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

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OpenRouter

Intelligence Score 77/100

Context Window 256K Context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 94/100 vs 77/100, DeepSeek V3.2 (preview) outperforms Cohere North Mini Code by 17 points.

Clear Winner: Significant performance advantage for DeepSeek V3.2 (preview).

HEAD-TO-HEAD

Feature	DeepSeek V3.2 (preview)	Cohere North Mini Code
Context Window	Long context	256K Context
Architecture	Dense Transformer	Transformer
Est. MMLU Score	~88-91%	~70-74%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Varies by model	20 requests/minute
Daily Limit	Dependent on credits	50 requests/day (up to 1000 with $10 topup)
Capabilities	No specific data	No specific data
Performance Tier	S-Tier (Elite)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
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	Limits depend on account history/topup Community key models Free models have lower priority during peak demand
Key Strengths	SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed	Unified API for 100+ models from all providers OpenAI-compatible endpoint (drop-in replacement) Automatic model fallback and routing