Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek V4 Flash (Cloud)

A-TIER

Ollama Cloud

Intelligence Score 83/100

Model Popularity 0 votes

Context Window Varies

Pricing Model Free / Open

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LLM7.io

Intelligence Score 65/100

Context Window 32K

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, DeepSeek V4 Flash (Cloud) outperforms Qwen 2.5 by 18 points.

Clear Winner: Significant performance advantage for DeepSeek V4 Flash (Cloud).

HEAD-TO-HEAD

Feature	DeepSeek V4 Flash (Cloud)	Qwen 2.5
Context Window	Varies	32K
Architecture	Dense Transformer	Transformer (Open Weight)
Est. MMLU Score	~75-79%	~60-64%
Release Date	2024	Sep-Nov 2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Light usage tier, 1 concurrent model	30 RPM (no signup) / 120 RPM (free email token)
Daily Limit	Session limit resets every few hours	Up to 5M tokens/day (rolling 24h, with free token)
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	C-Tier (Good)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	⚡ Fast Chat & Apps	General Purpose
Model Size	Undisclosed	Undisclosed
Limitations	No specific limitations documented	No signup tier is heavily rate-limited (30 RPM) Smaller, less well-known provider — verify uptime before production use
Key Strengths		Works with zero signup OpenAI-compatible endpoint — swap base_url + key No signup required for basic use