Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Gemma 4 31B (preview)

SambaNova Cloud

Intelligence Score 65/100

Model Popularity 0 votes

Context Window Long context

Pricing Model Free / Open

View Provider Analysis →

A-TIER

Mistral AI

Intelligence Score 86/100

Context Window 256K

Pricing Model Commercial / Paid

Model Popularity 0 votes

Commercial/Paid Model

FINAL VERDICT

With an intelligence score of 86/100 vs 65/100, Codestral (2508) outperforms Gemma 4 31B (preview) by 21 points.

Clear Winner: Significant performance advantage for Codestral (2508).

HEAD-TO-HEAD

Feature	Gemma 4 31B (preview)	Codestral (2508)
Context Window	Long context	256K
Architecture	Transformer	Transformer
Est. MMLU Score	~60-64%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Varies by model	5,000 RPM
Daily Limit	Dependent on credits	Based on tier
Capabilities	No specific data	Streaming JSON Mode
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	💻 Code Generation
Model Size	31B	Undisclosed
Limitations	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier	API key required Limited availability
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Code completion July 2025 release