Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Qwen3.5 397B A17B

Nebius (Token Factory)

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 32K

Pricing Model Commercial / Paid

Model Popularity 0 votes

Commercial/Paid Model

FINAL VERDICT

With an intelligence score of 86/100 vs 65/100, Codestral outperforms Qwen3.5 397B A17B by 21 points.

Clear Winner: Significant performance advantage for Codestral.

HEAD-TO-HEAD

Feature	Qwen3.5 397B A17B	Codestral
Context Window	Long context	32K
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~60-64%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Dynamic limits (adaptive per 15-minute window, not a fixed RPM)	5,000 RPM
Daily Limit	Credit-based	Based on tier
Capabilities	No specific data	Function Calling Streaming JSON Mode
Performance Tier	C-Tier (Good)	A-Tier (Excellent)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	General Purpose	💻 Code Generation
Model Size	397B	Undisclosed
Limitations	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change	API key required Limited availability
Key Strengths	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing	Code specialist Multi-language Code completion