Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Qwen3 235B A22B Instruct 2507

Nebius (Token Factory)

Intelligence Score 76/100

Model Popularity 0 votes

Context Window 256K Context

Pricing Model Free / Open

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Kilo AI Gateway

Intelligence Score 65/100

Context Window 1M Context

Pricing Model Free / Open

Model Popularity 0 votes

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FINAL VERDICT

With an intelligence score of 76/100 vs 65/100, Qwen3 235B A22B Instruct 2507 outperforms Reflection Beam 1.0 by 11 points.

HEAD-TO-HEAD

Feature	Qwen3 235B A22B Instruct 2507	Reflection Beam 1.0
Context Window	256K Context	1M Context
Architecture	Transformer (Open Weight)	Transformer
Est. MMLU Score	~70-74%	~60-64%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	Dynamic limits (adaptive per 15-minute window, not a fixed RPM)	200 requests/hour per IP on free models (anonymous use allowed)
Daily Limit	Credit-based	Default free models only
Capabilities	No specific data	No specific data
Performance Tier	B-Tier (Strong)	C-Tier (Good)
Speed Estimate	Medium	Medium
Primary Use Case	General Purpose	General Purpose
Model Size	235B	Undisclosed
Limitations	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change	Free capacity and limits can change; verify on the provider site Listed from community submissions - partly verified
Key Strengths	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing	OpenAI-compatible API Multi-model access