Prediction Track Record
Cryptographically verified predictions matched against real-world events. Every prediction is SHA-256 hashed before the event occurs.
Last 30 days: every M6.0+ earthquake on Earth
Ground truth: the USGS ComCat catalog — so a miss is a real miss and shows here the day it happens. HIT = the event was preceded by a logged, hash-anchored forecast that later matched it.
| Mag | Date (UTC) | Location | Lead | Proof | |
|---|---|---|---|---|---|
| HIT | M6.2 | 2026-08-22 | Scotia Sea | 18.5 d | 04efb3e37eb76baf… |
| HIT | M6.7 | 2026-08-20 | 31 km NW of Aniso, Peru | 20.5 d | b99ca59718bac7e3… |
| HIT | M6.1 | 2026-08-16 | 56 km NNE of Port-Olry, Vanuatu | 20.4 d | cb281bb2af36653f… |
| HIT | M6.9 | 2026-08-15 | 9 km WNW of Pematangsiantar, Indonesia | 20.5 d | aba1d4d8c2306bca… |
| HIT | M6.1 | 2026-08-14 | 58 km N of Ende, Indonesia | 20.0 d | aba1d4d8c2306bca… |
| HIT | M7.7 | 2026-08-14 | 68 km NNW of Ende, Indonesia | 20.0 d | aba1d4d8c2306bca… |
| HIT | M6 | 2026-08-12 | South Sandwich Islands region | 20.0 d | 1a0de13e6704dfec… |
| HIT | M7.4 | 2026-08-10 | 5 km S of San José del Palmar, Colombia | 20.7 d | 7e7a12e576459c99… |
| HIT | M6.3 | 2026-08-05 | south of the Kermadec Islands | 19.6 d | 2d69baf50a728b8c… |
| HIT | M6.3 | 2026-08-05 | 28 km SW of Sarangani, Philippines | 19.4 d | 4b600bcc7eff99fd… |
| HIT | M6.8 | 2026-07-28 | The 2026 Kumamoto Region, Japan Earthquake | 10.5 d | 287d5d2d00467a64… |
| HIT | M6 | 2026-07-24 | 55 km W of Sola, Vanuatu | 7.0 d | 09f6be7e7885ee49… |
Coverage: M6.0+ 12/12 · M5.5+ 50/56 · M5.0+ 205/222 (coverage of catalog events by matched forecasts — not a skill claim)
Does this beat chance? The measured answer.
On where to look — not yet. We currently hold 87.0% of the world's seismicity under alarm and catch 86.0% of the earthquakes (345/401, 90 d, M5.0+). Alarming that same fraction of ground at random would catch 87.0%. Area Skill Score 0.4809, where 0.5 is no skill — integrated over the full alarm-threshold trajectory, not a single operating point (the single-point approximation reads 0.4953, which is optimistic). This number cannot be improved by alarming more — widening the alarm drives it toward 0.5 by construction.
On how likely — yes, newly. After per-model recalibration, 5 of 6 models reach positive out-of-sample skill (n-weighted mean of per-model out-of-sample Brier Skill Score +0.0870, where 0 is no better than quoting the base rate), from an expanding-window walk-forward. Recalibration is monotone, so it moves this number and leaves the Area Skill Score untouched — they are different products.
Separately, conditioned on a forecast having been issued: the when-issued full-magnitude rate is 65.7% (n=382, trailing 30 d, expired M4+) against 28.7% for naive USGS-catalog climatology, walk-forward backtest Aug 2026. That is a narrower question than the two above — it says nothing about how much ground we alarmed to get it, which is exactly what the Area Skill Score measures. Reproducible from public catalogs; every forecast hash-anchored before its event.
Updated 2026-08-23T04:45:21+00:00 · every forecast SHA-256 hashed + Bitcoin-anchored before the event · raw JSON · our numbers, explained
These are the subset of predictions produced by classifiers trained on real event outcomes (not synthetic distributions) plus physics-constrained reactive products. Broken out here because they represent the honest upper bound of current forecasting skill.
