Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Codestral Latest

A-TIER

LLM7.io

Intelligence Score 86/100

Model Popularity 0 votes

Context Window 256K Context

Pricing Model Free / Open

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S-TIER

Hugging Face Inference

Intelligence Score 91/100

Context Window Image

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 91/100 vs 86/100, Flux.1 Dev outperforms Codestral Latest by 5 points.

Close Match: The difference is minimal. Consider other factors like pricing and features.

HEAD-TO-HEAD

Feature	Codestral Latest	Flux.1 Dev
Context Window	256K Context	Image
Architecture	Transformer	Diffusion
Est. MMLU Score	~80-84%	~85-87%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	30 RPM (no signup) / 120 RPM (free email token)	300 Requests / hour
Daily Limit	Up to 5M tokens/day (rolling 24h, with free token)	Capped by monthly credit, not a flat request count
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	💻 Code Generation	🎨 Image Generation
Model Size	Undisclosed	Undisclosed
Limitations	No signup tier is heavily rate-limited (30 RPM) Smaller, less well-known provider — verify uptime before production use	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur
Key Strengths	Works with zero signup OpenAI-compatible endpoint — swap base_url + key No signup required for basic use	Serverless Inference Instant Model Loading Text Generation