cn.tandiu/data

up checked 2026-11-11T04:39:16.937Z

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Publisher-provided title

TANDIU AI infrastructure data

Publisher-provided description

Free, no auth. Daily CN AI infra: LLM prices, index, trends, GPU, estimators, agents, PC, funding.

Summary by lookupd

Lets agents query daily Chinese AI infrastructure data: LLM prices, GPU specs, cost estimates, funding rounds and MCP server changes.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http data https://www.tandiu.cn/mcp

Codex, remote (streamable-http)

codex mcp add data --url https://www.tandiu.cn/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "data": {
      "url": "https://www.tandiu.cn/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (16 tools)

Publisher-provided text

about_tandiu_data What data TANDIU publishes, refresh cadence, price basis and how to cite. Call first.
list_llm_prices Official API list prices (USD per 1M tokens) with Artificial Analysis, LiveBench 2.0 and Epoch AI scores for major US and Chinese LLMs. Filter and sort.
cheapest_model_for_score Cheapest models whose benchmark score meets a threshold (absolute or percent of the best score).
get_price_index Chain-linked LLM price index (CN, US or all models), 30-day change, median price and series.
get_llm_price_history Pro (API key required): daily official list-price history per model since July 2026, USD and RMB per 1M tokens, with source URLs. Filter by model, vendor, count
list_price_changes Official list-price cuts/increases observed in daily snapshots, and models newly added to tracking.
estimate_self_hosting VRAM, GPUs needed, single-stream and batched throughput, hardware cost and the vendor's official API price/speed for self-hosting an open-weights model. Omit mo
list_gpu_prices Data-center, workstation and consumer GPUs (B300/B200/H200/H100/H20, Ascend 910B/910C, RTX PRO 6000/5500/5000, RTX 5090/5090D/4090D, L40S/L20): VRAM, bandwidth,
estimate_role_token_budget Monthly token usage and cost for 32 common job roles at light / standard / heavy AI usage, with the best model (any country) and the best Chinese model that mee
estimate_enterprise_ai_cost Monthly AI cost for 10 / 100 / 1,000 / 10,000-person company samples across industries: API (per-role model choice, or the open model's official API) vs self-ho
list_cloud_agents Cloud agents (Personal Agents, Work Agents, hosting platforms) with specs and monthly prices.
recommend_coding_pc Relative speed and tier (best/recommended/minimum/not_advised) of Macs, laptops and desktops for running Codex / Claude Code.
list_ai_funding Funding rounds of AI companies (mainly US and China): company, business, round, amount, valuation, investors, source links. Newest first; filter by region, sect
list_overseas_listings Where Chinese open models (DeepSeek, Qwen, GLM, Kimi, MiniMax, ...) are listed on platforms headquartered outside mainland China: hosting type, regions, input/o
find_mcp Official MCP servers of major US / Chinese / regional companies (payments, maps, finance data, collaboration, cloud, model platforms): transport, auth barrier,
get_mcp_changes Append-only change events of tracked official MCP servers (terms/pricing pages, cross-border reachability, tools, status, directory listing) for the last N days

Details

Version: 0.1.4
Transports: streamable-http
Uptime (7 days): 100%
Median latency: 1575 ms
First indexed: 2026-11-01T08:52:19.409Z
Last seen in registry: 2026-11-01T08:52:19.446Z
Website: https://www.tandiu.cn/en

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