Narrow Seismic
tensor_eq_per_region • tensor_eq_global • etas_aftershock • swarm_detectorNarrow Solar (Phase 65h)
tensor_solar_flare_classifier — cross-validated, not temporal-holdout; the live-ledger hit rate below is the operational number
Fires only when ≥3 independent physics channels (seismic, electromagnetic,
gravity, atmospheric, particle, oceanic, thermal, fluid) each cross a 2σ
threshold in the same 15-min tensor snapshot. By construction, the
expected false-positive rate at this gate is <3% for uncorrelated
channels. This is the highest-precision, lowest-volume product in
the ledger.
The gate is running on AX41 (13 * * * * cron); it has not yet produced its first ledger fire. That is expected behaviour at design-threshold: fires are supposed to be rare.
Tests whether the Cascadia subduction zone AND the southern San Andreas (UCERF3) are both elevated above their typical 7-day rate in the same window. Goldfinger et al. 2025 (Geosphere 21(6):1132) identifies 3 paired Cascadia+SAF events in 1,500 years from sediment-core turbidite analysis -- the 1700 paired M~9 + M~7.5 is the most recent example. The paper deliberately stops at correlation; this card follows the same discipline.
Cascadia Subduction Zone
Southern San Andreas (UCERF3)
Prior derived from 3 paired co-occurrences in 1,500 yr turbidite stratigraphy (Goldfinger 2025).
0.01/7d hard cap encoded — we cannot claim recurrence stronger than paleoseismic evidence supports.
Per-region tiered-horizon cascade for industrial shutdown protocols (smelters, chip fabs, rail). Each of the ~54 monitored earthquake regions independently emits up to 3 linked predictions per run — T-7d early warning, T-36h convergence tightening, T-24h industrial alert. Confidence thresholds are 0.60 / 0.75 / 0.85. Every tier carries the M0.5 band (or M0.25 once a region graduates on residual sigma ≤ 0.30 with ≥ 30 matched obs), a 95% CI, and a SHA-256 hash-chain entry.
T-7d
Early warning — conf ≥ 0.60T-36h
Convergence — conf ≥ 0.75T-24h
Industrial alert — conf ≥ 0.85Most-Active Regions (top 10 by cascade volume)
| Region | Total | Matched | Hit Rate | Tiers Fired |
|---|---|---|---|---|
indonesia |
37 | 36 | 97.3% | T-24h T-36h |
cascadia |
34 | 29 | 85.3% | T-24h T-36h T-7d |
alaska |
33 | 33 | 100.0% | T-24h T-36h T-7d |
caribbean_pr |
33 | 32 | 97.0% | T-24h T-36h T-7d |
tonga |
33 | 32 | 97.0% | T-24h T-36h T-7d |
japan |
31 | 31 | 100.0% | T-24h T-36h T-7d |
iceland |
28 | 7 | 25.0% | T-24h T-36h T-7d |
chile_peru |
27 | 27 | 100.0% | T-24h T-36h T-7d |
italy |
27 | 17 | 63.0% | T-24h T-36h T-7d |
juan_de_fuca_ridge |
27 | 13 | 48.1% | T-24h T-36h T-7d |
First solar-flare classifier trained on real outcome labels instead of rule-based synthetic data. Inputs: 9,687-dim Earth State Tensor + time-series delta. Target: M-class+ (or M-class+) solar flare in the next 24 hours. Labels come from NOAA SWPC GOES X-ray flux. Replaces the synthetic-trained classifier stuck at 17.1% real hit rate.
