Gemma 4 31B vs Nova Lite 1.0 (Comparative Analysis)
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Comparative Analysis: Gemma 4 31B vs. Nova Lite 1.0
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Overview
Nova Lite 1.0 was released 1 year before Gemma 4 31B.
 Gemma 4 31B |  Nova Lite 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 | 300K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 262.1K tokens | 5.1K tokens |
Release Date When this model first became publicly available | April 2, 2026 3 months ago April 2nd, 2026 | December 5, 2024 1 year ago December 5th, 2024 |
Knowledge Cutoff Latest training-data date reported by the provider | Not reported | October 31, 2024 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Gemma 4 31B | Nova Lite 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 2.3x more expensive compared to Nova Lite 1.0 for input tokens and roughly 1.7x more expensive for output tokens.
| Gemma 4 31B | Nova Lite 1.0 | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.14 per million tokens | $0.06 per million tokens |
Output Token Cost Cost per million output tokens | $0.40 per million tokens | $0.24 per million tokens |
Benchmarks
Compare relevant benchmarks between Gemma 4 31B and Nova Lite 1.0.
| Gemma 4 31B | Nova Lite 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. |
At a Glance
Quick overview of what makes Gemma 4 31B and Nova Lite 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 Lite 1.0 by Amazon understands both text and images, can use external tools and APIs. It can handle standard conversations with its 300K token context window. Very affordable at $0.06/M input and $0.24/M output tokens. Includes built-in content moderation for safer outputs. Released December 5th, 2024.Explore More Comparisons
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