Name: Model Index AI Model Rankings
Creator: Model Index
License: https://ai-market-cap.pages.dev/methodology

Question 1

What is the best AI coding model in 2026?

Accepted Answer

According to Model Index rankings, Claude Opus 4.6 Thinking by Anthropic currently leads the coding category with a composite score of 92.24, followed by Claude Opus 4.6 (92.06) and Claude Sonnet 4.6 (84.06). Rankings are updated hourly using data from LMArena, OpenRouter, HuggingFace, GitHub, and Google Trends.

Question 2

What is the best AI chat model in 2026?

Accepted Answer

Gemini 3.1 Pro by Google leads the chat category with a composite score of 89.58, followed by Gemini 3 Flash (82.24) and GPT-5.4 High (82.17). These rankings reflect real-time data from six independent data sources.

Question 3

How does Model Index rank AI models?

Accepted Answer

Model Index uses a composite scoring methodology that aggregates signals from six independent data sources: LMArena ELO scores, OpenRouter usage data, HuggingFace download counts, GitHub repository activity, Google Trends search interest, and Reddit community mentions. Each signal is normalized and weighted to produce a 0-100 composite score. Rankings are recomputed hourly.

Question 4

How many AI models does Model Index track?

Accepted Answer

Model Index currently tracks over 7,000 AI models from 2,400+ providers across 15 categories including coding, chat, image generation, video, audio, multimodal, search, voice, sales, vibe-coding, marketing, IDE tools, and more.