Last 30 days, post-PR#28 cadence-artifact fix (Apr 20). Bulk Old Faithful is now logged as one prediction per predicted eruption (was every ~10 min; the old number was a cadence artifact, not skill). Specific geysers (Daisy, Beehive, Riverside) are scored per-eruption. Small N (n<10) and irregular-cadence research-tier geysers are badged so 100% on n=6 doesn't read the same as 100% on n=60.
| Geyser | Predictions | Matched | Hit Rate | Quality |
|---|---|---|---|---|
| Grand
yellowstone_grand |
14 | 14 | 100.0% n=14 | RESEARCH |
| yellowstone_great_fountain | 14 | 14 | 100.0% n=14 | STRONG |
| Beehive
yellowstone_beehive |
10 | 10 | 100.0% n=10 | STRONG |
| Daisy
yellowstone_daisy |
8 | 8 | 100.0% n=8 | STRONG · SMALL N |
| yellowstone_fountain | 6 | 6 | 100.0% n=6 | STRONG · SMALL N |
| Riverside
yellowstone_riverside |
3 | 3 | 100.0% n=3 | STRONG · SMALL N |
| Castle
yellowstone_castle |
2 | 2 | 100.0% n=2 | STRONG · SMALL N |
| Old Faithful (bulk)
yellowstone |
574 | 329 | 57.3% n=574 | BULK · 1/ERUPTION |
Trained on the unified Earth State Tensor (9,687 cross-physics features, hourly snapshots). Inputs include real-time gravity, solar wind, electromagnetic, oceanic, particle, fluid, atmospheric, and seismic measurements. Outputs are calibrated probabilities of M6.0+ events, cross-validated leave-one-out. Cross-validation is not a temporal holdout; see the holdout caveats above.
- earthquake: 0.55 (no-skill, n=8461)
- solar_flare: 0.65 (weak, n=198)
- cosmic_ray: 0.67 (weak, n=26)
- geyser_eruption: 0.38 (no-skill, n=2058)
These are skill metrics measured against the new Apr 15 bounds-first matcher. Full-credit means the observed event's magnitude met or exceeded the prediction's expected range. Nowcast AUC measures whether our risk score rankings correlate with observed activity.
Seismic Hit Rate
Geyser Hit Rate
Other Hit Rate
Geyser Eruption
Earthquake
Geyser
Solar Flare
Cosmic Ray
Ionospheric Tec
Kp Forecast
Wildfire
Ionospheric
Each confirmed prediction is graded A-F based on distance accuracy (60%) and lead time (40%). All confirmations are matched against authoritative sources (USGS, EMSC/GFZ, IRIS, GeyserTimes).
<100 km, 24h+
<300 km, 6h+
<500 km, 1h+
<1000 km
>1000 km
Data provenance: all observations verified against USGS Earthquake Hazards Program, European-Mediterranean Seismological Centre (EMSC/GFZ), NOAA SWPC, and GeyserTimes citizen science data. SHA-256 hash chain ensures predictions are tamper-proof and were logged before the confirming event occurred.
| Date | Hazard | Region | Risk | Event | Grade | Lead | Dist | Proof | Replay | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 31.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 49.6 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Earthquake | Sumatra (Mentawai Gap) | 78.2% | M4.4 82 km W of Sungai Penuh, Indonesia | C | 0.1d early | 101km | verify | Replay | |
| 2026-08-23 | Earthquake | Solomon Islands / Santa Cruz Arc | 85.0% | M5.3 127 km W of Lata, Solomon Islands | D | 0.2d early | 408km | verify | Replay | |
| 2026-08-23 | Earthquake | Philippines | 85.0% | M4.7 61 km ESE of Mangili, Philippines | D | 0.1d early | 856km | verify | Replay | |
| 2026-08-23 | Earthquake | Chile/Peru Subduction Zone | 85.0% | M4.5 80 km W of El Aguilar, Argentina | F | 0.0d early | 778km | verify | Replay | |
| 2026-08-23 | Geyser | Yellowstone Grand | 60.0% | Grand Geyser eruption (lead: 243 min) | B | 0.2d early | 0km | verify | Replay | |
