Codestral 2508 vs Gemini 3.1 Flash Lite (Comparative Analysis)
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Comparative Analysis: Codestral 2508 vs. Gemini 3.1 Flash Lite
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Overview
Codestral 2508 was released 9 months before Gemini 3.1 Flash Lite.
 Codestral 2508 |  Gemini 3.1 Flash Lite | |
|---|---|---|
Model Provider The organization behind this AI's development | Mistral | Google |
Input Context Window Maximum input tokens this model can process at once | 256K tokens | 1M tokens |
Output Token Limit Maximum output tokens this model can generate at once | Not specified tokens | 65.5K tokens |
Release Date When this model first became publicly available | August 1, 2025 12 months ago August 1st, 2025 | May 7, 2026 2 months ago May 7th, 2026 |
Knowledge Cutoff Latest training-data date reported by the provider | March 31, 2025 | Not reported |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Codestral 2508 | Gemini 3.1 Flash Lite | |
|---|---|---|
Input Types Supported input formats | 📝Text📁File | 📝Text🖼️Image🎬Video📁File🎵Audio |
Reasoning Controls Defaults and configurable reasoning effort | Not reported | Enabled by defaultEffort: High, Medium, Low, MinimalDefault: Minimal |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Mistral | Gemini |
Key Features Advanced capabilities | ✓Function Calling✓Structured OutputReasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Pricing
Codestral 2508 is roughly 1.2x more expensive compared to Gemini 3.1 Flash Lite for input tokens and roughly 0.6x less expensive for output tokens.
| Codestral 2508 | Gemini 3.1 Flash Lite | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.30 per million tokens | $0.25 per million tokens |
Output Token Cost Cost per million output tokens | $0.90 per million tokens | $1.50 per million tokens |
Web Search Cost Additional cost for each web search operation | Not specified | $0.014 per search |
Cache Read Cost Cost to reuse cached input tokens | $0.03 per million tokens | $0.02 per million tokens |
Cache Write Cost Cost to write input tokens to the cache | Not specified | $0.08 per million tokens |
Reasoning Token Cost Cost for internal reasoning tokens | Not specified | $1.50 per million tokens |
Image Input Cost Additional cost for each image input | Not specified | $0.00000025 per image |
Audio Input Cost Additional cost for audio input | Not specified | $0.0000005 per unit |
Audio Cache Cost Cost to reuse cached audio input tokens | Not specified | $0.05 per million tokens |
Benchmarks
Compare relevant benchmarks between Codestral 2508 and Gemini 3.1 Flash Lite.
| Codestral 2508 | Gemini 3.1 Flash Lite | |
|---|---|---|
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,078 Elo (#84 in 3D (45.5% win rate)) | Benchmark not available. |
At a Glance
Quick overview of what makes Codestral 2508 and Gemini 3.1 Flash Lite unique.
Codestral 2508 by Mistral can use external tools and APIs, generates structured data. It can handle standard conversations with its 256K token context window. Very affordable at $0.30/M input and $0.90/M output tokens. Released August 1st, 2025.Gemini 3.1 Flash Lite by Google understands both text and images, handles audio, analyzes video, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.25/M input and $1.50/M output tokens. Released May 7th, 2026.Explore More Comparisons
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