Real-traffic AI product rankings · Full-dimensional ecosystem coverage · Updated monthly
Monthly reports · Industry insights · Product analyses · Growth trends
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.
Global AI-tool visits held flat (+0.03% MoM) in April; only General AI and Characters&Fun grew among 12 categories. Claude surged again +34.2% to 823M; ChatGPT dipped for the first time -3.8%; Gemini/ChatGPT ratio broke below 2×; 3D-gen newcomer Meshy.ai crossed 18M visits.
March visits across 19,832 tracked AI sites reached 15.56B (+14.3% MoM); 11 of 12 categories accelerated, Claude doubled to global #4, and Chinese dev-platforms entered the +100% club.
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.
