Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Gemma 2 (Any Size)

LM Studio

Intelligence Score 65/100
Model Popularity 0 votes
Context Window Varies
Pricing Model Free / Open

GPT-4o (via routing)

S-TIER

Requesty

Intelligence Score 92/100
Context Window 128K
Pricing Model Commercial / Paid
Model Popularity 0 votes
FINAL VERDICT

GPT-4o (via routing) Wins

With an intelligence score of 92/100 vs 65/100, GPT-4o (via routing) outperforms Gemma 2 (Any Size) by 27 points.

Clear Winner: Significant performance advantage for GPT-4o (via routing).
HEAD-TO-HEAD

Detailed Comparison

Feature
Gemma 2 (Any Size)
GPT-4o (via routing)
Context Window
Varies 128K
Architecture
Transformer Transformer (Proprietary)
Est. MMLU Score
~60-64% ~85-87%
Release Date
2024 May-Nov 2024
Pricing Model
Free Tier Paid / Commercial
Rate Limit (RPM)
Hardware limited 60 RPM
Daily Limit
Unlimited Credit-based
Capabilities
Reasoning
Vision
Performance Tier
C-Tier (Good) A-Tier (Excellent)
Speed Estimate
Medium Medium
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed ~1.8T (estimated)
Limitations
  • Closed source application
  • Large downloads
  • Hardware dependent performance
  • Requires underlying provider API keys
  • Free credit amount is limited
  • Routing adds minimal latency
Key Strengths
  • Model Discovery: Built-in search of HuggingFace
  • GGUF Support: Optimized quantized models
  • GPU Offload: Mix CPU/GPU layers
  • AI Router: automatic provider failover
  • Prompt caching for cost savings
  • Multi-provider load balancing

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