| 2026-08-23 | Solar Flare | Global | 85.0% | M4.0 Solar flare C2.7 class | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 104.0 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 10.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 116.0 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 78.3% | Old Faithful eruption (lead time: 10.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 35.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Earthquake | Alaska-Aleutian Arc | 85.0% | M2.8 74 km ESE of Akutan, Alaska | D | 0.1d early | 535km | verify | Replay | |
| 2026-08-23 | Earthquake | Swarm -8.2 120.8 | 85.0% | M5.2 48 km NE of Ruteng, Indonesia | A | 0.4d early | 13km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 28.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Earthquake | Swarm -8.1 120.7 | 85.0% | M5.2 48 km NE of Ruteng, Indonesia | A | 0.5d early | 15km | verify | Replay | |
| 2026-08-23 | Earthquake | Japan (Honshu-Hokkaido) | 85.0% | M6.0 33 km SSW of Honchō, Japan | D | 0.2d early | 592km | verify | Replay | |
| 2026-08-23 | Earthquake | Central America (Guatemala-Panama) | 85.0% | M4.4 OFFSHORE EL SALVADOR | D | 0.3d early | 511km | verify | Replay | |
| 2026-08-23 | Earthquake | Northern Chile (Arica/Antofagasta) | 85.0% | M4.5 80 km W of El Aguilar, Argentina | C | 0.5d early | 290km | verify | Replay | |
| 2026-08-23 | Solar Flare | Global | 85.0% | M4.0 Solar flare C4.1 class | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-23 | Earthquake | Hawaii Big Island (Shallow Volcanic, <15 Km) | 98.2% | M3.17 18 km N of Pāhala, Hawaii | B | 0.3d early | 28km | verify | Replay | |
| 2026-08-23 | Earthquake | NE Japan (E Honshu-Tohoku-Hokkaido) | 68.7% | M5.92 Hokkaido, Japan Region | B | 0.4d early | 68km | verify | Replay | |
| 2026-08-23 | Earthquake | Swarm 52.0 176.5 | 85.0% | M4.3 261 km ESE of Attu Station, Alaska | B | 0.2d early | 24km | verify | Replay | |
| 2026-08-23 | Earthquake | Afghanistan-Pakistan (Hindu Kush) | 84.2% | M4.64 Northwestern Kashmir | C | 0.3d early | 397km | verify | Replay | |
| 2026-08-23 | Earthquake | New Zealand | 73.7% | M3.3 220 km north of Te Araroa | D | 0.2d early | 769km | verify | Replay | |
| 2026-08-23 | Earthquake | Caribbean - Hispaniola (Enriquillo) | 74.9% | M3.0 DOMINICAN REPUBLIC REGION | C | 0.0d early | 202km | verify | Replay | |
| 2026-08-23 | Geyser | Yellowstone Fountain | 56.1% | Fountain Geyser eruption (lead: 855 min) | A | 0.6d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser | Yellowstone Daisy | 60.4% | Daisy Geyser eruption (lead: 55 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 62.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Earthquake | Swarm -8.1 120.8 | 85.0% | M5.2 48 km NE of Ruteng, Indonesia | A | 0.9d early | 15km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 63.8% | Old Faithful eruption (lead time: 3.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-23 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 28.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Earthquake | Swarm 52.0 176.6 | 85.0% | M4.3 261 km ESE of Attu Station, Alaska | A | 0.4d early | 24km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 83.3% | Old Faithful eruption (lead time: 14.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 64.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 78.3% | Old Faithful eruption (lead time: 23.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 43.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Earthquake | Tonga-Kermadec Subduction Zone | 85.0% | M4.6 273 km E of Levuka, Fiji | C | 0.4d early | 375km | verify | Replay | |
