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Gemini 2.5 Pro Preview 06-05 vs Nemotron Labs Dory 1.0 (4B)

Gemini 2.5 Pro Preview 06-05 leads the LLM Stats Score 29.7 to 22.1.

Google · NVIDIA · Updated for 2026

Which is better?

Gemini 2.5 Pro Preview 06-05 leads the overall LLM Stats Score 29.7 to 22.1, ranking #146 overall.

In the 3 individual benchmarks reported for both models, Gemini 2.5 Pro Preview 06-05 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 Gemini 2.5 Pro Preview 06-05

  • overall performance matters — it scores 29.7 and ranks #146 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 3 of 3 exact shared results

Choose Nemotron Labs Dory 1.0 (4B)

  • you want the most recent training data — it shipped Oct 2026
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Gemini 2.5 Pro Preview 06-05
Google
Nemotron Labs Dory 1.0 (4B)
NVIDIA
Core performance indexes
LLM Stats Score
29.7
#146
22.1
#202
Reasoning
28.1
#152
19.8
#213
Coding
16.6
#144
2.9
#242
Cost, coverage & limits
Benchmark wins
3 of 3
0 of 3
Input price
$1.25 / M
— / M
Output price
$10.00 / M
— / M
Context window
1,048,576
—

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Gemini 2.5 Pro Preview 06-05
Nemotron Labs Dory 1.0 (4B)
Math
21.7#152
12.2#245
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

13 reported for Gemini 2.5 Pro Preview 06-05 · 10 for Nemotron Labs Dory 1.0 (4B)

3 shared

Gemini 2.5 Pro Preview 06-05 outperforms in 3 benchmarks (GPQA, Humanity's Last Exam, SWE-Bench Verified), while Nemotron Labs Dory 1.0 (4B) is better at 0 benchmarks.

Gemini 2.5 Pro Preview 06-05 significantly outperforms across most benchmarks.

Mon Oct 19 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Only Gemini 2.5 Pro Preview 06-05 specifies input context (1,048,576 tokens). Only Gemini 2.5 Pro Preview 06-05 specifies output context (65,535 tokens).

Google
Gemini 2.5 Pro Preview 06-05
Input1,048,576 tokens
Output65,535 tokens
NVIDIA
Nemotron Labs Dory 1.0 (4B)
Input- tokens
Output- tokens
Mon Oct 19 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Gemini 2.5 Pro Preview 06-05 supports multimodal inputs, whereas Nemotron Labs Dory 1.0 (4B) does not.

Gemini 2.5 Pro Preview 06-05 can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 2.5 Pro Preview 06-05

Text
Images
Audio
Video

Nemotron Labs Dory 1.0 (4B)

Text
Images
Audio
Video

License

Usage and distribution terms

Gemini 2.5 Pro Preview 06-05 is licensed under a proprietary license, while Nemotron Labs Dory 1.0 (4B) uses OpenMDW License v1.1.

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

Gemini 2.5 Pro Preview 06-05

Proprietary

Closed source

Nemotron Labs Dory 1.0 (4B)

OpenMDW License v1.1

Open weights

Release Timeline

When each model was launched

Gemini 2.5 Pro Preview 06-05 was released on 2025-06-05, while Nemotron Labs Dory 1.0 (4B) was released on 2026-10-16.

Nemotron Labs Dory 1.0 (4B) is 17 months newer than Gemini 2.5 Pro Preview 06-05.

Gemini 2.5 Pro Preview 06-05

Jun 5, 2025

1.4 years ago

Nemotron Labs Dory 1.0 (4B)

Oct 16, 2026

3 days ago

1.4yr newer

Knowledge Cutoff

When training data ends

Gemini 2.5 Pro Preview 06-05 has a documented knowledge cutoff of 2025-01-31, while Nemotron Labs Dory 1.0 (4B)'s cutoff date is not specified.

We can confirm Gemini 2.5 Pro Preview 06-05's training data extends to 2025-01-31, but cannot make a direct comparison without Nemotron Labs Dory 1.0 (4B)'s cutoff date.

Gemini 2.5 Pro Preview 06-05

Jan 2025

Nemotron Labs Dory 1.0 (4B)

—

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Gemini 2.5 Pro Preview 06-05 and Nemotron Labs Dory 1.0 (4B) side-by-side, then vote on the output you prefer.

Gemini 2.5 Pro Preview 06-05
✓ Preferred
Nemotron Labs Dory 1.0 (4B)
Open in Playground

FAQ

Common questions about Gemini 2.5 Pro Preview 06-05 vs Nemotron Labs Dory 1.0 (4B).

Which is better, Gemini 2.5 Pro Preview 06-05 or Nemotron Labs Dory 1.0 (4B)?

Gemini 2.5 Pro Preview 06-05 leads the LLM Stats Score 29.7 to 22.1. Gemini 2.5 Pro Preview 06-05 is made by Google and Nemotron Labs Dory 1.0 (4B) is made by NVIDIA. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemini 2.5 Pro Preview 06-05 compare to Nemotron Labs Dory 1.0 (4B) in benchmarks?

Gemini 2.5 Pro Preview 06-05 scores Global-MMLU-Lite: 89.2%, AIME 2025: 88.0%, FACTS Grounding: 87.8%, GPQA: 86.4%, VideoMMMU: 83.6%. 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%.

What are the context window sizes for Gemini 2.5 Pro Preview 06-05 and Nemotron Labs Dory 1.0 (4B)?

Gemini 2.5 Pro Preview 06-05 supports 1.0M tokens and Nemotron Labs Dory 1.0 (4B) supports an unknown number of tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 2.5 Pro Preview 06-05 and Nemotron Labs Dory 1.0 (4B)?

Key differences include LLM Stats Score (29.7 vs 22.1), multimodal support (yes vs no), licensing (Proprietary vs OpenMDW License v1.1). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 2.5 Pro Preview 06-05 and Nemotron Labs Dory 1.0 (4B)?

Gemini 2.5 Pro Preview 06-05 is developed by Google and Nemotron Labs Dory 1.0 (4B) is developed by NVIDIA.

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