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Nemotron Labs Dory 1.0 (4B) vs Qwen3.5-122B-A10B

Qwen3.5-122B-A10B leads the LLM Stats Score 34.7 to 21.8.

NVIDIA · Alibaba Cloud / Qwen Team · Updated for 2026

Which is better?

Qwen3.5-122B-A10B leads the overall LLM Stats Score 34.7 to 21.8, ranking #111 overall.

In the 5 individual benchmarks reported for both models, Qwen3.5-122B-A10B wins 3; 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)

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

Choose Qwen3.5-122B-A10B

  • overall performance matters — it scores 34.7 and ranks #111 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 3 of 5 exact shared results

At a glance

The differences that matter most.

Nemotron Labs Dory 1.0 (4B)
NVIDIA
Qwen3.5-122B-A10B
Alibaba Cloud / Qwen Team
Core performance indexes
LLM Stats Score
21.8
#203
34.7
#111
Reasoning
19.6
#216
35.1
#101
Coding
2.8
#244
20.2
#116
Agents
-1.8
#203
15.4
#106
Cost, coverage & limits
Benchmark wins
2 of 5
3 of 5
Input price
— / M
$0.29 / M
Output price
— / M
$2.40 / M
Context window
—
262,144

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Nemotron Labs Dory 1.0 (4B)
Qwen3.5-122B-A10B
Math
12.1#246
36.1#41
Tool use
-2.2#206
11.9#126
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

10 reported for Nemotron Labs Dory 1.0 (4B) · 81 for Qwen3.5-122B-A10B

5 shared

Nemotron Labs Dory 1.0 (4B) outperforms in 2 benchmarks (AA-LCR, IFBench), while Qwen3.5-122B-A10B is better at 3 benchmarks (GPQA, Humanity's Last Exam, SWE-Bench Verified).

Qwen3.5-122B-A10B has a slight edge in benchmark performance.

Mon Oct 26 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Model Size

Parameter count comparison

118.0B diff

Qwen3.5-122B-A10B has 118.0B more parameters than Nemotron Labs Dory 1.0 (4B), making it 2950.0% larger.

NVIDIA
Nemotron Labs Dory 1.0 (4B)
4.0Bparameters
Alibaba Cloud / Qwen Team
Qwen3.5-122B-A10B
122.0Bparameters
4.0B
Nemotron Labs Dory 1.0 (4B)
122.0B
Qwen3.5-122B-A10B

Context Window

Maximum input and output token capacity

Only Qwen3.5-122B-A10B specifies input context (262,144 tokens). Only Qwen3.5-122B-A10B specifies output context (262,144 tokens).

NVIDIA
Nemotron Labs Dory 1.0 (4B)
Input- tokens
Output- tokens
Alibaba Cloud / Qwen Team
Qwen3.5-122B-A10B
Input262,144 tokens
Output262,144 tokens
Mon Oct 26 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Qwen3.5-122B-A10B supports multimodal inputs, whereas Nemotron Labs Dory 1.0 (4B) does not.

Qwen3.5-122B-A10B 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

Qwen3.5-122B-A10B

Text
Images
Audio
Video

License

Usage and distribution terms

Nemotron Labs Dory 1.0 (4B) is licensed under OpenMDW License v1.1, while Qwen3.5-122B-A10B 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

Qwen3.5-122B-A10B

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 Qwen3.5-122B-A10B was released on 2026-02-24.

Nemotron Labs Dory 1.0 (4B) is 8 months newer than Qwen3.5-122B-A10B.

Nemotron Labs Dory 1.0 (4B)

Oct 16, 2026

1 weeks ago

7mo newer
Qwen3.5-122B-A10B

Feb 24, 2026

8 months 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 Qwen3.5-122B-A10B side-by-side, then vote on the output you prefer.

Nemotron Labs Dory 1.0 (4B)
✓ Preferred
Qwen3.5-122B-A10B
Open in Playground

FAQ

Common questions about Nemotron Labs Dory 1.0 (4B) vs Qwen3.5-122B-A10B.

Which is better, Nemotron Labs Dory 1.0 (4B) or Qwen3.5-122B-A10B?

Qwen3.5-122B-A10B leads the LLM Stats Score 34.7 to 21.8. Nemotron Labs Dory 1.0 (4B) is made by NVIDIA and Qwen3.5-122B-A10B 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 Qwen3.5-122B-A10B 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%. Qwen3.5-122B-A10B scores CountBench: 97.0%, VLMsAreBlind: 96.7%, MMLU-Redux: 94.0%, IFEval: 93.4%, AI2D: 93.3%.

What are the context window sizes for Nemotron Labs Dory 1.0 (4B) and Qwen3.5-122B-A10B?

Nemotron Labs Dory 1.0 (4B) supports an unknown number of tokens and Qwen3.5-122B-A10B 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 Qwen3.5-122B-A10B?

Key differences include LLM Stats Score (21.8 vs 34.7), 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 Qwen3.5-122B-A10B?

Nemotron Labs Dory 1.0 (4B) is developed by NVIDIA and Qwen3.5-122B-A10B is developed by Alibaba Cloud / Qwen Team.

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