| 2026-08-22 | Earthquake | Caribbean (Puerto Rico Trench) | 83.4% | M3.41 120 km NNE of Vieques, Puerto Rico | B | 0.5d early | 112km | verify | Replay | |
| 2026-08-22 | Earthquake | Caribbean (Haiti-Puerto Rico-Lesser Antilles) | 83.4% | M3.2 DOMINICAN REPUBLIC REGION | D | 0.1d early | 493km | verify | Replay | |
| 2026-08-22 | Earthquake | Hawaii Big Island (shallow volcanic, <15 km) | 49.1% | M3.17 18 km N of Pāhala, Hawaii | A | 0.7d early | 28km | verify | Replay | |
| 2026-08-22 | Earthquake | Mid-Atlantic Ridge - South | 85.0% | M5.3 southern Mid-Atlantic Ridge | D | 0.6d early | 1631km | verify | Replay | |
| 2026-08-22 | Earthquake | Central America NW (Guatemala-Nicaragua) | 68.7% | M4.4 OFFSHORE EL SALVADOR | B | 0.8d early | 94km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 83.3% | Old Faithful eruption (lead time: 20.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 60.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Earthquake | South Sandwich Islands | 85.0% | M5.15 South Sandwich Islands Region | B | 1.0d early | 222km | verify | Replay | |
| 2026-08-22 | Earthquake | Kuril-Kamchatka Arc | 85.0% | M4.5 OFF EAST COAST OF KAMCHATKA | C | 0.6d early | 341km | verify | Replay | |
| 2026-08-22 | Earthquake | Azores (Mid-Atlantic Ridge) | 49.1% | M2.5 AZORES ISLANDS REGION | C | 0.9d early | 363km | verify | Replay | |
| 2026-08-22 | Earthquake | Myanmar-Bangladesh (Sunda Continuation) | 68.7% | M4.6 26 km E of Letpandan, Burma (Myanmar) | D | 0.4d early | 564km | verify | Replay | |
| 2026-08-22 | Earthquake | Caribbean - Lesser Antilles | 49.1% | M4.1 52 km N of Beauséjour, Guadeloupe | B | 0.7d early | 295km | verify | Replay | |
| 2026-08-22 | Earthquake | Mexico Pacific - Guerrero gap | 49.1% | M4.2 OFFSHORE GUERRERO, MEXICO | C | 0.5d early | 329km | verify | Replay | |
| 2026-08-22 | Earthquake | Solomon Islands / Santa Cruz Arc | 70.5% | M5.39 Solomon Islands | B | 0.6d early | 286km | verify | Replay | |
| 2026-08-22 | Earthquake | Papua New Guinea - Solomon Islands | 76.6% | M4.3 60 km NNW of Lae, Papua New Guinea | C | 0.7d early | 353km | verify | Replay | |
| 2026-08-22 | Earthquake | Western Aleutians / Near Islands (dateline crossing) | 49.1% | M4.0 231 km ESE of Attu Station, Alaska | C | 0.1d early | 137km | verify | Replay | |
| 2026-08-22 | Earthquake | Sumatra (Mentawai Gap) | 68.7% | M4.4 82 km W of Sungai Penuh, Indonesia | B | 1.1d early | 101km | verify | Replay | |
| 2026-08-22 | Earthquake | Walker Lane / Western Nevada | 49.1% | M2.5 15 km ESE of Walker, California | B | 0.6d early | 91km | verify | Replay | |
| 2026-08-22 | Earthquake | Ukraine (Carpathians-Crimea-Vrancea) | 49.1% | M2.7 UKRAINE | B | 1.0d early | 216km | verify | Replay | |
| 2026-08-22 | Earthquake | Mexico Pacific Coast (Guerrero-Oaxaca) | 68.7% | M4.5 117 km SW of Puerto Madero, Mexico | D | 0.2d early | 686km | verify | Replay | |
| 2026-08-22 | Earthquake | Philippines | 85.0% | M4.7 61 km ESE of Mangili, Philippines | C | 1.1d early | 856km | verify | Replay | |
| 2026-08-22 | Earthquake | Chile/Peru Subduction Zone | 85.0% | M4.87 Northern Chile | D | 0.0d early | 698km | verify | Replay | |
| 2026-08-22 | Earthquake | Southern California (UCERF3) | 49.1% | M3.5562341085133 10 km ENE of Coso Junction, CA | B | 0.7d early | 166km | verify | Replay | |
