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Atria Dawn Preview vs Gemma 3 4B

Atria Dawn Preview leads the LLM Stats Score 52.3 to -1.9.

Shanghai AI Laboratory · Google · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to -1.9, 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 and coding — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose Gemma 3 4B

  • you want predictable pricing at $0.02/M input and $0.04/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Gemma 3 4B
Google
Core performance indexes
LLM Stats Score
52.3
#10
-1.9
#337
Reasoning
50.5
#12
-2.9
#334
Coding
36.2
#22
-4.4
#255
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.02 / M
Output price
— / M
$0.04 / M
Context window
—
131,072

Individual benchmarks

12 reported for Atria Dawn Preview · 26 for Gemma 3 4B

No common benchmarks found

Atria Dawn Preview and Gemma 3 4Bdon'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

740.0B diff

Atria Dawn Preview has 740.0B more parameters than Gemma 3 4B, making it 18500.0% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
Google
Gemma 3 4B
4.0Bparameters
744.0B
Atria Dawn Preview
4.0B
Gemma 3 4B

Context Window

Maximum input and output token capacity

Only Gemma 3 4B specifies input context (131,072 tokens). Only Gemma 3 4B specifies output context (131,072 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
Google
Gemma 3 4B
Input131,072 tokens
Output131,072 tokens
Wed Sep 16 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Gemma 3 4B supports multimodal inputs, whereas Atria Dawn Preview does not.

Gemma 3 4B can handle both text and other forms of data like images, making it suitable for multimodal applications.

Atria Dawn Preview

Text
Images
Audio
Video

Gemma 3 4B

Text
Images
Audio
Video

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Gemma 3 4B uses Gemma.

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

Atria Dawn Preview

MIT

Open weights

Gemma 3 4B

Gemma

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Gemma 3 4B was released on 2025-03-12.

Atria Dawn Preview is 18 months newer than Gemma 3 4B.

Atria Dawn Preview

Sep 11, 2026

5 days ago

1.5yr newer
Gemma 3 4B

Mar 12, 2025

1.5 years ago

Knowledge Cutoff

When training data ends

Gemma 3 4B has a documented knowledge cutoff of 2024-08-01, while Atria Dawn Preview's cutoff date is not specified.

We can confirm Gemma 3 4B's training data extends to 2024-08-01, but cannot make a direct comparison without Atria Dawn Preview's cutoff date.

Atria Dawn Preview

—

Gemma 3 4B

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 Gemma 3 4B side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Gemma 3 4B
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Gemma 3 4B.

Which is better, Atria Dawn Preview or Gemma 3 4B?

Atria Dawn Preview leads the LLM Stats Score 52.3 to -1.9. Atria Dawn Preview is made by Shanghai AI Laboratory and Gemma 3 4B 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 Gemma 3 4B in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Gemma 3 4B scores IFEval: 90.2%, GSM8k: 89.2%, DocVQA: 75.8%, MATH: 75.6%, AI2D: 74.8%.

What are the context window sizes for Atria Dawn Preview and Gemma 3 4B?

Atria Dawn Preview supports an unknown number of tokens and Gemma 3 4B supports 131K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Atria Dawn Preview and Gemma 3 4B?

Key differences include LLM Stats Score (52.3 vs -1.9), multimodal support (no vs yes), licensing (MIT vs Gemma). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Gemma 3 4B?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Gemma 3 4B is developed by Google.

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