AI COMPUTE DATA # AI Infrastructure Data & Benchmarks Prices, benchmarks and sizing for LLM APIs, GPUs, self-hosted models and cloud agents. Updated daily, sources linked, JSON available. Data updated: 2026-11-05 01:31 UTC ## AI infrastructure map TOKEN ### [Token data](https://www.tandiu.cn/en/token-market) 72 models, official API list prices in USD · 61 with public benchmarks [Token prices & benchmarks](https://www.tandiu.cn/en/token-market)[Reseller channel prices](https://www.tandiu.cn/en/channel-prices)[Token price index](https://www.tandiu.cn/en/price-index) OPEN-SOURCE ### [Self-hosting](https://www.tandiu.cn/en/local-deploy) VRAM, GPU count and speed for 22 open-weights models vs. the vendor API · 18 GPU prices [Self-hosting calculator](https://www.tandiu.cn/en/local-deploy)[GPU prices & rental](https://www.tandiu.cn/en/compute) AGENT ### [Agent](https://www.tandiu.cn/en/agents) 46 cloud agents compared by specs and price [Personal Agent review](https://www.tandiu.cn/en/agents) ## PricingAs of 2026-11-05 · CNY prices converted at ¥6.68 per USD [All 72 models →](https://www.tandiu.cn/en/token-market) **Leading models, official list prices**USD per 1M tokens · blended = 75% input + 25% output · score = Artificial Analysis Intelligence Index | US models | Score | Blended | |---|---|---| | Claude Opus 5.5 · Anthropic | 59.1 | $8.00 | | GPT-6 Astra · OpenAI | 56.9 | $20.00 | | Gemini 4 Argon · Google | 50.4 | $4.00 | | Muse Wonder · Meta | 50.1 | $8.00 | | Grok 4.7 · xAI | 35.5 | $3.00 | | Chinese models | Score | Blended | |---|---|---| | Kimi K3.1 Pro · Moonshot AI | 46.5 | $4.00 | | Qwen3.8-Max · Alibaba (Qwen) | 33.7 | $3.00 | | DeepSeek V4.1 Flash · DeepSeek | 32.6 | $0.53 | | GLM-5.3 · Zhipu AI | 31.7 | $2.15 | | MiMo-V2.6-Pro · Xiaomi | 29.9 | $0.54 | ## Agent review31 cloud agents (11 Personal Agents; 15 more on the radar) · specs, USD prices and channels checked daily · newest launches first [All agents →](https://www.tandiu.cn/en/agents) ### [Personal Agent · 2026-10-21Claude DuetClaude Duet is an active AI agent that handles personal tasks in the cloud and proactively reports progress.Free tier / paid from $17Newly discovered](https://www.tandiu.cn/en/agents/anthropic-claude-duet) ### [Personal Agent · 2026-09-29OpenAI DotsOpenAI's always-on Agent: Each Dot has its own cloud computer and browser, can advance multiple projects simultaneously, conduct proactive background research, and receive tasks via 4000+ application plugins, Slack/Teams.Not publishedRolling rollout (Pro / Business Premium, EEA/Switzerland/UK Pro not included yet)](https://www.tandiu.cn/en/agents/openai-dots) ### [Personal Agent · 2026-09-28Cue(Manus)Manus's standalone personal Agent application: Each Agent has its own email, phone number, wallet, and computer, and can collaborate in groups.Free tier / paid from $9.99Early access (invite code)](https://www.tandiu.cn/en/agents/cue) ### [Work Agent · 2026-09-28Manus 2.0General autonomous agent: research, create webpages/PPTs/videos, scheduled and event-triggered automation. Version 2.0 onwards uses Cascade architecture and adds cloud PC.Free tier / paid from $20Live (2.0)](https://www.tandiu.cn/en/agents/manus) ## AI funding703 deals in the last 30 days · US 272 · China 237 · $48.4B disclosed [All deals →](https://www.tandiu.cn/en/funding) ## Largest rounds, last 30 days - 10-29 [CohereCA](https://www.tandiu.cn/en/funding#cohere-20261030)Series E · AI firm **$5B** - 10-07 [LambdaUS](https://www.tandiu.cn/en/funding#lambda-20261007)reported · AI-Computing Startup **$4B** - 10-30 [Kling AICN](https://www.tandiu.cn/en/funding#kling-ai-20261031)Growth · Video AI **~$2.98B** - 10-31 [BasetenUS](https://www.tandiu.cn/en/funding#baseten-20261031)reported · AI inference infrastructure for deploying and scaling machine learning models. **$2B** - 10-10 [Axiom Solutions International, Inc.US](https://www.tandiu.cn/en/funding#axiom-20261010)Undisclosed · Prepares to spin off as an AI Power Infrastructure Company **$2B** - 10-15 [RampUS](https://www.tandiu.cn/en/funding#ramp-20261015)Series G · Fintech startup **$1.85B** ## Latest rounds - 11-05 [Laza MedicalUS](https://www.tandiu.cn/en/funding#laza-medical-20261105)Series B · Advance Intelligent Imaging for Transforming the Cath Lab **~$160M** - 11-05 [Brava SecurityIL](https://www.tandiu.cn/en/funding#brava-security-20261105)Seed · AI SecOps **$15M** - 11-05 [Atmospheric AIGB](https://www.tandiu.cn/en/funding#atmospheric-ai-20261105)Seed · AI to map raw-material supply chains **$10.1M** - 11-05 [FinpilotUS](https://www.tandiu.cn/en/funding#finpilot-20261105)Series A · Brings AI agents to institutional investors. **$10M** - 11-05 [ConlioDE](https://www.tandiu.cn/en/funding#conlio-20261105)Undisclosed · Automates freight finance using AI **EUR 6.4M** - 11-05 [AformicUS](https://www.tandiu.cn/en/funding#aformic-20261105)Seed · Autonomous Industrial Robotics **$6.95M**