| 2026-08-22 | Earthquake | Indonesia - Sulawesi/Molucca | 85.0% | M5.12 Minahassa Peninsula, Sulawesi | C | 0.1d early | 184km | verify | Replay | |
| 2026-08-22 | Earthquake | Mexico Pacific - Oaxaca/Tehuantepec | 85.0% | M4.5 117 km SW of Puerto Madero, Mexico | C | 0.2d early | 279km | verify | Replay | |
| 2026-08-22 | Geyser | Yellowstone Fountain | 85.0% | Fountain Geyser eruption (lead: 293 min) | B | 0.2d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 93.0 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-22 | Solar Flare | Global | 85.0% | M4.0 Solar flare C1.4 class | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 93.0 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 78.3% | Old Faithful eruption (lead time: 10.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 19.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 78.3% | Old Faithful eruption (lead time: 21.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 56.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Earthquake | Alaska-Aleutian Arc | 83.4% | M2.9 43 km ESE of Perryville, Alaska | C | 0.3d early | 217km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 15.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Earthquake | Swarm -8.1 120.7 | 85.0% | M4.5 62 km NNE of Ruteng, Indonesia | A | 0.5d early | 2km | verify | Replay | |
| 2026-08-22 | Earthquake | Japan (Honshu-Hokkaido) | 85.0% | M5.8 4 km NNW of Toride, Japan | C | 0.3d early | 294km | verify | Replay | |
| 2026-08-22 | Earthquake | Central America (Guatemala-Panama) | 83.4% | M4.4 OFFSHORE EL SALVADOR | C | 1.3d early | 511km | verify | Replay | |
| 2026-08-22 | Earthquake | Aftershock Zone M5.7 -60.3 -47.3 | 74.2% | M6.2 Antarctica [Sea] | B | 0.0d early | 14km | verify | Replay | |
| 2026-08-22 | Earthquake | Mid-Atlantic Ridge (Central + North Atlantic) | 85.0% | M5.33 Southern Mid-Atlantic Ridge | D | 1.1d early | 1407km | verify | Replay | |
| 2026-08-22 | Earthquake | Indonesia (Sunda Arc) | 85.0% | M4.9 78 km S of Gorontalo, Indonesia | C | 0.5d early | 614km | verify | Replay | |
| 2026-08-22 | Earthquake | Northern Chile (Arica/Antofagasta) | 85.0% | M4.6 32 km NNE of Calama, Chile | A | 0.5d early | 30km | verify | Replay | |
| 2026-08-22 | Earthquake | Ryukyu / Nansei Arc (Tokara-Amami-Okinawa) | 71.1% | M4.4 50 km NW of Amagi, Japan | B | 0.5d early | 245km | verify | Replay | |
| 2026-08-22 | Earthquake | Swarm 19.0 -64.8 | 78.5% | M3.41 116 km N of Charlotte Amalie, U.S. Virgin Islands | B | 0.2d early | 43km | verify | Replay | |
| 2026-08-22 | Earthquake | NE Japan (E Honshu-Tohoku-Hokkaido) | 50.2% | M5.92 Hokkaido, Japan Region | A | 1.4d early | 68km | verify | Replay | |
| 2026-08-22 | Earthquake | Indonesia (Sunda Arc) | 98.2% | M4.9 78 km S of Gorontalo, Indonesia | C | 0.7d early | 614km | verify | Replay | |
| 2026-08-22 | Earthquake | Hawaii Big Island (deep tectonic, >=15 km) | 83.4% | M3.17 18 km N of Pāhala, Hawaii | A | 1.4d early | 28km | verify | Replay | |
| 2026-08-22 | Earthquake | New Zealand | 83.4% | M3.4 220 km north of Te Araroa | C | 1.3d early | 780km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 83.3% | Old Faithful eruption (lead time: 58.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 60.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-22 | Earthquake | Swarm -8.1 120.8 | 85.0% | M4.5 62 km NNE of Ruteng, Indonesia | A | 0.9d early | 7km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 78.3% | Old Faithful eruption (lead time: 69.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | Swarm 52.0 176.6 | 85.0% | M3.8 234 km ESE of Attu Station, Alaska | A | 0.9d early | 20km | verify | Replay | |
