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Nemotron Labs Dory 1.0 (4B) vs Qwen3 VL 235B A22B Instruct

Nemotron Labs Dory 1.0 (4B) and Qwen3 VL 235B A22B Instruct are closely matched at 22.1 and 24.4 on the LLM Stats Score.

NVIDIA · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Nemotron Labs Dory 1.0 (4B) and Qwen3 VL 235B A22B Instruct are closely matched on the overall LLM Stats Score at 22.1 and 24.4.

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

Choose Nemotron Labs Dory 1.0 (4B)

  • you want the most recent training data — it shipped Oct 2026

Choose Qwen3 VL 235B A22B Instruct

  • you want predictable pricing at $0.20/M input and $0.88/M output

At a glance

The differences that matter most.

Nemotron Labs Dory 1.0 (4B)
NVIDIA
Qwen3 VL 235B A22B Instruct
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
22.1
#202
24.4
#184
Reasoning
19.8
#213
22.3
#193
Agents
-0.7
#198
12.6
#122
Cost, coverage & limits
Benchmark wins
—
—
Input price
— / M
$0.20 / M
Output price
— / M
$0.88 / M
Context window
—
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Nemotron Labs Dory 1.0 (4B)
Qwen3 VL 235B A22B Instruct
Math
12.2#245
23.8#133
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

10 reported for Nemotron Labs Dory 1.0 (4B) · 50 for Qwen3 VL 235B A22B Instruct

No common benchmarks found

Nemotron Labs Dory 1.0 (4B) and Qwen3 VL 235B A22B 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

232.0B diff

Qwen3 VL 235B A22B Instruct has 232.0B more parameters than Nemotron Labs Dory 1.0 (4B), making it 5800.0% larger.

NVIDIA
Nemotron Labs Dory 1.0 (4B)
4.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3 VL 235B A22B Instruct
236.0Bparameters
4.0B
Nemotron Labs Dory 1.0 (4B)
236.0B
Qwen3 VL 235B A22B Instruct

Context Window

Maximum input and output token capacity

Only Qwen3 VL 235B A22B Instruct specifies input context (262,144 tokens). Only Qwen3 VL 235B A22B Instruct specifies output context (262,144 tokens).

NVIDIA
Nemotron Labs Dory 1.0 (4B)
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3 VL 235B A22B Instruct
Input262,144 tokens
Output262,144 tokens
Wed Oct 21 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Qwen3 VL 235B A22B Instruct supports multimodal inputs, whereas Nemotron Labs Dory 1.0 (4B) does not.

Qwen3 VL 235B A22B 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

Qwen3 VL 235B A22B Instruct

Text
Images
Audio
Video

License

Usage and distribution terms

Nemotron Labs Dory 1.0 (4B) is licensed under OpenMDW License v1.1, while Qwen3 VL 235B A22B 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

Qwen3 VL 235B A22B 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 Qwen3 VL 235B A22B Instruct was released on 2025-09-22.

Nemotron Labs Dory 1.0 (4B) is 13 months newer than Qwen3 VL 235B A22B Instruct.

Nemotron Labs Dory 1.0 (4B)

Oct 16, 2026

3 days ago

1.1yr newer
Qwen3 VL 235B A22B Instruct

Sep 22, 2025

1.1 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 Qwen3 VL 235B A22B Instruct side-by-side, then vote on the output you prefer.

Nemotron Labs Dory 1.0 (4B)
✓ Preferred
Qwen3 VL 235B A22B Instruct
Open in Playground

FAQ

Common questions about Nemotron Labs Dory 1.0 (4B) vs Qwen3 VL 235B A22B Instruct.

Which is better, Nemotron Labs Dory 1.0 (4B) or Qwen3 VL 235B A22B Instruct?

Nemotron Labs Dory 1.0 (4B) and Qwen3 VL 235B A22B Instruct are closely matched on the LLM Stats Score at 22.1 and 24.4. Nemotron Labs Dory 1.0 (4B) is made by NVIDIA and Qwen3 VL 235B A22B 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 Qwen3 VL 235B A22B 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%. Qwen3 VL 235B A22B Instruct scores DocVQAtest: 97.1%, ScreenSpot: 95.4%, MMLU-Redux: 92.2%, OCRBench: 92.0%, MMBench-V1.1: 89.9%.

What are the context window sizes for Nemotron Labs Dory 1.0 (4B) and Qwen3 VL 235B A22B Instruct?

Nemotron Labs Dory 1.0 (4B) supports an unknown number of tokens and Qwen3 VL 235B A22B Instruct supports 262K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Nemotron Labs Dory 1.0 (4B) and Qwen3 VL 235B A22B Instruct?

Key differences include LLM Stats Score (22.1 vs 24.4), 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 Qwen3 VL 235B A22B Instruct?

Nemotron Labs Dory 1.0 (4B) is developed by NVIDIA and Qwen3 VL 235B A22B Instruct is developed by Alibaba Cloud / Qwen Team.

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