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Nemotron Labs Dory 1.0 (4B) vs QwQ-32B

Nemotron Labs Dory 1.0 (4B) leads the LLM Stats Score 21.8 to 14.3.

NVIDIA · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Nemotron Labs Dory 1.0 (4B) leads the overall LLM Stats Score 21.8 to 14.3, ranking #203 overall.

In the 1 individual benchmarks reported for both models, Nemotron Labs Dory 1.0 (4B) wins 1; this is a narrower head-to-head signal than the composite indexes.

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

Choose Nemotron Labs Dory 1.0 (4B)

  • overall performance matters — it scores 21.8 and ranks #203 on LLM Stats
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped Oct 2026

Choose QwQ-32B

  • you are already invested in the Alibaba Cloud / Qwen Team ecosystem

At a glance

The differences that matter most.

Nemotron Labs Dory 1.0 (4B)
NVIDIA
QwQ-32B
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
21.8
#203
14.3
#258
Reasoning
19.6
#216
15.1
#248
Coding
2.8
#244
10.1
#187
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
— / M
— / M
Output price
— / M
— / M
Context window
—
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Nemotron Labs Dory 1.0 (4B)
QwQ-32B
Math
12.1#246
18.1#197
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

10 reported for Nemotron Labs Dory 1.0 (4B) · 7 for QwQ-32B

1 shared

Nemotron Labs Dory 1.0 (4B) outperforms in 1 benchmarks (GPQA), while QwQ-32B is better at 0 benchmarks.

Nemotron Labs Dory 1.0 (4B) significantly outperforms across most benchmarks.

Fri Oct 23 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

28.5B diff

QwQ-32B has 28.5B more parameters than Nemotron Labs Dory 1.0 (4B), making it 712.5% larger.

NVIDIA
Nemotron Labs Dory 1.0 (4B)
4.0Bparameters
Alibaba Cloud / Qwen Team
QwQ-32B
32.5Bparameters
4.0B
Nemotron Labs Dory 1.0 (4B)
32.5B
QwQ-32B

License

Usage and distribution terms

Nemotron Labs Dory 1.0 (4B) is licensed under OpenMDW License v1.1, while QwQ-32B uses Apache 2.0.

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

Nemotron Labs Dory 1.0 (4B)

OpenMDW License v1.1

Open weights

QwQ-32B

Apache 2.0

Open weights

Release Timeline

When each model was launched

Nemotron Labs Dory 1.0 (4B) was released on 2026-10-16, while QwQ-32B was released on 2025-03-05.

Nemotron Labs Dory 1.0 (4B) is 20 months newer than QwQ-32B.

Nemotron Labs Dory 1.0 (4B)

Oct 16, 2026

3 days ago

1.6yr newer
QwQ-32B

Mar 5, 2025

1.6 years ago

Knowledge Cutoff

When training data ends

QwQ-32B has a documented knowledge cutoff of 2024-11-28, while Nemotron Labs Dory 1.0 (4B)'s cutoff date is not specified.

We can confirm QwQ-32B's training data extends to 2024-11-28, but cannot make a direct comparison without Nemotron Labs Dory 1.0 (4B)'s cutoff date.

Nemotron Labs Dory 1.0 (4B)

—

QwQ-32B

Nov 2024

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Nemotron Labs Dory 1.0 (4B) and QwQ-32B side-by-side, then vote on the output you prefer.

Nemotron Labs Dory 1.0 (4B)
✓ Preferred
QwQ-32B
Open in Playground

FAQ

Common questions about Nemotron Labs Dory 1.0 (4B) vs QwQ-32B.

Which is better, Nemotron Labs Dory 1.0 (4B) or QwQ-32B?

Nemotron Labs Dory 1.0 (4B) leads the LLM Stats Score 21.8 to 14.3. Nemotron Labs Dory 1.0 (4B) is made by NVIDIA and QwQ-32B is made by Alibaba Cloud / Qwen Team. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Nemotron Labs Dory 1.0 (4B) compare to QwQ-32B in benchmarks?

Nemotron Labs Dory 1.0 (4B) scores IFBench: 77.9%, GPQA: 72.4%, AA-LCR: 71.0%, SWE-Bench Verified: 59.5%, SciCode: 34.9%. QwQ-32B scores MATH-500: 90.6%, IFEval: 83.9%, AIME 2024: 79.5%, LiveBench: 73.1%, BFCL: 66.4%.

What are the main differences between Nemotron Labs Dory 1.0 (4B) and QwQ-32B?

Key differences include LLM Stats Score (21.8 vs 14.3), licensing (OpenMDW License v1.1 vs Apache 2.0). See the full comparison above for benchmark-by-benchmark results.

Who makes Nemotron Labs Dory 1.0 (4B) and QwQ-32B?

Nemotron Labs Dory 1.0 (4B) is developed by NVIDIA and QwQ-32B is developed by Alibaba Cloud / Qwen Team.

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