A
licenseA
qualityB
maintenanceGlobal price benchmarking for AI inference across 2,600+ SKUs from 47 vendors. Query live pricing, market indexes, and model specs via 8 tools. Free tier available.
8
60 npm
MIT
TANDIU AI infrastructure data
by cn.tandiu
Server Details
Read-only LLM API prices, benchmarks, price index, GPU self-hosting sizing and cloud agent data.
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- Status
- Healthy
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-06-18
- URL
TDQS
Score is being calculated.
Available Tools
9 toolsabout_tandiu_dataOverview of TANDIU datasetsRead-onlyIdempotentInspect
What data TANDIU publishes, refresh cadence, price basis and how to cite. Call first.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
cheapest_model_for_scoreCheapest model at a benchmark scoreRead-onlyIdempotentInspect
Cheapest models whose benchmark score meets a threshold (absolute or percent of the best score).
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| metric | No | ||
| country | No | ||
| min_score | No | ||
| min_percent_of_top | No |
estimate_self_hostingSelf-hosting sizingRead-onlyIdempotentInspect
VRAM, GPUs needed, speed and hardware cost to self-host an open-weights model. Omit model to list available models.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| gpus | No | gpu ids, e.g. h100_sxm, h20, l20, ascend910b, rtx5090d | |
| model | No |
get_price_indexLLM price indexRead-onlyIdempotentInspect
Chain-linked LLM price index (CN, US or all models), 30-day change, median price and series.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| group | No | ||
| since | No | YYYY-MM-DD |
list_ai_fundingAI funding roundsRead-onlyIdempotentInspect
Funding rounds of AI companies (mainly US and China): company, business, round, amount, valuation, investors, source links. Newest first; filter by region, sector, company/investor name, date or minimum amount.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | No | company, product or investor name | |
| since | No | YYYY-MM-DD | |
| region | No | ||
| sector | No | ||
| sort_by | No | ||
| min_amount_usd | No |
list_cloud_agentsCloud agents comparedRead-onlyIdempotentInspect
Cloud agents (one persistent agent per person, team agents, hosting platforms) with specs and monthly prices.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| kind | No | ||
| limit | No | ||
| query | No |
list_llm_pricesLLM API prices and benchmarksRead-onlyIdempotentInspect
Official API list prices (USD per 1M tokens) with Artificial Analysis, LiveBench and Epoch AI scores for major US and Chinese LLMs. Filter and sort.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| query | No | substring of model name | |
| vendor | No | ||
| country | No | US, CN or another ISO code | |
| sort_by | No |
list_price_changesRecorded LLM price changesRead-onlyIdempotentInspect
Official list-price cuts/increases observed in daily snapshots, and models newly added to tracking.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| limit | No | ||
| since | No | YYYY-MM-DD, default last 90 days | |
| min_change_pct | No |
recommend_coding_pcComputers for AI coding agentsRead-onlyIdempotentInspect
Relative speed and tier (best/recommended/minimum/not_advised) of Macs, laptops and desktops for running Codex / Claude Code.
ParametersJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| tier | No | ||
| query | No | ||
| category | No |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
1 tool update
- Added
list_ai_funding
8 tool updates
- First observed
about_tandiu_data - First observed
cheapest_model_for_score - First observed
estimate_self_hosting - First observed
get_price_index - First observed
list_cloud_agents - First observed
list_llm_prices - First observed
list_price_changes - First observed
recommend_coding_pc
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