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Atria Dawn Preview vs DeepSeek R1 Distill Qwen 32B

Atria Dawn Preview leads the LLM Stats Score 52.3 to 13.1.

Shanghai AI Laboratory · DeepSeek · Updated for 2026

Which is better?

Atria Dawn Preview leads the overall LLM Stats Score 52.3 to 13.1, 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 and coding — it leads those capability indexes
  • you want the most recent training data — it shipped Sep 2026

Choose DeepSeek R1 Distill Qwen 32B

  • you want predictable pricing at $0.12/M input and $0.18/M output

At a glance

The differences that matter most.

Atria Dawn Preview
Shanghai AI Laboratory
DeepSeek R1 Distill Qwen 32B
DeepSeek
Core performance indexes
LLM Stats Score
52.3
#10
13.1
#248
Reasoning
50.5
#12
13.3
#237
Coding
36.2
#22
8.1
#182
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.12 / M
Output price
— / M
$0.18 / M
Context window
—
128,000

Individual benchmarks

12 reported for Atria Dawn Preview · 4 for DeepSeek R1 Distill Qwen 32B

No common benchmarks found

Atria Dawn Preview and DeepSeek R1 Distill Qwen 32Bdon'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

711.2B diff

Atria Dawn Preview has 711.2B more parameters than DeepSeek R1 Distill Qwen 32B, making it 2168.3% larger.

Shanghai AI Laboratory
Atria Dawn Preview
744.0Bparameters
DeepSeek
DeepSeek R1 Distill Qwen 32B
32.8Bparameters
744.0B
Atria Dawn Preview
32.8B
DeepSeek R1 Distill Qwen 32B

Context Window

Maximum input and output token capacity

Only DeepSeek R1 Distill Qwen 32B specifies input context (128,000 tokens). Only DeepSeek R1 Distill Qwen 32B specifies output context (128,000 tokens).

Shanghai AI Laboratory
Atria Dawn Preview
Input- tokens
Output- tokens
DeepSeek
DeepSeek R1 Distill Qwen 32B
Input128,000 tokens
Output128,000 tokens
Tue Sep 15 2026 • llm-stats.com

License

Usage and distribution terms

Both models are licensed under MIT.

Both models share the same licensing terms, providing consistent usage rights.

Atria Dawn Preview

MIT

Open weights

DeepSeek R1 Distill Qwen 32B

MIT

Open weights

Release Timeline

When each model was launched

Atria Dawn Preview was released on 2026-09-11, while DeepSeek R1 Distill Qwen 32B was released on 2025-01-20.

Atria Dawn Preview is 20 months newer than DeepSeek R1 Distill Qwen 32B.

Atria Dawn Preview

Sep 11, 2026

4 days ago

1.6yr newer
DeepSeek R1 Distill Qwen 32B

Jan 20, 2025

1.7 years 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 DeepSeek R1 Distill Qwen 32B side-by-side, then vote on the output you prefer.

Atria Dawn Preview
✓ Preferred
DeepSeek R1 Distill Qwen 32B
Open in Playground

FAQ

Common questions about Atria Dawn Preview vs DeepSeek R1 Distill Qwen 32B.

Which is better, Atria Dawn Preview or DeepSeek R1 Distill Qwen 32B?

Atria Dawn Preview leads the LLM Stats Score 52.3 to 13.1. Atria Dawn Preview is made by Shanghai AI Laboratory and DeepSeek R1 Distill Qwen 32B is made by DeepSeek. 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 DeepSeek R1 Distill Qwen 32B in benchmarks?

Atria Dawn Preview scores DeepSearchQA: 96.0%, BrowseComp: 92.5%, CyberGym: 86.5%, MLE-Bench Lite: 86.2%, WideSearch: 81.9%. DeepSeek R1 Distill Qwen 32B scores MATH-500: 94.3%, AIME 2024: 83.3%, GPQA: 62.1%, LiveCodeBench: 57.2%.

What are the context window sizes for Atria Dawn Preview and DeepSeek R1 Distill Qwen 32B?

Atria Dawn Preview supports an unknown number of tokens and DeepSeek R1 Distill Qwen 32B supports 128K 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 DeepSeek R1 Distill Qwen 32B?

Key differences include LLM Stats Score (52.3 vs 13.1). See the full comparison above for benchmark-by-benchmark results.

Who makes Atria Dawn Preview and DeepSeek R1 Distill Qwen 32B?

Atria Dawn Preview is developed by Shanghai AI Laboratory and DeepSeek R1 Distill Qwen 32B is developed by DeepSeek.

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