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

Chutes.ai

This model is no longer active/free — kept for reference.

Intelligence Score 97/100

Context Window 64K

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 97/100 vs 65/100, DeepSeek-R1 outperforms Reflection Beam (501B) by 32 points.

Clear Winner: Significant performance advantage for DeepSeek-R1.

HEAD-TO-HEAD

Feature	Reflection Beam (501B)	DeepSeek-R1
Context Window	1M Context	64K
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~60-64%	~92-95%
Release Date	2024	Jan 2025
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Starter usage credits; starter models only (add credits to unlock all models)	Varies (community capacity)
Daily Limit	Monthly starter allowance (resets monthly from sign-up date)	Subject to availability
Capabilities	No specific data	Reasoning
Performance Tier	C-Tier (Good)	S-Tier (Elite)
Speed Estimate	Medium	🐢 Slower (Reasoning)
Primary Use Case	General Purpose	🧠 Complex Reasoning
Model Size	501B	Undisclosed
Limitations	No specific limitations documented	Availability depends on community GPU donors Speed varies with demand Models may be temporarily unavailable
Key Strengths		Community-powered GPU network Free access to large open-source models OpenAI-compatible API format