Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Step 3.7 Flash

A-TIER

Routeway

Intelligence Score 83/100
Model Popularity 0 votes
Context Window See provider
Pricing Model Free / Open

Llama 3 8B Quant

GPT4All

Intelligence Score 71/100
Context Window Local
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

Step 3.7 Flash Wins

With an intelligence score of 83/100 vs 71/100, Step 3.7 Flash outperforms Llama 3 8B Quant by 12 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Step 3.7 Flash
Llama 3 8B Quant
Context Window
See provider Local
Architecture
Transformer Transformer (Open Weight)
Est. MMLU Score
~75-79% ~65-69%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
5 RPM (community submission) Hardware dependent
Daily Limit
200 requests/day Unlimited
Capabilities
No specific data
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
⚡ Very Fast ⚡ Very Fast
Primary Use Case
⚡ Fast Chat & Apps General Purpose
Model Size
Undisclosed 8B
Limitations
  • Free capacity and limits can change; verify on the provider site
  • Listed from community submissions - partly verified
  • Slower than GPU inference
  • Limited to supported quantized formats
  • UI is basic
Key Strengths
  • OpenAI-compatible API
  • Multi-model access
  • LocalDocs: Chat with your files privately
  • Nomic Embed Text: High quality embeddings
  • CPU Optimized (AVX2)

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