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Nemotron Labs Dory 1.0 (4B) vs Qwen2.5 VL 7B Instruct

Nemotron Labs Dory 1.0 (4B) leads the LLM Stats Score 22.1 to 6.2.

NVIDIA · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Nemotron Labs Dory 1.0 (4B) leads the overall LLM Stats Score 22.1 to 6.2, ranking #202 overall.

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 22.1 and ranks #202 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you want the most recent training data — it shipped Oct 2026

Choose Qwen2.5 VL 7B Instruct

  • 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
Qwen2.5 VL 7B Instruct
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
22.1
#202
6.2
#316
Reasoning
19.8
#213
2.7
#326
Agents
-0.7
#198
-3.2
#203
Cost, coverage & limits
Benchmark wins
—
—
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)
Qwen2.5 VL 7B Instruct
Math
12.2#245
3.2#300
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

10 reported for Nemotron Labs Dory 1.0 (4B) · 32 for Qwen2.5 VL 7B Instruct

No common benchmarks found

Nemotron Labs Dory 1.0 (4B) and Qwen2.5 VL 7B 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

4.3B diff

Qwen2.5 VL 7B Instruct has 4.3B more parameters than Nemotron Labs Dory 1.0 (4B), making it 107.3% larger.

NVIDIA
Nemotron Labs Dory 1.0 (4B)
4.0Bparameters
Alibaba Cloud / Qwen Team
Qwen2.5 VL 7B Instruct
8.3Bparameters
4.0B
Nemotron Labs Dory 1.0 (4B)
8.3B
Qwen2.5 VL 7B Instruct

Input capabilities

Documented input modalities across available providers

Qwen2.5 VL 7B Instruct supports multimodal inputs, whereas Nemotron Labs Dory 1.0 (4B) does not.

Qwen2.5 VL 7B Instruct can handle both text and other forms of data like images, making it suitable for multimodal applications.

Nemotron Labs Dory 1.0 (4B)

Text
Images
Audio
Video

Qwen2.5 VL 7B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Nemotron Labs Dory 1.0 (4B) is licensed under OpenMDW License v1.1, while Qwen2.5 VL 7B Instruct 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

Qwen2.5 VL 7B Instruct

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 Qwen2.5 VL 7B Instruct was released on 2025-01-26.

Nemotron Labs Dory 1.0 (4B) is 21 months newer than Qwen2.5 VL 7B Instruct.

Nemotron Labs Dory 1.0 (4B)

Oct 16, 2026

4 days ago

1.7yr newer
Qwen2.5 VL 7B Instruct

Jan 26, 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?

Judge for yourself.

Run your own prompts against Nemotron Labs Dory 1.0 (4B) and Qwen2.5 VL 7B Instruct side-by-side, then vote on the output you prefer.

Nemotron Labs Dory 1.0 (4B)
✓ Preferred
Qwen2.5 VL 7B Instruct
Open in Playground

FAQ

Common questions about Nemotron Labs Dory 1.0 (4B) vs Qwen2.5 VL 7B Instruct.

Which is better, Nemotron Labs Dory 1.0 (4B) or Qwen2.5 VL 7B Instruct?

Nemotron Labs Dory 1.0 (4B) leads the LLM Stats Score 22.1 to 6.2. Nemotron Labs Dory 1.0 (4B) is made by NVIDIA and Qwen2.5 VL 7B Instruct 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 Qwen2.5 VL 7B Instruct 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%. Qwen2.5 VL 7B Instruct scores DocVQA: 95.7%, Android Control Low_EM: 91.4%, MobileMiniWob++_SR: 91.4%, ChartQA: 87.3%, OCRBench: 86.4%.

What are the main differences between Nemotron Labs Dory 1.0 (4B) and Qwen2.5 VL 7B Instruct?

Key differences include LLM Stats Score (22.1 vs 6.2), multimodal support (no vs yes), 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 Qwen2.5 VL 7B Instruct?

Nemotron Labs Dory 1.0 (4B) is developed by NVIDIA and Qwen2.5 VL 7B Instruct is developed by Alibaba Cloud / Qwen Team.

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