Flux (FLUX) — the network, measured

Generated 2026-10-17T04:41:07Z from live ClickHouse queries against this estate's ledger. Held inventory: 67,925 observations · 72 distinct series · 5 upstream sources · first row 2026-08-09 23:08:53 · newest row 2026-10-17 04:26:04 · 67,925/67,925 rows carry a verify_url. 63 series refreshed in the last 24h (1,512 fresh rows). Nothing on this page is cached, estimated, or remembered.

What this page is. One network — Flux, the compute-deployment network catalog category compute — packaged as a read-only product page. It reports what the network's own endpoints (and named market references) answered and when. It does not forecast, rank investment merit, or advise. Where a metric has a measurement caveat, the caveat ships with the metric — the three-upstream node-count disagreement and the read-time-derived allocation percentages are declared below.

Provenance — where every number comes from

5 source families feed this network's ledger. Every row they wrote carries its own source, as_of and verify_url; this table is the live rollup of that.

SourceRows heldSeriesRows w/ verify_url Window (UTC)Sample origin
CoinGecko /coins/markets30,2162430,2162026-08-22 13:21:20 → 2026-10-17 03:51:53sample origin ↗
flux_api14,8961114,8962026-08-09 23:08:53 → 2026-10-17 04:23:02sample origin ↗
flux_first_party_util13,9701113,9702026-08-24 19:52:31 → 2026-10-17 04:26:04sample origin ↗
runonflux_api8,466178,4662026-09-25 22:17:19 → 2026-10-17 03:51:01sample origin ↗
github37793772026-08-09 23:42:07 → 2026-10-15 18:29:01sample origin ↗

30-day history — headline series (daily last-value, live)

One row per series: latest value, a 30-day sparkline of daily last-known values (scaled to the series' own min→max), day count, and window change. Series absent from the 30-day window are omitted from this table, not zero-filled.

SeriesLatest30-day shapeDays held 30d changeWindow & provenance
node_count7,030 nodes▁▁▁▂▃▃▃▃▃▃▄▃▄▅▅▆▆▆▇▇▇▇████▇▆▇▇▇31+11.2%2026-09-17 → 2026-10-17 via flux_api · origin ↗
nodes_benchmarked6,951 nodes▁▁▂▂▃▃▂▄▃▃▄▃▄▅▅▆▆▆▇▇▇▇████▇▆▇▇▇31+11.9%2026-09-17 → 2026-10-17 via flux_first_party_util · origin ↗
node_cores_total58,058 cores▁▁▁▂▃▃▃▄▃▃▄▄▄▅▅▆▆▆▇▇▇▇████▇▇▇██31+13.0%2026-09-17 → 2026-10-17 via flux_first_party_util · origin ↗
app_cores_allocated7,386.9 cores██▇▇▇▆▆▆▆▅▅▄▃▃▃▂▂▂▂▁▁▁▁▁▁▁▂▂▃▃▃31-10.5%2026-09-17 → 2026-10-17 via flux_first_party_util · origin ↗
price_usd0.0784 usd▁▂▂▂▃▄▄▄▄▅▅▄▃▅▅▅▅▆▇▇▆▅▇▇█▇▇▆▆▅▆31+47.0%2026-09-17 → 2026-10-17 via CoinGecko /coins/markets · origin ↗
market_cap_usd33,085,276 usd▁▂▂▂▂▄▄▄▄▅▅▄▃▅▅▅▅▆▇▇▆▅▇▇█▇▇▆▆▆▆31+47.5%2026-09-17 → 2026-10-17 via CoinGecko /coins/markets · origin ↗
volume_24h_usd4,576,813 usd▂▂▂▂▃▄▅▃▂▂▂▃▃▃▂▂▁▁▄█▄▄▄▃▄▅▃▃▃▂▂31+44.4%2026-09-17 → 2026-10-17 via CoinGecko /coins/markets · origin ↗
circulating_supply421,871,854.4991 tokens▁▁▁▂▂▂▂▃▃▃▃▃▃▄▄▅▅▅▅▅▆▆▆▇▇▇▇████31+0.6%2026-09-17 → 2026-10-17 via CoinGecko /coins/markets · origin ↗
total_supply421,901,450.4991 tokens▁▁▁▂▂▂▂▃▃▃▃▄▄▄▄▅▅▅▅▆▆▆▆▇▇▇▇▇███31+0.6%2026-09-17 → 2026-10-17 via CoinGecko /coins/markets · origin ↗
dev_stars249 stars▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁24+0.0%2026-09-17 → 2026-10-15 via github · origin ↗

