Gemma 4 31B vs o4 Mini Deep Research (Comparative Analysis)
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Comparative Analysis: Gemma 4 31B vs. o4 Mini Deep Research
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Overview
o4 Mini Deep Research was released 5 months before Gemma 4 31B.
 Gemma 4 31B |  o4 Mini Deep Research | |
|---|---|---|
Model Provider The organization behind this AI's development | Google | OpenAI |
Input Context Window Maximum input tokens this model can process at once | 262.1K tokens | 200K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 262.1K tokens | 100K tokens |
Release Date When this model first became publicly available | April 2, 2026 3 months ago April 2nd, 2026 | October 10, 2025 9 months ago October 10th, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemma 4 31B | o4 Mini Deep Research | |
|---|---|---|
Input Types Supported input formats | 🖼️Image📝Text🎬Video | 📁File🖼️Image📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Optional | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Gemma | GPT |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning Mode✓Content Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
Gemma 4 31B is roughly 0.07x less expensive compared to o4 Mini Deep Research for input tokens and roughly 0.05x less expensive for output tokens.
| Gemma 4 31B | o4 Mini Deep Research | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.14 per million tokens | $2.00 per million tokens |
Output Token Cost Cost per million output tokens | $0.40 per million tokens | $8.00 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.01 per search |
Cache Read Cost Cost to reuse cached input tokens | Not specified | $0.50 per million tokens |
Benchmarks
Compare relevant benchmarks between Gemma 4 31B and o4 Mini Deep Research.
| Gemma 4 31B | o4 Mini Deep Research | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 29.4 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 43.4 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 14.4 (Artificial Analysis index; higher is better) | Benchmark not available. |
At a Glance
Quick overview of what makes Gemma 4 31B and o4 Mini Deep Research unique.
Gemma 4 31B by Google understands both text and images, analyzes video, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 262.1K token context window. Very affordable at $0.14/M input and $0.40/M output tokens. Released April 2nd, 2026.o4 Mini Deep Research by OpenAI understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 200K token context window. Reasonably priced at $2.00/M input and $8.00/M output tokens. Includes built-in content moderation for safer outputs. Released October 10th, 2025.Explore More Comparisons
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🔬Science
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