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

Requesty

Intelligence Score 83/100

Context Window 262K 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, inclusionAI Ling 3.1 Flash outperforms Gemma 4 31B by 18 points.

Clear Winner: Significant performance advantage for inclusionAI Ling 3.1 Flash.

HEAD-TO-HEAD

Feature	Gemma 4 31B	inclusionAI Ling 3.1 Flash
Context Window	262K Context	262K Context
Architecture	Transformer	Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Tier 0: adaptive (60 RPM from Tier 1)	20 RPM on free models (60 RPM for paying orgs)
Daily Limit	Credit-based	200 requests/day (new orgs) / 1,000/day (paying orgs), shared across free models
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	Requires underlying provider API keys Free credit amount is limited Routing adds minimal latency
Key Strengths	Optimized inference engine (FriendliEngine) OpenAI-compatible API endpoints Enterprise-grade uptime	AI Router: automatic provider failover Prompt caching for cost savings Multi-provider load balancing