Gemma 3 12B vs Qwen3 235B A22B Instruct 2507 (Comparative Analysis)
Loading comparison form...
Comparative Analysis: Gemma 3 12B vs. Qwen3 235B A22B Instruct 2507
Want to try out these models side by side?Try Magica for free
Overview
Gemma 3 12B was released 4 months before Qwen3 235B A22B Instruct 2507.
 Gemma 3 12B |  Qwen3 235B A22B Instruct 2507 | |
|---|---|---|
Model Provider The organization behind this AI's development | Google | Qwen |
Input Context Window Maximum input tokens this model can process at once | 131.1K tokens | 262.1K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 16.4K tokens | 16.4K tokens |
Release Date When this model first became publicly available | March 13, 2025 1 year ago March 13th, 2025 | July 21, 2025 1 year ago July 21st, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | August 31, 2024 | June 30, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemma 3 12B | Qwen3 235B A22B Instruct 2507 | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image | 📝Text |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Gemini | Qwen3 |
Key Features Advanced capabilities | ✓Function Calling✓Structured OutputReasoning ModeContent Moderation | ✓Function Calling✓Structured OutputReasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Available on HuggingFace → |
Pricing
Gemma 3 12B is roughly 0.6x less expensive compared to Qwen3 235B A22B Instruct 2507 for input tokens and roughly 0.3x less expensive for output tokens.
| Gemma 3 12B | Qwen3 235B A22B Instruct 2507 | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.05 per million tokens | $0.09 per million tokens |
Output Token Cost Cost per million output tokens | $0.15 per million tokens | $0.55 per million tokens |
Benchmarks
Compare relevant benchmarks between Gemma 3 12B and Qwen3 235B A22B Instruct 2507.
| Gemma 3 12B | Qwen3 235B A22B Instruct 2507 | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 5.5 (Artificial Analysis index; higher is better) | Benchmark not available. |
Coding Index Programming performance across independent evaluations | 5.8 (Artificial Analysis index; higher is better) | Benchmark not available. |
Agentic Index Ability to complete multi-step agentic tasks | 0.3 (Artificial Analysis index; higher is better) | Benchmark not available. |
Best Design Arena Score Highest human-preference Elo score across design arenas | Benchmark not available. | 1,088 Elo (#85 in Data Viz (47.7% win rate)) |
At a Glance
Quick overview of what makes Gemma 3 12B and Qwen3 235B A22B Instruct 2507 unique.
Gemma 3 12B by Google understands both text and images, can use external tools and APIs, generates structured data. It can handle standard conversations with its 131.1K token context window. Very affordable at $0.05/M input and $0.15/M output tokens. Released March 13th, 2025.Qwen3 235B A22B Instruct 2507 by Qwen can use external tools and APIs, generates structured data. It can handle standard conversations with its 262.1K token context window. Very affordable at $0.09/M input and $0.55/M output tokens. Released July 21st, 2025.Explore More Comparisons
Compare your models with top performers across different categories
Compare Gemma 3 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
Compare Qwen3 235B A22B Instruct 2507 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