Battle of the Models

Compare specific LLM models, context windows, and capabilities.

DeepSeek V3.2 (preview)

S-TIER

SambaNova Cloud

Intelligence Score 94/100

Model Popularity 0 votes

Context Window Long context

Pricing Model Free / Open

View Provider Analysis →

A-TIER

Ollama

Intelligence Score 85/100

Context Window 64K tokens

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 94/100 vs 85/100, DeepSeek V3.2 (preview) outperforms DeepSeek Coder V2 by 9 points.

HEAD-TO-HEAD

Feature	DeepSeek V3.2 (preview)	DeepSeek Coder V2
Context Window	Long context	64K tokens
Architecture	Dense Transformer	Dense Transformer
Est. MMLU Score	~88-91%	~80-84%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	Hardware limited
Daily Limit	Dependent on credits	Unlimited
Capabilities	No specific data	No specific data
Performance Tier	S-Tier (Elite)	A-Tier (Excellent)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	💻 Code Generation
Model Size	Undisclosed	Undisclosed
Limitations	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier	Depends on your RAM/GPU Laptop fans will spin up Large models (70B+) need heavy hardware
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Local Inference: Data never leaves your device Modelfiles: Script your own system prompts API: Local REST API for app integration