Model Comparison

DeepSeek R1 Distill Qwen 32B vs MedGemma 4B ITWhich is better in 2026?

Comparing DeepSeek R1 Distill Qwen 32B and MedGemma 4B IT across benchmarks, pricing, and capabilities.

Verdict: DeepSeek R1 Distill Qwen 32B vs MedGemma 4B IT — which is better?

DeepSeek R1 Distill Qwen 32B (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 R1 Distill Qwen 32B if…

  • you want predictable pricing at $0.12/M input and $0.18/M output

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 R1 Distill Qwen 32B and MedGemma 4B ITdon'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

28.5B diff

DeepSeek R1 Distill Qwen 32B has 28.5B more parameters than MedGemma 4B IT, making it 662.8% larger.

DeepSeek
DeepSeek R1 Distill Qwen 32B
32.8Bparameters
Google
MedGemma 4B IT
4.3Bparameters
32.8B
DeepSeek R1 Distill Qwen 32B
4.3B
MedGemma 4B IT

Context Window

Maximum input and output token capacity

Only DeepSeek R1 Distill Qwen 32B specifies input context (128,000 tokens). Only DeepSeek R1 Distill Qwen 32B specifies output context (128,000 tokens).

DeepSeek
DeepSeek R1 Distill Qwen 32B
Input128,000 tokens
Output128,000 tokens
Google
MedGemma 4B IT
Input- tokens
Output- tokens
Wed Jun 24 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

MedGemma 4B IT supports multimodal inputs, whereas DeepSeek R1 Distill Qwen 32B does not.

MedGemma 4B IT can handle both text and other forms of data like images, making it suitable for multimodal applications.

DeepSeek R1 Distill Qwen 32B

Text
Images
Audio
Video

MedGemma 4B IT

Text
Images
Audio
Video

License

Usage and distribution terms

DeepSeek R1 Distill Qwen 32B is licensed under MIT, 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 R1 Distill Qwen 32B

MIT

Open weights

MedGemma 4B IT

Health AI Developer Foundations terms of use

Open weights

Release Timeline

When each model was launched

DeepSeek R1 Distill Qwen 32B was released on 2025-01-20, while MedGemma 4B IT was released on 2025-05-20.

MedGemma 4B IT is 4 months newer than DeepSeek R1 Distill Qwen 32B.

DeepSeek R1 Distill Qwen 32B

Jan 20, 2025

1.4 years ago

MedGemma 4B IT

May 20, 2025

1.1 years ago

4mo 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

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

DeepSeek
Larger context window (128,000 tokens)
Google
Supports multimodal inputs

Detailed Comparison

AI Model Comparison Table
Feature
DeepSeek
DeepSeek R1 Distill Qwen 32B
Google
MedGemma 4B IT

FAQ

Common questions about DeepSeek R1 Distill Qwen 32B vs MedGemma 4B IT.

Which is better, DeepSeek R1 Distill Qwen 32B or MedGemma 4B IT?

DeepSeek R1 Distill Qwen 32B (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 R1 Distill Qwen 32B compare to MedGemma 4B IT in benchmarks?

DeepSeek R1 Distill Qwen 32B scores MATH-500: 94.3%, AIME 2024: 83.3%, GPQA: 62.1%, LiveCodeBench: 57.2%. 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 R1 Distill Qwen 32B and MedGemma 4B IT?

DeepSeek R1 Distill Qwen 32B supports 128K 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 R1 Distill Qwen 32B and MedGemma 4B IT?

Key differences include multimodal support (no vs yes), licensing (MIT vs Health AI Developer Foundations terms of use). See the full comparison above for benchmark-by-benchmark results.

Who makes DeepSeek R1 Distill Qwen 32B and MedGemma 4B IT?

DeepSeek R1 Distill Qwen 32B is developed by DeepSeek and MedGemma 4B IT is developed by Google.

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