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Data store

The MachineLabs data store

Specific, documented datasets for analytics, research and model training — global coverage, one-time purchase, delivered within 24 hours.

13 datasetsSchema & sample includedDelivered within 24 hours
E-commerce & Retail

Quick-Commerce Stock & ETA Index

Half-hourly stock, delivery-time and price snapshots from 900 dark stores in 14 cities.

Records
58M store × SKU snapshots
Refresh
Every 30 minutes · monthl…
Parquet CSV
$349 one-time
E-commerce & Retail

Consumer Electronics Price & Demand Panel

24 months of matched prices, sales rank and review velocity for 120K SKUs across six marketplaces.

Records
120K SKUs · 24 months daily
Refresh
Daily observations · mont…
Parquet CSV
$249 one-time
AI & LLM

LLM Pricing & Capability Tracker

Daily snapshots of 180+ hosted and open models: prices, context windows, limits and benchmark scores.

Records
180+ models · daily since Jan 2024
Refresh
Daily capture · monthly d…
CSV JSONL Parquet
$99 one-time
AI & LLM

RAG Evaluation Benchmark — Enterprise Documents

12,400 questions over real enterprise documents with gold passages, hard negatives and unanswerable cases.

Records
12.4K questions · 480K passages
Refresh
Static release (v2026.1)
JSONL Parquet
$199 one-time
AI & LLM

Multilingual Assistant Conversations with Tool Calls

60K synthetic dialogues in six languages with function-call traces, tool schemas and realistic failure cases.

Records
60K dialogues · 214K tool calls
Refresh
Static release (v2026.1)
JSONL (chat + too… Parquet
$299 one-time
Computer Vision

Invoice & Receipt Document AI — 9 Tax Regimes

30K synthetic invoices, receipts and bills from nine tax regimes with field-level bounding boxes.

Records
30K documents + annotations
Refresh
Static release (v2026.1)
PNG & PDF + COCO… CSV
$249 one-time
Jobs & Talent

AI Hiring Signals — Stacks, Salaries, Seniority

740K job postings that mention AI tooling, normalised by stack, seniority and salary in USD.

Records
740K postings · 36 countries
Refresh
Monthly refresh
CSV JSON Parquet
$179 one-time
E-commerce & Retail

Product Defect & Returns Review Corpus

1.1M product reviews labeled to a 46-class defect taxonomy in seven languages.

Records
1.1M labeled reviews
Refresh
Static release (v2026.2)
JSONL CSV
$149 one-time
Computer Vision

Retail Shelf & Out-of-Stock Vision Set

42K shelf photographs with 1.3M product boxes, out-of-stock gaps and planogram compliance labels.

Records
42K images · 1.3M boxes
Refresh
Static release (v2026.1)
JPG + COCO & YOLO…
$399 one-time
Business & Firmographics

Tech Stack & Vendor Migration Signals

Quarterly technology snapshots for 900K company domains, with the vendor switches detected between them.

Records
900K domains · 11 quarters
Refresh
Quarterly refresh
CSV Parquet
$229 one-time
Supply Chain & Logistics

Container Freight Rate & Port Congestion Index

Weekly spot rates for 180 trade lanes with port dwell times and schedule reliability.

Records
180 lanes · weekly since 2019
Refresh
Weekly refresh
CSV Parquet
$189 one-time
Healthcare & Life Sciences

Clinical Trial Sites & Recruitment Status

Site-level recruitment status and enrolment velocity for 61K trials, compiled from public registries.

Records
61K trials · 420K sites
Refresh
Weekly refresh
CSV JSON
$159 one-time
Real Estate

Residential Rental Yield Panel — 24 Global Metros

Matched sale and rental listings across 24 metros, normalised to comparable gross yields in USD.

Records
1.4M listings · 24 metros
Refresh
Monthly refresh
CSV Parquet GeoJSON
$139 one-time

Need data that is not listed?

We build custom datasets from the sources, fields and refresh schedule you define — usually quoted within one business day.

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