DePIN first-party telemetry: what moved on 2026-09-23
_Corrected 2026-10-07: an earlier version of this post listed 3 row(s) of DEX trading data from aggregators (GeckoTerminal, DexScreener) as first-party telemetry. Those are market data, not readings from the network itself, and have been removed; the counts above the table were recomputed._
7 first-party metrics moved more than 2% in the last 24 hours, on 6 of the networks we read first-party. These are readings from each network's own API or chain — no aggregator numbers, nothing modelled, nothing back-filled.
| Network | Metric | 24h ago | Now | Change | Source | as_of |
|---|---|---|---|---|---|---|
| FET | unbonding_validators | 1 | 5 | +400.0% | cosmos_lcd | 2026-09-23T05:41:16Z |
| ARKEO | unbonding_validators | 1 | 4 | +300.0% | cosmos_lcd | 2026-09-23T05:43:17Z |
| SN13 | SUBNET_ACTIVE_NEURONS | 10 | 39 | +290.0% | subtensor_rpc | 2026-09-23T00:07:01Z |
| AUKI | token_transfers_total | 37 | 127 | +243.2% | evm_blockscout | 2026-09-22T23:37:01Z |
| IO | devices_l40_active | 1 | 3 | +200.0% | first_party_api | 2026-09-23T05:34:01Z |
| GAI | token_transfers_total | 1 | 3 | +200.0% | evm_blockscout | 2026-09-22T11:37:02Z |
| IO | devices_l40_total | 1 | 3 | +200.0% | first_party_api | 2026-09-23T05:34:01Z |
How to check any row yourself
Every value is served with its own provenance. One call returns the same numbers with the upstream URL attached:
curl -s "https://kairossignal.com/v1/supply?network=FET" | head -40
The free tier returns a rotating sample of the networks with live supply telemetry; the $0.49 depin_provenance snapshot covers all of them.
What this is and is not
This is a descriptive record of what the upstream endpoints reported over one day.
It is not a forecast, not a recommendation, and not a claim about what any number
will do next. A metric can move because supply changed, because demand changed, or
because the network changed how it reports — the source and as_of columns are
there so you can go and find out which.