Battle of the Models

Compare specific LLM models, context windows, and capabilities.

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Llama 4 Scout 17B

A-TIER

Cloudflare Workers AI

Intelligence Score 87/100
Model Popularity 0 votes
Context Window 131K Context
Pricing Model Free / Open
View Provider Analysis →

Gemma 4 31B (preview)

SambaNova Cloud

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

Llama 4 Scout 17B Wins

With an intelligence score of 87/100 vs 65/100, Llama 4 Scout 17B outperforms Gemma 4 31B (preview) by 22 points.

Clear Winner: Significant performance advantage for Llama 4 Scout 17B.
HEAD-TO-HEAD

Detailed Comparison

Feature
Llama 4 Scout 17B
Gemma 4 31B (preview)
Context Window
131K Context Long context
Architecture
Transformer (Open Weight) Transformer
Est. MMLU Score
~80-84% ~60-64%
Release Date
2026 (Latest) 2024
Pricing Model
Free Tier Free Tier
Rate Limit (RPM)
Varies by model Varies by model
Daily Limit
10,000 neurons/day Dependent on credits
Capabilities
No specific data
No specific data
Performance Tier
A-Tier (Excellent) C-Tier (Good)
Speed Estimate
⚡ Very Fast Medium
Primary Use Case
General Purpose General Purpose
Model Size
17B 31B
Limitations
  • 10,000 neurons/day cap (varies per model)
  • Larger models consume more neurons per request
  • No fine-tuning support
  • Free credits are one-time for new users
  • Context window varies by model (8k - 128k)
  • Rate limits apply to free tier
Key Strengths
  • Edge inference: runs closest to user
  • 50+ models: LLM, image gen, classification, speech
  • Workers integration for serverless apps
  • SambaNova SN40L RDU Chip
  • Dataflow Architecture
  • Record-Breaking Speed

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