28 articles in this category
The Akash GPU utilisation figure circulating in DePIN research traces to a single blog post from October 2024 that says 74% in its title and 79% in its body, with no source and no denominator. Akash's own API returns 56.6% today. Here is the full daily series and the one command that checks it.
Where to get free DePIN network data in 2026 — the honest
**Live data:** Streamr (DATA) live telemetry · DEPIN (DEPIN) live telemetry — every value with source, as_of and a verify...
Infrastructure telemetry is the scarcest and most valuable DePIN data — the actual measurement of nodes, GPUs, and storage. Only 296 of 800 cataloged networks have it, which is exactly why it's a moat.
The DePIN data map has a hard edge. Of 800 cataloged networks, only 327 carry live data, and only 296 have first-party telemetry. Here is where data exists, where it's missing, and why naming the gaps is part of the service.
DePIN analytics is the discipline of turning raw chain data and telemetry into investment decisions. Here is the pipeline: collect from 69 sources, normalize 327 networks into canonical metrics, and anchor every number to its source.
DePIN telemetry is the raw measurement of physical infrastructure: active nodes, deployed compute, real storage. Here is how we collect first-party supply data from 296 networks across 69 sources, normalize it, and prove it hasn't been tampered with.
DePIN intelligence is more than market caps and token prices. It is verifiable telemetry from physical infrastructure — compute, storage, bandwidth, sensors — normalized into one canonical schema. Here is how we read 327 networks from 69 sources and anchor every number to its source.
Most DePIN tokens have no underlying revenue. Protocol fees — real economic activity read from chain state — separate the networks that earn from the ones that just hold a token. Here is how we track them.
DePIN infrastructure telemetry is a rich and largely untapped AI training signal. With 10,706 live series across 327 networks, here is what you can build — and why verifiable data beats scraped data for training.
On August 9 our daily snapshot showed 127 of 423 Akash GPUs leased — 30.0%. Today Akash's own API reports 212 of 440 active — 48.2%. The denominator barely moved. This is a demand ramp, and here is exactly how to check it yourself.
7,498 registered nodes, 443 online, 1,364 of 198,523 registered CPU cores in use. We re-measured ThreeFold's grid today, publish both denominators, and show you the exact URLs to check it yourself.