First-party utilization — Flux's own endpoints, read by this estate

What the benchmarked Flux fleet totals (cores, memory, storage) and what the network's deployed global apps have allocated, read directly from Flux's public APIs (api.runonflux.io, stats.runonflux.io) by this estate's first-party collector. The *_ALLOCATION_PCT rows are derived at read time (allocated ÷ fleet total); both operand series are on this page, so the division is reproducible by any buyer. Fresh rows in every one of the last 10+ days.

MetricLatestRows (30d) As of (UTC)Verify
apps_spec_coverage_pct45.4963 percent7112026-10-17 04:26:04origin ↗
app_cores_allocated7,386.9 cores7112026-10-17 04:26:04origin ↗
app_memory_bytes_allocated13,359,714,926,592 bytes7112026-10-17 04:26:04origin ↗
app_storage_bytes_allocated130,128,000,000,000 bytes7112026-10-17 04:26:04origin ↗
cores_allocation_pct12.7233 percent7112026-10-17 04:26:04origin ↗
memory_allocation_pct6.3613 percent7112026-10-17 04:26:04origin ↗
nodes_benchmarked6,951 nodes7112026-10-17 04:26:04origin ↗
node_cores_total58,058 cores7112026-10-17 04:26:04origin ↗
node_memory_bytes_total210,016,062,459,085.2188 bytes7112026-10-17 04:26:04origin ↗
node_storage_bytes_total3,431,489,330,000,000 bytes7112026-10-17 04:26:04origin ↗
storage_allocation_pct3.7922 percent7112026-10-17 04:26:04origin ↗

Node counts — three upstreams, three denominators, declared

Flux's own endpoints disagree about "how many nodes", because each counts a different thing: the deterministic daemon list (viewdeterministiczelnodelist) reports the chain-registered node set with per-tier splits (cumulus/nimbus/stratus); getzelnodecount reports stable/ipv4/ipv6/onion confirmations; and stats.runonflux.io's fluxinfo projection reports "arcane" (5,839) and "reporting" (6,481) denominators. They are never summed, averaged, or reconciled into a single invented number — each row is shown as held, with its own provenance. Only node_count (the deterministic daemon-list total) is graded cross-network (nodes_total, unit-verified).

MetricLatestSource As of (UTC)Verify
nodes_benchmarked6,951 nodesflux_first_party_util2026-10-17 04:26:04origin ↗
node_count7,030 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_arcane6,602 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_cumulus3,487 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_ipv47,018 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_ipv60 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_latest_version6,934 [email protected]flux_api2026-10-17 04:23:02origin ↗
node_count_nimbus1,672 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_onion0 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_reporting7,034 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_stable7,030 nodesflux_api2026-10-17 04:23:02origin ↗
node_count_stratus1,871 nodesflux_api2026-10-17 04:23:02origin ↗
node_countries57 countriesrunonflux_api2026-10-17 03:51:01origin ↗

Market reference — CoinGecko coin page, as held

Market-data reference rows: price, supply, capitalisation, and the published change columns. These are the coin-page reference's own numbers — the estate does not model, smooth, or forward-fill them. Flux's CoinGecko coin id is zelcash (the historical ZelCash lineage — visible in every verify_url below and stated, not hidden).

