Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Gemma 2 9B Instruct

A-TIER

Hugging Face Inference

Intelligence Score 80/100

Model Popularity 0 votes

Context Window 8k

Pricing Model Free / Open

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A-TIER

SambaNova Cloud

Intelligence Score 89/100

Context Window 32k Context

Pricing Model Commercial / Paid

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 89/100 vs 80/100, Qwen 2.5 Coder 32B outperforms Gemma 2 9B Instruct by 9 points.

HEAD-TO-HEAD

Feature	Gemma 2 9B Instruct	Qwen 2.5 Coder 32B
Context Window	8k	32k Context
Architecture	Transformer	Transformer (Open Weight)
Est. MMLU Score	~75-79%	~80-84%
Release Date	2024	Sep-Nov 2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	300 Requests / hour	Varies by model
Daily Limit	Dependent on global load	Dependent on credits
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	💻 Code Generation
Model Size	9B	32B
Limitations	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier
Key Strengths	Serverless Inference Instant Model Loading Text Generation	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed