Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Qwen 2.5 Coder 32B

DEPRECATED

SambaNova Cloud

This model is no longer active/free — kept for reference.

Intelligence Score 89/100

Model Popularity 0 votes

Context Window 32k Context

Pricing Model Commercial / Paid

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S-TIER

Google AI Studio

Intelligence Score 96/100

Context Window 1M Context

Pricing Model Free / Open

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	Qwen 2.5 Coder 32B	Gemini 3.1 Flash-Lite
Context Window	32k Context	1M Context
Architecture	Transformer (Open Weight)	Transformer (Proprietary)
Est. MMLU Score	~80-84%	~92-95%
Release Date	Sep-Nov 2024	2026 (Expected)
Pricing Model	Paid / Commercial	Free Tier
Rate Limit (RPM)	Varies by model	Varies by model (per-model limits are now shown only inside AI Studio)
Daily Limit	Dependent on credits	Varies by model. Free: Flash, Flash-Lite and Gemini 2.5 Pro; Gemini 3.x Pro models are paid
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	S-Tier (Elite)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	💻 Code Generation	⚡ Fast Chat & Apps
Model Size	32B	~1.5T (estimated)
Limitations	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier	Data used for training (Unpaid tier) Rate limits are enforced per minute/day No SLA for free tier
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Multimodal Capabilities Huge Context Window (up to 2M tokens) Fast Inference Speed