| Signal | Gemini 3.1 Flash Lite | Delta | Codestral 2508 |
|---|---|---|---|
Capabilities | 100 | +50 | |
Pricing | 99 | -1 | |
Context window size | 96 | +10 | |
Recency | 100 | +19 | |
Output Capacity | 80 | +60 | |
| Overall Result | 4 wins | of 5 | 1 wins |
Score History
23.6
current score
Codestral 2508
right now
40
current score
Mistral AI
Codestral 2508 saves you $25.00/month
That's $300.00/year compared to Gemini 3.1 Flash Lite at your current usage level of 100K calls/month.
| Metric | Gemini 3.1 Flash Lite | Codestral 2508 | Winner |
|---|---|---|---|
| Overall Score | 24 | 40 | Codestral 2508 |
| Rank | #338 | #262 | Codestral 2508 |
| Quality Rank | #338 | #262 | Codestral 2508 |
| Adoption Rank | #338 | #262 | Codestral 2508 |
| Parameters | -- | -- | -- |
| Context Window | 1049K | 256K | Gemini 3.1 Flash Lite |
| Pricing | $0.25/$1.50/M | $0.30/$0.90/M | -- |
| Signal Scores | |||
| Capabilities | 100 | 50 | Gemini 3.1 Flash Lite |
| Pricing | 99 | 99 | Codestral 2508 |
| Context window size | 96 | 86 | Gemini 3.1 Flash Lite |
| Recency | 100 | 82 | Gemini 3.1 Flash Lite |
| Output Capacity | 80 | 20 | Gemini 3.1 Flash Lite |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 24/100 (rank #338), placing it in the top -16% of all 290 models tracked.
Scores 40/100 (rank #262), placing it in the top 10% of all 290 models tracked.
Codestral 2508 has a 16-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Codestral 2508 offers 31% better value per quality point. At 1M tokens/day, you'd spend $18.00/month with Codestral 2508 vs $26.25/month with Gemini 3.1 Flash Lite - a $8.25 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Codestral 2508 also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.90/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Codestral 2508 clearly outperforms Gemini 3.1 Flash Lite with a significant 16.4-point lead. For most general use cases, Codestral 2508 is the stronger choice. However, Gemini 3.1 Flash Lite may still excel in niche scenarios.
Best for Quality
Gemini 3.1 Flash Lite
Marginally better benchmark scores; both are excellent
Best for Cost
Codestral 2508
31% lower pricing; better value at scale
Best for Reliability
Gemini 3.1 Flash Lite
Higher uptime and faster response speeds
Best for Prototyping
Gemini 3.1 Flash Lite
Stronger community support and better developer experience
Best for Production
Gemini 3.1 Flash Lite
Wider enterprise adoption and proven at scale
by Google
| Capability | Gemini 3.1 Flash Lite | Codestral 2508 |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Mistral AI
Codestral 2508 saves you $0.6300/month
That's 28% cheaper than Gemini 3.1 Flash Lite at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Gemini 3.1 Flash Lite | Codestral 2508 |
|---|---|---|
| Context Window | 1.0M | 256K |
| Max Output Tokens | 65,536 | -- |
| Open Source | No | No |
| Created | May 7, 2026 | Aug 1, 2025 |