Top 25 AI Benchmark Platforms & Model Leaderboards in 2026
Compare the best AI benchmark platforms, coding AI leaderboards, multimodal AI evaluation systems, reasoning benchmarks, and open-source LLM ranking websites.
| Rank |
Leaderboard |
Category |
Best For |
Website |
| 1 |
LMSYS Chatbot Arena |
Human Preference Benchmark |
Blind LLM voting system |
Visit Website |
| 2 |
Arena.ai |
Multi-Modal Arena |
Text, image, webdev AI |
Visit Website |
| 3 |
Artificial Analysis |
AI Performance Benchmark |
Speed and pricing analysis |
Visit Website |
| 4 |
Vellum AI |
Enterprise Benchmark |
Production AI evaluation |
Visit Website |
| 5 |
BenchLM |
Benchmark Aggregator |
Cross-benchmark comparison |
Visit Website |
| 6 |
SWE-bench |
Coding Benchmark |
GitHub issue solving |
Visit Website |
| 7 |
Kilo.ai |
Coding AI Leaderboard |
Developer workflow testing |
Visit Website |
| 8 |
LiveCodeBench |
Competitive Coding Benchmark |
Fresh coding problems |
Visit Website |
| 9 |
Aider AI |
Code Editing Benchmark |
Repository editing |
Visit Website |
| 10 |
BFCL |
Function Calling Benchmark |
API tool execution |
Visit Website |
| 11 |
GAIA Benchmark |
AI Agent Benchmark |
Autonomous workflows |
Visit Website |
| 12 |
Epoch AI |
Capability Tracking |
Frontier AI analysis |
Visit Website |
| 13 |
FrontierMath |
Math Benchmark |
Advanced reasoning |
Visit Website |
| 14 |
GPQA |
Science Benchmark |
Graduate reasoning |
Visit Website |
| 15 |
Humanity's Last Exam |
Advanced Reasoning |
Cross-domain intelligence |
Visit Website |
| 16 |
MATH-500 |
Math Reasoning |
Logical proofs |
Visit Website |
| 17 |
AIME |
Olympiad Benchmark |
Competition math |
Visit Website |
| 18 |
ARC-AGI |
AGI Benchmark |
Pattern abstraction |
Visit Website |
| 19 |
Video-MME |
Video AI Benchmark |
Video reasoning |
Visit Website |
| 20 |
LMMs-Eval |
Vision-Language Evaluation |
Multimodal testing |
Visit Website |
| 21 |
OpenVLM |
Vision AI Leaderboard |
OCR and visual reasoning |
Visit Website |
| 22 |
Hugging Face Open LLM Leaderboard |
Open LLM Benchmark |
Open-source AI ranking |
Visit Website |
| 23 |
Vellum OS |
Open-Weight Benchmark |
Latency and cost tracking |
Visit Website |
| 24 |
ClickRank LLM |
LLM Comparison |
Open vs closed models |
Visit Website |
| 25 |
LLM Stats |
Deployment Benchmark |
Memory and throughput |
Visit Website |
