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

Token Harbor

Intelligence Score 83/100

Context Window Unknown

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, MiMo V2.6 Flash outperforms Gemma 4 31B by 18 points.

Clear Winner: Significant performance advantage for MiMo V2.6 Flash.

HEAD-TO-HEAD

Feature	Gemma 4 31B	MiMo V2.6 Flash
Context Window	262K Context	Unknown
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)	60 requests/min and 1,800/hour per account (100/min, 3,000/hour per IP)
Daily Limit	Credit-based	Free allowance, resets on a rolling 7-day period
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	Free models must be enabled in the dashboard (prompts may be retained) Allowance size not published
Key Strengths	Optimized inference engine (FriendliEngine) OpenAI-compatible API endpoints Enterprise-grade uptime