Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Gemma 4 31B

Friendli AI

Intelligence Score 65/100

Model Popularity 0 votes

Context Window 262K Context

Pricing Model Free / Open

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A-TIER

Nebius (Token Factory)

Intelligence Score 83/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, DeepSeek V4 Flash (0731) outperforms Gemma 4 31B by 18 points.

Clear Winner: Significant performance advantage for DeepSeek V4 Flash (0731).

HEAD-TO-HEAD

Feature	Gemma 4 31B	DeepSeek V4 Flash (0731)
Context Window	262K Context	Long context
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	60 RPM	60 RPM
Daily Limit	Credit-based	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	31B	Undisclosed
Limitations	$10 credit is one-time trial Billing required after credits Limited model selection	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change
Key Strengths	Optimized inference engine (FriendliEngine) OpenAI-compatible API endpoints Enterprise-grade uptime	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing