Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Reflection Beam (501B)

Ollama Cloud

Intelligence Score 65/100

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This model is no longer active/free — kept for reference.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 94/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 94/100 vs 65/100, DeepSeek V3.1 outperforms Reflection Beam (501B) by 29 points.

Clear Winner: Significant performance advantage for DeepSeek V3.1.

HEAD-TO-HEAD

Feature	Reflection Beam (501B)	DeepSeek V3.1
Context Window	1M Context	Long context
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~60-64%	~88-91%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Starter usage credits; starter models only (add credits to unlock all models)	Varies by model
Daily Limit	Monthly starter allowance (resets monthly from sign-up date)	Dependent on credits
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	S-Tier (Elite)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	501B	Undisclosed
Limitations	No specific limitations documented	Free credits are one-time for new users Context window varies by model (8k - 128k) Rate limits apply to free tier
Key Strengths		SambaNova SN40L RDU Chip Dataflow Architecture Record-Breaking Speed