Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Gemini 3.1 Flash-Lite

S-TIER

Google AI Studio

Intelligence Score 96/100

Model Popularity 0 votes

Context Window 1M Context

Pricing Model Free / Open

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DEPRECATED

SambaNova Cloud

This model is no longer active/free — kept for reference.

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 96/100 vs 89/100, Gemini 3.1 Flash-Lite outperforms Qwen 2.5 Coder 32B by 7 points.

HEAD-TO-HEAD

Feature	Gemini 3.1 Flash-Lite	Qwen 2.5 Coder 32B
Context Window	1M Context	32k Context
Architecture	Transformer (Proprietary)	Transformer (Open Weight)
Est. MMLU Score	~92-95%	~80-84%
Release Date	2026 (Expected)	Sep-Nov 2024
Pricing Model	Free Tier	Paid / Commercial
Rate Limit (RPM)	5-30 RPM (varies by model)	Varies by model
Daily Limit	Varies by model (Flash / Flash-Lite only; Pro models are paid)	Dependent on credits
Capabilities	No specific data	No specific data
Performance Tier	S-Tier (Elite)	A-Tier (Excellent)
Speed Estimate	⚡ Very Fast	Medium
Primary Use Case	⚡ Fast Chat & Apps	💻 Code Generation
Model Size	~1.5T (estimated)	32B
Limitations	Data used for training (Unpaid tier) Rate limits are enforced per minute/day No SLA for free tier	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier
Key Strengths	Multimodal Capabilities Huge Context Window (up to 2M tokens) Fast Inference Speed	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed