Battle of the Models

Compare specific LLM models, context windows, and capabilities.

LFM2.5 2.6B

Kilo AI Gateway

Intelligence Score 65/100

Model Popularity 0 votes

Context Window 65K Context

Pricing Model Free / Open

View Provider Analysis →

A-TIER

Nebius (Token Factory)

Intelligence Score 83/100

Context Window Long context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 83/100 vs 65/100, DeepSeek V4 Flash (0731) outperforms LFM2.5 2.6B by 18 points.

Clear Winner: Significant performance advantage for DeepSeek V4 Flash (0731).

HEAD-TO-HEAD

Feature	LFM2.5 2.6B	DeepSeek V4 Flash (0731)
Context Window	65K Context	Long context
Architecture	Transformer	Dense Transformer
Est. MMLU Score	~60-64%	~75-79%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	200 requests/hour per IP on free models (anonymous use allowed)	Dynamic limits (adaptive per 15-minute window, not a fixed RPM)
Daily Limit	Default free models only	Credit-based
Capabilities	No specific data	No specific data
Performance Tier	C-Tier (Good)	B-Tier (Strong)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	General Purpose	⚡ Fast Chat & Apps
Model Size	2.6B	Undisclosed
Limitations	Free capacity and limits can change; verify on the provider site Listed from community submissions - partly verified	$1 credit is small (good for testing) Limited model selection compared to aggregators Beta features may change
Key Strengths	OpenAI-compatible API Multi-model access	Nebius Studio: Interactive playground OpenAI Compatibility: Easy swap Cost Effective: Competitive pricing