Farmgpu

FarmGPU (Haystack fleet telemetry platform) — Workload-classified GPU fleet telemetry: a catalog of 50,000+ distinct GPU workloads over a 90-day window, each a ~100-field profile joining hardware telemetry (utilisation, memory, power draw, temperature, NVLink, ECC error counts) with container-level metrics and an LLM-assigned semantic workload label derived from image name, metric shape, and GitHub/Docker Hub repo lookup. Uniquely, it pairs measured utilisation with what is actually running and why — a demand-composition and efficiency asset rather than another price feed — plus a quantified …

Farmgpu offers (Alternative, Supply Chain, Geospatial) — 50,000+ cataloged workloads × ~100 fields per profile ≈ 5M+ field-level observations over 90 days, across 5,000+ unique container images; underlying DCGM + cAdvisor + Node Exporter time series at Prometheus scrape resolution (typically 15-60s) per GPU per node, so the raw metric volume is orders of magnitude larger than the catalogued profile layer; plus 11 dashboard views and CSV/JSON export.

Ground-truth AI demand composition — the observed workload mix (development 36%, image generation 18%, inference 9%, video generation 6%, fine-tuning 2.5%, training 0.4%) is a direct measurement of where accelerator capacity actually goes, a leading indicator for whether AI spend is shifting from experimentation to production inference; fleet efficiency benchmarking and an utilisation-based efficiency score for data-centre operators; inference-vs-training ratio as an AI-monetisation signal tradable against AI-infrastructure equities; electricity and cooling intensity modelling via power and temperature telemetry per workload type; ECC-error and thermal-failure forensics as a hardware-reliability dataset for accelerator vendors and insurers; GPU waste/spend-reduction auditing; and residual-value and utilisation-underwriting inputs for GPU-collateralised lending, where measured utilisation is the missing variable in terminal-value assumptions.

Coverage spans US; IT Consulting & Other Services, Financial Exchanges & Data; alternative, supply_chain, geospatial; equities, fixed_income.

The supplier's own access route is a contact form. Request a sample through Brickroad to start.