Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Solar Pro

Upstage

Intelligence Score 77/100
Model Popularity 0 votes
Context Window 32K tokens
Pricing Model Commercial / Paid

Snoozy

GPT4All

Intelligence Score 65/100
Context Window Local
Pricing Model Free / Open
Model Popularity 0 votes
FINAL VERDICT

Solar Pro Wins

With an intelligence score of 77/100 vs 65/100, Solar Pro outperforms Snoozy by 12 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
Solar Pro
Snoozy
Context Window
32K tokens Local
Architecture
Transformer Transformer
Est. MMLU Score
~70-74% ~60-64%
Release Date
2024 2024
Pricing Model
Paid / Commercial Free Tier
Rate Limit (RPM)
60 RPM Hardware dependent
Daily Limit
Credit-based Unlimited
Capabilities
Reasoning
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed Undisclosed
Limitations
  • Credits expire after 3 months
  • Focus on document processing
  • Smaller context window (32k)
  • Slower than GPU inference
  • Limited to supported quantized formats
  • UI is basic
Key Strengths
  • Solar Architecture: Depth-Up-Scaling
  • Specialized in OCR and Document Parse
  • Translation capabilities (KO/EN/JA)
  • LocalDocs: Chat with your files privately
  • Nomic Embed Text: High quality embeddings
  • CPU Optimized (AVX2)

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