Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Gemma 2 9B

A-TIER

Ollama

Intelligence Score 80/100
Model Popularity 0 votes
Context Window 8K tokens
Pricing Model Free / Open

Qwen3.5 397B A17B

Nebius (Token Factory)

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

Gemma 2 9B Wins

With an intelligence score of 80/100 vs 65/100, Gemma 2 9B outperforms Qwen3.5 397B A17B by 15 points.

Clear Winner: Significant performance advantage for Gemma 2 9B.
HEAD-TO-HEAD

Detailed Comparison

Feature
Gemma 2 9B
Qwen3.5 397B A17B
Context Window
8K tokens Long context
Architecture
Transformer Transformer (Open Weight)
Est. MMLU Score
~75-79% ~60-64%
Release Date
2024 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Hardware limited 60 RPM
Daily Limit
Unlimited Credit-based
Capabilities
Reasoning
No specific data
Performance Tier
B-Tier (Strong) C-Tier (Good)
Speed Estimate
Medium ⚡ Very Fast
Primary Use Case
General Purpose General Purpose
Model Size
9B 397B
Limitations
  • Depends on your RAM/GPU
  • Laptop fans will spin up
  • Large models (70B+) need heavy hardware
  • $1 credit is small (good for testing)
  • Limited model selection compared to aggregators
  • Beta features may change
Key Strengths
  • Local Inference: Data never leaves your device
  • Modelfiles: Script your own system prompts
  • API: Local REST API for app integration
  • Nebius Studio: Interactive playground
  • OpenAI Compatibility: Easy swap
  • Cost Effective: Competitive pricing

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