Gemma 3 12B vs Morph V3 Large (Comparative Analysis)
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Comparative Analysis: Gemma 3 12B vs. Morph V3 Large
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Overview
Gemma 3 12B was released 3 months before Morph V3 Large.
 Gemma 3 12B |  Morph V3 Large | |
|---|---|---|
Model Provider The organization behind this AI's development | Google | Morph |
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 | 131.1K tokens |
Release Date When this model first became publicly available | March 13, 2025 1 year ago March 13th, 2025 | July 7, 2025 1 year ago July 7th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | August 31, 2024 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemma 3 12B | Morph V3 Large | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image | 📝Text |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Gemini | Other |
Key Features Advanced capabilities | ✓Function Calling✓Structured OutputReasoning ModeContent Moderation | Function Calling✓Structured OutputReasoning ModeContent Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
Gemma 3 12B is roughly 0.06x less expensive compared to Morph V3 Large for input tokens and roughly 0.08x less expensive for output tokens.
| Gemma 3 12B | Morph V3 Large | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.05 per million tokens | $0.90 per million tokens |
Output Token Cost Cost per million output tokens | $0.15 per million tokens | $1.90 per million tokens |
Benchmarks
Compare relevant benchmarks between Gemma 3 12B and Morph V3 Large.
| Gemma 3 12B | Morph V3 Large | |
|---|---|---|
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. |
At a Glance
Quick overview of what makes Gemma 3 12B and Morph V3 Large 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.Morph V3 Large by Morph generates structured data. It can handle standard conversations with its 262.1K token context window. Reasonably priced at $0.90/M input and $1.90/M output tokens. Released July 7th, 2025.Explore More Comparisons
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Compare Morph V3 Large with:
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Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
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