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 UTCAI infrastructure map
Token data
72 models, official API list prices in USD · 61 with public benchmarks
Self-hosting
VRAM, GPU count and speed for 22 open-weights models vs. the vendor API · 18 GPU prices
PricingAs of 2026-11-05 · CNY prices converted at ¥6.68 per USD
| US models | Score | Blended |
|---|---|---|
| Claude Opus 5.5Anthropic | 59.1 | $8.00 |
| GPT-6 AstraOpenAI | 56.9 | $20.00 |
| Gemini 4 ArgonGoogle | 50.4 | $4.00 |
| Muse WonderMeta | 50.1 | $8.00 |
| Grok 4.7xAI | 35.5 | $3.00 |
| Chinese models | Score | Blended |
|---|---|---|
| Kimi K3.1 ProMoonshot AI | 46.5 | $4.00 |
| Qwen3.8-MaxAlibaba (Qwen) | 33.7 | $3.00 |
| DeepSeek V4.1 FlashDeepSeek | 32.6 | $0.53 |
| GLM-5.3Zhipu AI | 31.7 | $2.15 |
| MiMo-V2.6-ProXiaomi | 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
Claude Duet
Claude Duet is an active AI agent that handles personal tasks in the cloud and proactively reports progress.
OpenAI Dots
OpenAI'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.
Cue(Manus)
Manus's standalone personal Agent application: Each Agent has its own email, phone number, wallet, and computer, and can collaborate in groups.
Manus 2.0
General autonomous agent: research, create webpages/PPTs/videos, scheduled and event-triggered automation. Version 2.0 onwards uses Cascade architecture and adds cloud PC.
AI funding703 deals in the last 30 days · US 272 · China 237 · $48.4B disclosed
Largest rounds, last 30 days
- 10-29CohereCASeries E · AI firm$5B
- 10-07LambdaUSreported · AI-Computing Startup$4B
- 10-30Kling AICNGrowth · Video AI~$2.98B
- 10-31BasetenUSreported · AI inference infrastructure for deploying and scaling machine learning models.$2B
- 10-10Axiom Solutions International, Inc.USUndisclosed · Prepares to spin off as an AI Power Infrastructure Company$2B
- 10-15RampUSSeries G · Fintech startup$1.85B
Latest rounds
- 11-05Laza MedicalUSSeries B · Advance Intelligent Imaging for Transforming the Cath Lab~$160M
- 11-05Brava SecurityILSeed · AI SecOps$15M
- 11-05Atmospheric AIGBSeed · AI to map raw-material supply chains$10.1M
- 11-05FinpilotUSSeries A · Brings AI agents to institutional investors.$10M
- 11-05ConlioDEUndisclosed · Automates freight finance using AIEUR 6.4M
- 11-05AformicUSSeed · Autonomous Industrial Robotics$6.95M