0 Flash Thinking

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Gemini 2.0 Flash Thinking uses a proprietary license.

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

Atria Dawn Preview

MIT

Open weights

Gemini 2.0 Flash Thinking

Proprietary

Closed source

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Gemini 2.0 Flash Thinking was released on 2025-01-21.

Atria Dawn Preview is 20 months newer than Gemini 2.0 Flash Thinking.

Atria Dawn Preview

Sep 11, 2026

4 days ago

1.6yr newer
Gemini 2.0 Flash Thinking

Jan 21, 2025

1.6 years ago

Knowledge Cutoff

When training data ends

Gemini 2.0 Flash Thinking has a documented knowledge cutoff of 2024-08-01, while Atria Dawn Preview's cutoff date is not specified.

We can confirm Gemini 2.0 Flash Thinking's training data extends to 2024-08-01, but cannot make a direct comparison without Atria Dawn Preview's cutoff date.

Atria Dawn Preview

—

Gemini 2.0 Flash Thinking

Aug 2024

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Atria Dawn Preview and Gemini 2.0 Flash Thinking side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Gemini 2.0 Flash Thinking
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Gemini 2.0 Flash Thinking.

Which is better, Atria Dawn Preview or Gemini 2.0 Flash Thinking?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 16.7. Atria Dawn Preview is made by Shanghai AI Laboratory and Gemini 2.0 Flash Thinking is made by Google. 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 Gemini 2.0 Flash Thinking in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Gemini 2.0 Flash Thinking scores MMMU: 75.4%, GPQA: 74.2%, AIME 2024: 73.3%.

What are the main differences between Atria Dawn Preview and Gemini 2.0 Flash Thinking?

Key differences include LLM Stats Score (52.3 vs 16.7), multimodal support (no vs yes), licensing (MIT vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Gemini 2.0 Flash Thinking?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Gemini 2.0 Flash Thinking is developed by Google.

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