Model Comparison

DeepSeek VL2 vs MedGemma 4B ITWhich is better in 2026?

Comparing DeepSeek VL2 and MedGemma 4B IT across benchmarks, pricing, and capabilities.

Verdict: DeepSeek VL2 vs MedGemma 4B IT — which is better?

DeepSeek VL2 (by DeepSeek) and MedGemma 4B IT (by Google) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

Choose DeepSeek VL2 if…

  • you are already invested in the DeepSeek ecosystem

Choose MedGemma 4B IT if…

  • you want the most recent training data — it shipped May 2025
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Performance Benchmarks

Comparative analysis across standard metrics

No common benchmarks found

DeepSeek VL2 and MedGemma 4B IT don't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Arena Performance

Human preference votes

Model Size

Parameter count comparison

22.7B diff

DeepSeek VL2 has 22.7B more parameters than MedGemma 4B IT, making it 527.9% larger.

DeepSeek
DeepSeek VL2
27.0Bparameters
Google
MedGemma 4B IT
4.3Bparameters
27.0B
DeepSeek VL2
4.3B
MedGemma 4B IT

Context Window

Maximum input and output token capacity

Only DeepSeek VL2 specifies input context (129,280 tokens). Only DeepSeek VL2 specifies output context (129,280 tokens).

DeepSeek
DeepSeek VL2
Input129,280 tokens
Output129,280 tokens
Google
MedGemma 4B IT
Input- tokens
Output- tokens
Tue Jun 09 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both DeepSeek VL2 and MedGemma 4B IT support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

DeepSeek VL2

Text
Images
Audio
Video

MedGemma 4B IT

Text
Images
Audio
Video

License

Usage and distribution terms

DeepSeek VL2 is licensed under deepseek, while MedGemma 4B IT uses Health AI Developer Foundations terms of use.

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

DeepSeek VL2

deepseek

Open weights

MedGemma 4B IT

Health AI Developer Foundations terms of use

Open weights

Release Timeline

When each model was launched

DeepSeek VL2 was released on 2024-12-13, while MedGemma 4B IT was released on 2025-05-20.

MedGemma 4B IT is 5 months newer than DeepSeek VL2.

DeepSeek VL2

Dec 13, 2024

1.5 years ago

MedGemma 4B IT

May 20, 2025

1.1 years ago

5mo newer

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

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Key Takeaways

DeepSeek
Larger context window (129,280 tokens)
Google

No standout differentiators in the data we have for this pair.

Detailed Comparison

AI Model Comparison Table
Feature
DeepSeek
DeepSeek VL2
Google
MedGemma 4B IT

FAQ

Common questions about DeepSeek VL2 vs MedGemma 4B IT.

Which is better, DeepSeek VL2 or MedGemma 4B IT?

DeepSeek VL2 (DeepSeek) and MedGemma 4B IT (Google) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does DeepSeek VL2 compare to MedGemma 4B IT in benchmarks?

DeepSeek VL2 scores DocVQA: 93.3%, ChartQA: 86.0%, TextVQA: 84.2%, AI2D: 81.4%, OCRBench: 81.1%. MedGemma 4B IT scores MIMIC CXR: 88.9%, DermMCQA: 71.8%, PathMCQA: 69.8%, SlakeVQA: 62.3%, VQA-Rad: 49.9%.

What are the context window sizes for DeepSeek VL2 and MedGemma 4B IT?

DeepSeek VL2 supports 129K tokens and MedGemma 4B IT 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 DeepSeek VL2 and MedGemma 4B IT?

Key differences include licensing (deepseek vs Health AI Developer Foundations terms of use). See the full comparison above for benchmark-by-benchmark results.

Who makes DeepSeek VL2 and MedGemma 4B IT?

DeepSeek VL2 is developed by DeepSeek and MedGemma 4B IT is developed by Google.

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