DeepSeek V3.2 Exp vs Llama Guard 4 12B (Comparative Analysis)
Loading comparison form...
Comparative Analysis: DeepSeek V3.2 Exp vs. Llama Guard 4 12B
Want to try out these models side by side?Try Magica for free
Overview
Llama Guard 4 12B was released 5 months before DeepSeek V3.2 Exp.
 DeepSeek V3.2 Exp |  Llama Guard 4 12B | |
|---|---|---|
Model Provider The organization behind this AI's development | DeepSeek | Meta |
Input Context Window Maximum input tokens this model can process at once | 163.8K tokens | 163.8K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 65.5K tokens | 16.4K tokens |
Release Date When this model first became publicly available | September 29, 2025 9 months ago September 29th, 2025 | April 30, 2025 1 year ago April 30th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | July 31, 2025 | August 31, 2024 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
DeepSeek V3.2 Exp | Llama Guard 4 12B | |
|---|---|---|
Input Types Supported input formats | 📝Text | 🖼️Image📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Optional | Not reported |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | DeepSeek | Other |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | Function Calling✓Structured OutputReasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Available on HuggingFace → |
Pricing
DeepSeek V3.2 Exp is roughly 1.5x more expensive compared to Llama Guard 4 12B for input tokens and roughly 2.3x more expensive for output tokens.
| DeepSeek V3.2 Exp | Llama Guard 4 12B | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.27 per million tokens | $0.18 per million tokens |
Output Token Cost Cost per million output tokens | $0.41 per million tokens | $0.18 per million tokens |
Benchmarks
Compare relevant benchmarks between DeepSeek V3.2 Exp and Llama Guard 4 12B.
| DeepSeek V3.2 Exp | Llama Guard 4 12B | |
|---|---|---|
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,221 Elo (#39 in 3D (56.4% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes DeepSeek V3.2 Exp and Llama Guard 4 12B unique.
DeepSeek V3.2 Exp 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 $0.27/M input and $0.41/M output tokens. Released September 29th, 2025.Llama Guard 4 12B by Meta understands both text and images, generates structured data. It can handle standard conversations with its 163.8K token context window. Very affordable at $0.18/M input and $0.18/M output tokens. Released April 30th, 2025.Explore More Comparisons
Compare your models with top performers across different categories
Compare DeepSeek V3.2 Exp with:
🚀Programming
Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
Multilingual translation tasks
Compare Llama Guard 4 12B with:
🚀Programming
Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
Multilingual translation tasks