Real-traffic AI product rankings · Full-dimensional ecosystem coverage · Updated monthly
Monthly reports · Industry insights · Product analyses · Growth trends
Across ~70 booths in the H4 industry-application street, the busiest theme was niche-vertical AI agents — beyond content creation and audio/video generation, there were plenty of products for smart office, research, user-interview and legal work.
OpenAI ships the GPT-5.6 family (Sol / Terra / Luna) exactly one month after Claude Fable 5 / Mythos 5.
One ruler for 20 high-traffic frontier LLMs: Chinese models average ~6–9x cheaper than US ones — yet input dwarfs output by tens of times and cache covers 50–94% of input, so the bill is driven by input & cache pricing, not the headline output price. Full price × token-structure table and a cost-formula breakdown included.
One ruler for all three: OpenAI is the scale king (5.57B web visits + 96.4M app downloads, #1 on both charts); Anthropic the growth king (claude.ai +896% YoY, ~10x in a year); Google the matrix king (438 models tracked). Combined web visits hit 9.42B/month, split 59 : 31 : 10 — the pie grows, the cut shifts.
AlphaMoat is a real-traffic-driven platform for analyzing and understanding the global AI ecosystem. We aggregate monthly data across AI website traffic, app downloads, browser-extension installs, LLM pricing and benchmarks, and Claude skills — helping investors and founders grasp the landscape and trends at a glance.
