Gemma 4 31B vs Nova Premier 1.0 (Comparative Analysis)
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Comparative Analysis: Gemma 4 31B vs. Nova Premier 1.0
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Overview
Nova Premier 1.0 was released 5 months before Gemma 4 31B.
 Gemma 4 31B |  Nova Premier 1.0 | |
|---|---|---|
Model Provider The organization behind this AI's development | Google | Amazon |
Input Context Window Maximum input tokens this model can process at once | 262.1K tokens | 1M tokens |
Output Token Limit Maximum output tokens this model can generate at once | 262.1K tokens | 32K tokens |
Release Date When this model first became publicly available | April 2, 2026 3 months ago April 2nd, 2026 | October 31, 2025 8 months ago October 31st, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemma 4 31B | Nova Premier 1.0 | |
|---|---|---|
Input Types Supported input formats | 🖼️Image📝Text🎬Video | 📝Text🖼️Image |
Reasoning Controls Defaults and configurable reasoning effort | Optional | Not reported |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Gemma | Nova |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation | ✓Function CallingStructured OutputReasoning Mode✓Content Moderation |
Open Source Model availability | Available on HuggingFace → | Proprietary |
Pricing
Gemma 4 31B is roughly 0.06x less expensive compared to Nova Premier 1.0 for input tokens and roughly 0.03x less expensive for output tokens.
| Gemma 4 31B | Nova Premier 1.0 | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.14 per million tokens | $2.50 per million tokens |
Output Token Cost Cost per million output tokens | $0.40 per million tokens | $12.50 per million tokens |
Cache Read Cost Cost to reuse cached input tokens | Not specified | $0.63 per million tokens |
Benchmarks
Compare relevant benchmarks between Gemma 4 31B and Nova Premier 1.0.
| Gemma 4 31B | Nova Premier 1.0 | |
|---|---|---|
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. |
Best Design Arena Score Highest human-preference Elo score across design arenas | Benchmark not available. | 862 Elo (#115 in Website (26.2% win rate)) |
At a Glance
Quick overview of what makes Gemma 4 31B and Nova Premier 1.0 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.Nova Premier 1.0 by Amazon understands both text and images, can use external tools and APIs. It can handle standard conversations with its 1M token context window. Reasonably priced at $2.50/M input and $12.50/M output tokens. Includes built-in content moderation for safer outputs. Released October 31st, 2025.Explore More Comparisons
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Compare Nova Premier 1.0 with:
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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
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