Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek V4 Flash (0731)

A-TIER

Nebius (Token Factory)

Intelligence Score 83/100

Model Popularity 0 votes

Context Window Long context

Pricing Model Free / Open

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S-TIER

Google

Intelligence Score 91/100

Context Window 1M

Pricing Model Commercial / Paid

Model Popularity 0 votes

Commercial/Paid Model

FINAL VERDICT

With an intelligence score of 91/100 vs 83/100, Gemini 2.5 Flash-Lite outperforms DeepSeek V4 Flash (0731) by 8 points.

HEAD-TO-HEAD

Feature	DeepSeek V4 Flash (0731)	Gemini 2.5 Flash-Lite
Context Window	Long context	1M
Architecture	Dense Transformer	Transformer (Proprietary)
Est. MMLU Score	~75-79%	~85-87%
Release Date	2024	2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	Dynamic limits (adaptive per 15-minute window, not a fixed RPM)	2,000 RPM
Daily Limit	Credit-based	1,500 requests/day (free tier)
Capabilities	No specific data	Streaming JSON Mode
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
Speed Estimate	⚡ Very Fast	⚡ Very Fast
Primary Use Case	⚡ Fast Chat & Apps	⚡ Fast Chat & Apps
Model Size	Undisclosed	~1.5T (estimated)
Limitations	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change	API key required Rate limits vary by region
Key Strengths	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing	Fastest Gemini 2.5 Budget-friendly High-volume tasks