What is LLM Stats?
LLM Stats is the go-to place to analyze and compare AI models across benchmarks, pricing and capabilities. Compare model performance easily through our playground and API that gives you access to hundreds of models at once.
Problem
Users currently manually aggregate and compare data on AI models from multiple sources, which leads to time-consuming research, inconsistent benchmarking, and difficulty in assessing cost-performance trade-offs
Solution
A centralized benchmarking platform where users can compare hundreds of AI models via unified API/playground with real-time performance metrics, pricing data, and capability analysis. Examples: Run GPT-4 vs Claude 3 in playground, filter models by accuracy/cost thresholds
Customers
AI developers, ML engineers, and product teams building LLM-powered applications (ages 25-45, tech-savvy professionals conducting weekly model evaluations for production systems)
Unique Features
Only platform combining live inference testing with aggregated benchmark results across 150+ models, featuring auto-updated pricing from major cloud providers and proprietary capability scoring system
User Comments
Saves 10+ hours weekly on model selection
Playground eliminates need for separate API testing
Pricing comparison prevented budget overruns
Missing some niche models
Steep learning curve for new users
Traction
Featured on ProductHunt with 1,200+ upvotes (Top 5 AI product of week), 2,800+ active teams using platform (40% MoM growth), integrates with 7 major cloud providers' model marketplaces
Market Size
The enterprise AI model management market is projected to reach $4.7 billion by 2025 (MarketsandMarkets), with 83% of companies using 3+ foundation models simultaneously (Gartner 2023)
