DeepSeek V3.1 vs Gemma 4 26B A4B (Comparative Analysis)
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Comparative Analysis: DeepSeek V3.1 vs. Gemma 4 26B A4B
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Overview
DeepSeek V3.1 was released 7 months before Gemma 4 26B A4B.
 DeepSeek V3.1 |  Gemma 4 26B A4B | |
|---|---|---|
Model Provider The organization behind this AI's development | DeepSeek | Google |
Input Context Window Maximum input tokens this model can process at once | 163.8K tokens | 262.1K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 32.8K tokens | 262.1K tokens |
Release Date When this model first became publicly available | August 21, 2025 11 months ago August 21st, 2025 | April 3, 2026 3 months ago April 3rd, 2026 |
Knowledge Cutoff Latest training-data date reported by the provider | March 31, 2025 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
DeepSeek V3.1 | Gemma 4 26B A4B | |
|---|---|---|
Input Types Supported input formats | 📝Text | 🖼️Image📝Text🎬Video |
Reasoning Controls Defaults and configurable reasoning effort | Optional | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | DeepSeek | Gemma |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Available on HuggingFace → |
Pricing
DeepSeek V3.1 is roughly 2.1x more expensive compared to Gemma 4 26B A4B for input tokens and roughly 2.7x more expensive for output tokens.
| DeepSeek V3.1 | Gemma 4 26B A4B | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.25 per million tokens | $0.12 per million tokens |
Output Token Cost Cost per million output tokens | $0.95 per million tokens | $0.35 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | $0.13 per million tokens | $0.05 per million tokens |
Benchmarks
Compare relevant benchmarks between DeepSeek V3.1 and Gemma 4 26B A4B.
| DeepSeek V3.1 | Gemma 4 26B A4B | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | Benchmark not available. | 25.7 (Artificial Analysis index; higher is better) |
Coding Index Programming performance across independent evaluations | Benchmark not available. | 39.3 (Artificial Analysis index; higher is better) |
Agentic Index Ability to complete multi-step agentic tasks | Benchmark not available. | 11 (Artificial Analysis index; higher is better) |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,148 Elo (#73 in Website (48.0% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes DeepSeek V3.1 and Gemma 4 26B A4B unique.
DeepSeek V3.1 by DeepSeek can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 163.8K token context window. Very affordable at $0.25/M input and $0.95/M output tokens. Released August 21st, 2025.Gemma 4 26B A4B 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 $0.12/M input and $0.35/M output tokens. Released April 3rd, 2026.Explore More Comparisons
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Models optimized for creative writing
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Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
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