Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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VS
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Flux.1 Dev

S-TIER

Hugging Face Inference

Intelligence Score 91/100
Model Popularity 0 votes
Context Window Image
Pricing Model Free / Open
View Provider Analysis →

Gemma 2 9B

A-TIER

Ollama

Intelligence Score 80/100
Context Window 8K tokens
Pricing Model Free / Open
Model Popularity 0 votes
View Provider Analysis →
FINAL VERDICT

Flux.1 Dev Wins

With an intelligence score of 91/100 vs 80/100, Flux.1 Dev outperforms Gemma 2 9B by 11 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Flux.1 Dev
Gemma 2 9B
Context Window
Image 8K tokens
Architecture
Diffusion Transformer
Est. MMLU Score
~85-87% ~75-79%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
300 Requests / hour Hardware limited
Daily Limit
Dependent on global load Unlimited
Capabilities
No specific data
Reasoning
Performance Tier
A-Tier (Excellent) B-Tier (Strong)
Speed Estimate
Medium Medium
Primary Use Case
🎨 Image Generation General Purpose
Model Size
Undisclosed 9B
Limitations
  • Rate limited to ~300 request/hour for free users
  • Models larger than 10GB may not load
  • Cold starts can occur
  • Depends on your RAM/GPU
  • Laptop fans will spin up
  • Large models (70B+) need heavy hardware
Key Strengths
  • Serverless Inference
  • Instant Model Loading
  • Text Generation
  • Local Inference: Data never leaves your device
  • Modelfiles: Script your own system prompts
  • API: Local REST API for app integration

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