Battle of the Models

Compare specific LLM models, context windows, and capabilities.

No matches found
VS
No matches found

SDXL

A-TIER

Lepton AI

Intelligence Score 84/100
Model Popularity 0 votes
Context Window Image
Pricing Model Commercial / Paid
View Provider Analysis →

Llama 3.1 405B Instruct

S-TIER

DeepInfra

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

Llama 3.1 405B Instruct Wins

With an intelligence score of 92/100 vs 84/100, Llama 3.1 405B Instruct outperforms SDXL by 8 points.

HEAD-TO-HEAD

Detailed Comparison

Feature
SDXL
Llama 3.1 405B Instruct
Context Window
Image 128K
Architecture
Transformer Transformer (Open Weight)
Est. MMLU Score
~75-79% ~85-87%
Release Date
2024 Jul 2024
Pricing Model
Paid / Commercial Paid / Commercial
Rate Limit (RPM)
60 RPM 60 RPM (varies by model)
Daily Limit
Credit-based Credit-based (no daily cap)
Capabilities
No specific data
Reasoning
Performance Tier
B-Tier (Strong) A-Tier (Excellent)
Speed Estimate
Medium 🐢 Slower (Reasoning)
Primary Use Case
General Purpose General Purpose
Model Size
Undisclosed 405B
Limitations
  • Credits needed for production volume
  • Smaller model selection than aggregators
  • Focus on deployment over just API
  • $5 credit is one-time only
  • Credits expire after 90 days
  • Rate limits vary by model
Key Strengths
  • Standard OpenAI-compatible APIs
  • Deploy custom models with one command
  • High throughput optimization
  • OpenAI-compatible API (drop-in replacement)
  • 40+ open-source models hosted
  • Fast inference with optimized serving

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