MetricLatestAs of (UTC)Verify
circulating_supply421,871,854.4991 tokens2026-10-17 03:51:53origin ↗
fully_diluted_valuation_usd33,087,5972026-10-17 03:51:53origin ↗
market_cap_change_24h_pct1.3663 percent2026-10-17 03:51:53origin ↗
market_cap_change_24h_usd445,9512026-10-17 03:51:53origin ↗
market_cap_rank620 rank2026-10-17 03:51:53origin ↗
market_cap_usd33,085,2762026-10-17 03:51:53origin ↗
max_supply440,000,000 tokens2026-10-17 03:51:53origin ↗
price_ath_usd3.332026-10-17 03:51:53origin ↗
price_atl_usd0.01642026-10-17 03:51:53origin ↗
price_change_14d_pct6.2567 percent2026-10-17 03:51:53origin ↗
price_change_1h_pct1.1056 percent2026-10-17 03:51:53origin ↗
price_change_1y_pct-38.9862 percent2026-10-17 03:51:53origin ↗
price_change_200d_pct44.979 percent2026-10-17 03:51:53origin ↗
price_change_24h_pct1.3457 percent2026-10-17 03:51:53origin ↗
price_change_24h_usd0.0012026-10-17 03:51:53origin ↗
price_change_30d_pct45.7891 percent2026-10-17 03:51:53origin ↗
price_change_7d_pct-6.6571 percent2026-10-17 03:51:53origin ↗
price_from_ath_pct-97.642 percent2026-10-17 03:51:53origin ↗
price_from_atl_pct378.075 percent2026-10-17 03:51:53origin ↗
price_high_24h_usd0.08052026-10-17 03:51:53origin ↗
price_low_24h_usd0.07612026-10-17 03:51:53origin ↗
price_usd0.07842026-10-17 03:51:53origin ↗
total_supply421,901,450.4991 tokens2026-10-17 03:51:53origin ↗
volume_24h_usd4,576,8132026-10-17 03:51:53origin ↗

Development velocity — GitHub org, as held

Repository and org telemetry from the public GitHub API: stars, forks, watchers, open issues, public repos, and days since last push on the main repo. Read as-is; no smoothing.

MetricLatestAs of (UTC)Verify
dev_contributors_total241 contributors2026-10-15 18:29:01origin ↗
dev_days_since_push0.008 days2026-10-15 18:29:01origin ↗
dev_forks311 forks2026-10-15 18:29:01origin ↗
dev_open_issues27 issues2026-10-15 18:29:01origin ↗
dev_open_prs13 prs2026-10-15 18:29:01origin ↗
dev_public_repos206 repos2026-10-15 18:29:01origin ↗
dev_releases_total315 releases2026-10-15 18:29:01origin ↗
dev_stars249 stars2026-10-15 18:29:01origin ↗
dev_watchers20 watchers2026-10-15 18:29:01origin ↗

Full metric inventory — 72 measured series, each with provenance

Every series held for FLUX with rows in the last 30 days: latest value, when it was observed, which source observed it, how many rows we hold, how many of the last 30 days it reported, its comparability grade, and the origin link. "days/30" counts distinct dates with at least one row in the window.

