Contribution

What each source actually contributes

A row count says nothing about whether a record could be used. Every record has to clear five stages, and every loss in between is named. Window: the last 10 days, exported through 2026-09-21.

captured
865,837
unique
865,837
matched
850,740
eligible for the objective
156,561
exported
123,356

Source

open-meteo providers

ModelCapturedUniqueMatchedEligibleExportedConsumed
Environment Canada GEMair
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
ECMWF IFS 0.25°air
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
UK Met Office Unified Modelair
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
NOAA GFS / HRRRair
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
Météo-France ARPEGE / AROMEair
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
CMA GRAPES globalair
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
DWD ICONair
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
ECMWF AIFS (machine-learned)air
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
JMA GSM / MSMair
  • 20,492 outcome immature or unresolved
  • 460 after the frozen delivery window
22,96822,96822,9682,4762,016not reported
ECMWF AIFS (machine-learned)urban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
ECMWF IFS 0.25°urban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
Environment Canada GEMurban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
CMA GRAPES globalurban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
JMA GSM / MSMurban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
NOAA GFS / HRRRurban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
DWD ICONurban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
Météo-France ARPEGE / AROMEurban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
UK Met Office Unified Modelurban
  • 20,128 outcome immature or unresolved
  • 516 after the frozen delivery window
22,83622,83622,8362,7082,192not reported
CMA GRAPES globalagriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
DWD ICONagriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
ECMWF AIFS (machine-learned)agriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
ECMWF IFS 0.25°agriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
Environment Canada GEMagriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
JMA GSM / MSMagriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
Météo-France ARPEGE / AROMEagriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
NOAA GFS / HRRRagriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
UK Met Office Unified Modelagriculture
  • 19,472 outcome immature or unresolved
  • 548 after the frozen delivery window
22,25222,25222,2522,7802,232not reported
Environment Canada GEMsea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
CMA GRAPES globalsea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
ECMWF AIFS (machine-learned)sea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
JMA GSM / MSMsea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
DWD ICONsea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
Météo-France ARPEGE / AROMEsea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
UK Met Office Unified Modelsea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
NOAA GFS / HRRRsea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
ECMWF IFS 0.25°sea
  • 13,072 outcome immature or unresolved
  • 2,076 after the frozen delivery window
22,08422,08422,0849,0126,936not reported
ECMWF ENS (51 members)air
  • 5,123 outcome immature or unresolved
5,1235,1235,12300not reported
Copernicus CAMS global compositionair
  • 5,120 no compatible peer
5,1205,120000not reported
Copernicus CAMS global compositionurban
  • 5,032 no compatible peer
5,0325,032000not reported
ECMWF ENS (51 members)urban
  • 5,032 outcome immature or unresolved
5,0325,0325,03200not reported
ECMWF ENS (51 members)agriculture
  • 4,868 outcome immature or unresolved
4,8684,8684,86800not reported
DWD GWAM / EWAM wave modelsea
  • 4,813 no compatible peer
4,8134,813000not reported
ECMWF ENS (51 members)sea
  • 3,268 outcome immature or unresolved
  • 385 after the frozen delivery window
4,8134,8134,8131,5451,160not reported
MET Norwayurban
  • 2,944 outcome immature or unresolved
  • 72 after the frozen delivery window
3,3243,3243,324380308not reported
DMI (Denmark)urban
  • 2,944 outcome immature or unresolved
  • 72 after the frozen delivery window
3,3243,3243,324380308not reported
KNMI (Netherlands)urban
  • 2,944 outcome immature or unresolved
  • 72 after the frozen delivery window
3,3243,3243,324380308not reported
DMI (Denmark)air
  • 2,860 outcome immature or unresolved
  • 68 after the frozen delivery window
3,2243,2243,224364296not reported
KNMI (Netherlands)air
  • 2,860 outcome immature or unresolved
  • 68 after the frozen delivery window
3,2243,2243,224364296not reported
MET Norwayair
  • 2,860 outcome immature or unresolved
  • 68 after the frozen delivery window
3,2243,2243,224364296not reported

Source

notflat.world capture (through receipts)

ModelCapturedUniqueMatchedEligibleExportedConsumed
sea-open-meteosea
  • 108 no compatible peer
108108000not reported
sea-crw-persistencesea
  • 24 no compatible peer
2424000not reported

Reading this

What the stages mean, and what is deliberately absent

  • captured records we hold for this model in the window, as received
  • unique distinct (model, task, site, target time, horizon); repeats of the same case collapse
  • matched a second model answered the identical case, so a comparison is possible at all
  • eligible for the objective matched, with a stated forecast and a matured outcome
  • exported eligible and inside the frozen delivery window
  • Objective named for the "eligible" stage: relative selection on shared cases: choosing between models on a case both answered, scored against a matured outcome. A record that fails it may still serve another objective; the objectives column says which.
  • Our native engine produced no receipts in this window, which is why it contributes zero shared cases: the engine's outputs are stored as its own forecasts and scores, not as receipts against the same sites, tasks and target times the reference roster answers. Until it runs on the same upcoming opportunities as that roster, no shared case can exist, and we do not manufacture one retrospectively.
  • Notflat evidence is already represented here through receipts: 2 model lanes arrive as receipts and are counted in the stages above. The mirrored snapshot tables hold the same provider records natively and are not counted again, so the two are never summed.
  • "Consumed by Zeno" is deliberately empty. We do not know what a consumer trained on; the column is filled only when that accounting is supplied to us.
  • Single-model histories are retained in full. They are unsuitable for relative-selection labels only, and remain usable for signed error, bias and calibration.

Computed 2026-09-23 23:08 UTC by the maintenance cycle.