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

SiliconFlow

Intelligence Score 98/100

Context Window 131K Context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 98/100 vs 86/100, DeepSeek R1 0528 Qwen3 8B outperforms Codestral Latest by 12 points.

HEAD-TO-HEAD

Feature	Codestral Latest	DeepSeek R1 0528 Qwen3 8B
Context Window	256K Context	131K Context
Architecture	Transformer	Transformer (Open Weight)
Est. MMLU Score	~80-84%	~92-95%
Release Date	2024	Jan 2025
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	1 req/s, 60/min, 250/hour (free token from dash.llm7.io)	Fixed limits for free models — exact figures require login, verify on cloud.siliconflow.cn/models
Daily Limit	100,000 tokens per 24h (free token; may be reduced without notice)	Not fully published — verify on docs.siliconflow.cn
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	S-Tier (Elite)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	💻 Code Generation	🧠 Complex Reasoning
Model Size	Undisclosed	8B
Limitations	No signup tier is heavily rate-limited (30 RPM) Smaller, less well-known provider — verify uptime before production use	Free model list not published without logging in — verify exact models/limits in your dashboard before relying on this provider Requires identity verification, not just email signup Reportedly unavailable in EU/UK/Switzerland
Key Strengths	Works with zero signup OpenAI-compatible endpoint — swap base_url + key No signup required for basic use	OpenAI-compatible endpoint Mix of always-free and pay-per-token models Some models free ($0) after identity verification