MetricLatestAs of (UTC)Source RowsDays/30ComparabilityVerify
apps_spec_coverage_pct45.4963 percent2026-10-17 04:26:04flux_first_party_util71131/30flux-native (unmapped)origin ↗
app_cores_allocated7,386.9 cores2026-10-17 04:26:04flux_first_party_util71131/30question-verified
compute_cores_in_use
origin ↗
app_memory_bytes_allocated13,359,714,926,592 bytes2026-10-17 04:26:04flux_first_party_util71131/30question-verified
memory_bytes_in_use
origin ↗
app_storage_bytes_allocated130,128,000,000,000 bytes2026-10-17 04:26:04flux_first_party_util71131/30question-verified
storage_bytes_in_use
origin ↗
cores_allocation_pct
⚠ ⚠ derived at read time by the collector (allocated/total); both operand series are on this page so you can recompute it
12.7233 percent2026-10-17 04:26:04flux_first_party_util71131/30flux-native (unmapped)origin ↗
memory_allocation_pct
⚠ ⚠ derived at read time by the collector (allocated/total); both operand series are on this page so you can recompute it
6.3613 percent2026-10-17 04:26:04flux_first_party_util71131/30flux-native (unmapped)origin ↗
nodes_benchmarked6,951 nodes2026-10-17 04:26:04flux_first_party_util71131/30flux-native (unmapped)origin ↗
node_cores_total58,058 cores2026-10-17 04:26:04flux_first_party_util71131/30question-verified
compute_cores_total
origin ↗
node_memory_bytes_total210,016,062,459,085.2188 bytes2026-10-17 04:26:04flux_first_party_util71131/30question-verified
memory_bytes_total
origin ↗
node_storage_bytes_total3,431,489,330,000,000 bytes2026-10-17 04:26:04flux_first_party_util71131/30question-verified
storage_bytes_total
origin ↗
storage_allocation_pct
⚠ ⚠ derived at read time by the collector (allocated/total); both operand series are on this page so you can recompute it
3.7922 percent2026-10-17 04:26:04flux_first_party_util71131/30flux-native (unmapped)origin ↗
app_hosting_nodes4,286 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
app_instances_running9,059 instances2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
apps_registered2,176 apps2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
apps_registered_enterprise1,187 apps2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
apps_with_running_instance2,088 apps2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
block_height3,043,859 blocks2026-10-17 03:51:01runonflux_api49823/30question-verified
chain_height
origin ↗
circulating_supply
⚠ ⚠ CoinGecko coin-page reference — a market-data estimate, not a chain read
421,871,854.4991 tokens2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
dev_contributors_total241 contributors2026-10-15 18:29:01github1414/30flux-native (unmapped)origin ↗
dev_days_since_push0.008 days2026-10-15 18:29:01github2424/30flux-native (unmapped)origin ↗
dev_forks311 forks2026-10-15 18:29:01github2424/30flux-native (unmapped)origin ↗
dev_open_issues27 issues2026-10-15 18:29:01github2424/30flux-native (unmapped)origin ↗
dev_open_prs13 prs2026-10-15 18:29:01github1717/30flux-native (unmapped)origin ↗
dev_public_repos206 repos2026-10-15 18:29:01github2323/30flux-native (unmapped)origin ↗
dev_releases_total315 releases2026-10-15 18:29:01github1717/30flux-native (unmapped)origin ↗
dev_stars249 stars2026-10-15 18:29:01github2424/30flux-native (unmapped)origin ↗
dev_watchers20 watchers2026-10-15 18:29:01github2424/30flux-native (unmapped)origin ↗
enterprise_nodes2,536 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
enterprise_nodes_cumulus608 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
enterprise_nodes_nimbus470 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
enterprise_nodes_stratus1,458 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
fully_diluted_valuation_usd33,087,597 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
market_cap_change_24h_pct1.3663 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
market_cap_change_24h_usd445,951 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
market_cap_rank620 rank2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
market_cap_usd33,085,276 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
max_supply440,000,000 tokens2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
node_count
⚠ ⚠ three Flux upstreams report different node denominators (deterministic daemon list / getzelnodecount / stats projection); see the node-count block — this series is the deterministic daemon-list count
7,030 nodes2026-10-17 04:23:02flux_api71931/30unit-verified
nodes_total
origin ↗
node_count_arcane6,602 nodes2026-10-17 04:23:02flux_api70731/30flux-native (unmapped)origin ↗
node_count_cumulus3,487 nodes2026-10-17 04:23:02flux_api71931/30flux-native (unmapped)origin ↗
node_count_ipv47,018 nodes2026-10-17 04:23:02flux_api51723/30flux-native (unmapped)origin ↗
node_count_ipv60 nodes2026-10-17 04:23:02flux_api71931/30flux-native (unmapped)origin ↗
node_count_latest_version6,934 [email protected]2026-10-17 04:23:02flux_api70731/30flux-native (unmapped)origin ↗
node_count_nimbus1,672 nodes2026-10-17 04:23:02flux_api71931/30flux-native (unmapped)origin ↗
node_count_onion0 nodes2026-10-17 04:23:02flux_api71931/30flux-native (unmapped)origin ↗
node_count_reporting7,034 nodes2026-10-17 04:23:02flux_api70731/30flux-native (unmapped)origin ↗
node_count_stable7,030 nodes2026-10-17 04:23:02flux_api71931/30flux-native (unmapped)origin ↗
node_count_stratus1,871 nodes2026-10-17 04:23:02flux_api71931/30flux-native (unmapped)origin ↗
node_countries57 countries2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
nodes_geo_africa24 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
nodes_geo_asia203 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
nodes_geo_europe5,011 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
nodes_geo_north_america1,611 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
nodes_geo_oceania36 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
nodes_geo_south_america67 nodes2026-10-17 03:51:01runonflux_api49823/30flux-native (unmapped)origin ↗
price_ath_usd3.33 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_atl_usd0.0164 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_14d_pct6.2567 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_1h_pct1.1056 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_1y_pct-38.9862 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_200d_pct44.979 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_24h_pct1.3457 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_24h_usd0.001 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_30d_pct45.7891 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_change_7d_pct-6.6571 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_from_ath_pct-97.642 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_from_atl_pct378.075 percent2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_high_24h_usd0.0805 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_low_24h_usd0.0761 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
price_usd0.0784 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗
total_supply421,901,450.4991 tokens2026-10-17 03:51:53CoinGecko /coins/markets65231/30question-verified
token_supply_total
origin ↗
volume_24h_usd4,576,813 usd2026-10-17 03:51:53CoinGecko /coins/markets65231/30flux-native (unmapped)origin ↗

