Battle of the Models

Compare specific LLM models, context windows, and capabilities.

Flux.1 Dev

S-TIER

Hugging Face Inference

Intelligence Score 91/100

Model Popularity 0 votes

Context Window Image

Pricing Model Free / Open

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Cerebras

Intelligence Score 65/100

Context Window 128K Context

Pricing Model Free / Open

Model Popularity 0 votes

View Provider Analysis →

FINAL VERDICT

With an intelligence score of 91/100 vs 65/100, Flux.1 Dev outperforms Qwen 3.8 27B by 26 points.

Clear Winner: Significant performance advantage for Flux.1 Dev.

HEAD-TO-HEAD

Feature	Flux.1 Dev	Qwen 3.8 27B
Context Window	Image	128K Context
Architecture	Diffusion	Transformer (Open Weight)
Est. MMLU Score	~85-87%	~60-64%
Release Date	2024	2024
Pricing Model	Free Tier	Free Tier
Rate Limit (RPM)	300 Requests / hour	5 RPM, 30K uncached / 90K total TPM, 1M tokens per hour and per day (Free Trial)
Daily Limit	Capped by monthly credit, not a flat request count	1M tokens/day
Capabilities	No specific data	No specific data
Performance Tier	A-Tier (Excellent)	C-Tier (Good)
Speed Estimate	Medium	⚡ Very Fast
Primary Use Case	🎨 Image Generation	General Purpose
Model Size	Undisclosed	27B
Limitations	Rate limited to ~300 request/hour for free users Models larger than 10GB may not load Cold starts can occur	Rate limited on free tier (30 RPM) Daily token cap of 1M tokens
Key Strengths	Serverless Inference Instant Model Loading Text Generation	Instant Token Generation Wafer-Scale Engine Speed OpenAI API Compatibility