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Atria Dawn Preview vs Llama 3.1 Nemotron 70B Instruct

Atria Dawn Preview leads the LLM Stats Score 52.3 to 0.4.

Shanghai AI Laboratory · NVIDIA · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 0.4, 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 Llama 3.1 Nemotron 70B Instruct

  • you are already invested in the NVIDIA ecosystem

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
Llama 3.1 Nemotron 70B Instruct
NVIDIA
Core performance indexes
LLM Stats Score
52.3
#10
0.4
#324
Reasoning
50.5
#12
0.1
#317
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Individual benchmarks

12 reported for Atria Dawn Preview · 11 for Llama 3.1 Nemotron 70B Instruct

No common benchmarks found

Atria Dawn Preview and Llama 3.1 Nemotron 70B 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

674.0B diff

Atria Dawn Preview has 674.0B more parameters than Llama 3.1 Nemotron 70B Instruct, making it 962.9% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
NVIDIA
Llama 3.1 Nemotron 70B Instruct
70.0Bparameters
744.0B
Atria Dawn Preview
70.0B
Llama 3.1 Nemotron 70B Instruct

License

Usage and distribution terms

Atria Dawn Preview is licensed under MIT, while Llama 3.1 Nemotron 70B Instruct uses Llama 3.1 Community License.

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

Atria Dawn Preview

MIT

Open weights

Llama 3.1 Nemotron 70B Instruct

Llama 3.1 Community License

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while Llama 3.1 Nemotron 70B Instruct was released on 2024-10-01.

Atria Dawn Preview is 24 months newer than Llama 3.1 Nemotron 70B Instruct.

Atria Dawn Preview

Sep 11, 2026

4 days ago

1.9yr newer
Llama 3.1 Nemotron 70B Instruct

Oct 1, 2024

2.0 years ago

Knowledge Cutoff

When training data ends

Llama 3.1 Nemotron 70B Instruct has a documented knowledge cutoff of 2023-12-01, while Atria Dawn Preview's cutoff date is not specified.

We can confirm Llama 3.1 Nemotron 70B Instruct's training data extends to 2023-12-01, but cannot make a direct comparison without Atria Dawn Preview's cutoff date.

Atria Dawn Preview

—

Llama 3.1 Nemotron 70B Instruct

Dec 2023

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Judge for yourself.

Run your own prompts against Atria Dawn Preview and Llama 3.1 Nemotron 70B Instruct side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
Llama 3.1 Nemotron 70B Instruct
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs Llama 3.1 Nemotron 70B Instruct.

Which is better, Atria Dawn Preview or Llama 3.1 Nemotron 70B Instruct?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 0.4. Atria Dawn Preview is made by Shanghai AI Laboratory and Llama 3.1 Nemotron 70B Instruct is made by NVIDIA. 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 Llama 3.1 Nemotron 70B Instruct in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. Llama 3.1 Nemotron 70B Instruct scores GSM8k: 91.4%, HellaSwag: 85.6%, Winogrande: 84.5%, GSM8K Chat: 81.9%, MMLU Chat: 80.6%.

What are the main differences between Atria Dawn Preview and Llama 3.1 Nemotron 70B Instruct?

Key differences include LLM Stats Score (52.3 vs 0.4), licensing (MIT vs Llama 3.1 Community License). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and Llama 3.1 Nemotron 70B Instruct?

Atria Dawn Preview is developed by Shanghai AI Laboratory and Llama 3.1 Nemotron 70B Instruct is developed by NVIDIA.

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