Revision ledger — 0 backward revision(s) recorded for FLUX

Backward revisions are values upstream later replaced for a date we had already archived. The before-value is retained — that retention is the only reason a rewrite is detectable, and it is the part every overwriting vendor discards.

The ledger query ran during generation and returned 0 rows for FLUX. Zero here is the live query result, not a gap — the ledger itself is at /v1/revisions.

Verify any cell yourself — the exact commands

No account, no key, no trust required. Commands 1–5 hit the same upstream endpoints our collectors do; command 6 hits the named market reference; command 7 hits this estate's public API, where every row carries the same source / as_of / verify_url fields.

# 1) Global app specifications (app allocations, fleet read) — keyless, as of 2026-10-17T04:41:07Z:
curl -s -H "User-Agent: kairos-check" "https://api.runonflux.io/apps/globalappsspecifications" | python3 -m json.tool | head -40
# 2) Benchmarked fleet totals (stats projection benchmark.bench):
curl -s -H "User-Agent: kairos-check" "https://stats.runonflux.io/fluxinfo?projection=benchmark.bench" | python3 -m json.tool | head -40
# 3) Deterministic node list (the node_count series):
curl -s -H "User-Agent: kairos-check" "https://api.runonflux.io/daemon/viewdeterministiczelnodelist" | python3 -m json.tool | head -30
# 4) Stats projection (arcane / reporting node counts):
curl -s -H "User-Agent: kairos-check" "https://stats.runonflux.io/fluxinfo?projection=flux" | python3 -m json.tool | head -40
# 5) Node confirmations by address family:
# getzelnodecount was not re-probed during this build (row provenance carried from the ledger):
curl -s -H "User-Agent: kairos-check" "https://api.runonflux.io/daemon/viewdeterministiczelnodelist" | python3 -m json.tool
# 6) Market reference (CoinGecko public API):
# CoinGecko public markets API (the endpoint family our collector
# reads for the price/supply/cap rows; not re-probed during this
# build):
curl -s "https://api.coingecko.com/api/v3/coins/markets?vs_currency=usd&ids=zelcash" | python3 -m json.tool
# 7) This estate's public API row for FLUX:
curl -s "https://kairossignal.com/v1/network/FLUX" | python3 -m json.tool | head -60
Get this network as a data feed. Every number here is one API call away, with the same provenance fields. Pricing · Self-register for free $5 API credits — no card, no human · API reference. Machine-readable row for this network: /v1/network/FLUX.

Method & honesty notes. All counts are queries against the live ledger at generation time, not restamped copy — this page is regenerated by gen_deep_dive_flux.py and the hourly claim_drift_check.py run grades its claims against the live API like every other published surface. Comparability grades come from the served canonical-metric system via its own resolver: APP_CORES_ALLOCATED maps to compute_cores_in_use, NODE_CORES_TOTAL to compute_cores_total, APP_MEMORY_BYTES_ALLOCATED to memory_bytes_in_use, NODE_MEMORY_BYTES_TOTAL to memory_bytes_total, APP_STORAGE_BYTES_ALLOCATED to storage_bytes_in_use, NODE_STORAGE_BYTES_TOTAL to storage_bytes_total (all question-verified); node_count maps to nodes_total (unit-verified); total_supply maps to token_supply_total (question-verified). The remaining series are Flux-native node/utilization/market metrics with no cross-network concept; grading them has no basis in the held data, so they are labelled "flux-native (unmapped)". The three node count denominators are different upstream measurements and are never reconciled into one number. The allocation percentages are collector-side derived values published as emitted, with both operand series shown. Where a section has no data, it is absent — we do not publish zeros for gaps.

Machine-generated 2026-10-17T04:41:07Z by propintel/gen_deep_dive_flux.py · source of truth: default.depin_catalog, default.depin_onchain, default.depin_revision_ledger (ClickHouse, live at generation) · Kairos Signal — provenance or silence.