| 2026-08-21 | Earthquake | Swarm -8.2 120.8 | 85.0% | M4.5 62 km NNE of Ruteng, Indonesia | A | 1.0d early | 9km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 78.3% | Old Faithful eruption (lead time: 62.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 68.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | Swarm 19.3 -155.4 | 56.0% | M2.6 13 km ENE of Pāhala, Hawaii | A | 1.9d early | 4km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 108.8 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | Swarm 51.9 176.9 | 70.7% | M4.3 261 km ESE of Attu Station, Alaska | A | 1.5d early | 31km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 96.6 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | South Sandwich Islands | 85.0% | M5.15 South Sandwich Islands Region | B | 2.0d early | 222km | verify | Replay | |
| 2026-08-21 | Earthquake | Kuril-Kamchatka Arc | 78.9% | M4.5 KAGSR | C | 0.1d early | 204km | verify | Replay | |
| 2026-08-21 | Earthquake | Azores (Mid-Atlantic Ridge) | 85.0% | M2.5 AZORES ISLANDS REGION | C | 1.9d early | 363km | verify | Replay | |
| 2026-08-21 | Earthquake | Afghanistan-Pakistan (Hindu Kush) | 81.7% | M4.1 26 km S of Tagāb, Afghanistan | B | 0.2d early | 87km | verify | Replay | |
| 2026-08-21 | Earthquake | Myanmar-Bangladesh (Sunda Continuation) | 85.0% | M4.6 26 km E of Letpandan, Burma (Myanmar) | C | 1.4d early | 564km | verify | Replay | |
| 2026-08-21 | Earthquake | Mid-Atlantic Ridge - Central | 81.2% | M4.9 northern Mid-Atlantic Ridge | D | 0.6d early | 1588km | verify | Replay | |
| 2026-08-21 | Earthquake | Caribbean - Hispaniola (Enriquillo) | 78.0% | M3.27 42 km S of Boca de Yuma, Dominican Republic | B | 0.6d early | 299km | verify | Replay | |
| 2026-08-21 | Earthquake | Central America NW (Guatemala-Nicaragua) | 80.4% | M4.0 OFFSHORE GUATEMALA | C | 1.0d early | 414km | verify | Replay | |
| 2026-08-21 | Earthquake | Mexico Pacific - Guerrero gap | 85.0% | M4.2 OFFSHORE GUERRERO, MEXICO | C | 1.5d early | 329km | verify | Replay | |
| 2026-08-21 | Geyser | Yellowstone Great Fountain | 85.0% | Fountain Geyser eruption (lead: 278 min) | B | 0.2d early | 0km | verify | Replay | |
| 2026-08-21 | Solar Flare | Global | 85.0% | M4.0 Solar flare C3.4 class | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 87.6 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | Indonesia - Sulawesi/Molucca | 83.4% | M5.12 Minahassa Peninsula, Sulawesi | B | 1.2d early | 184km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 103.6 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 88.8 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 78.3% | Old Faithful eruption (lead time: 17.1 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 21.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | Solomon Islands / Santa Cruz Arc | 85.0% | M5.39 Solomon Islands | B | 1.8d early | 286km | verify | Replay | |
| 2026-08-21 | Earthquake | Chile/Peru Subduction Zone | 78.7% | M4.7 147 km NE of Diego de Almagro, Chile | C | 0.4d early | 419km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 23.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | Indonesia (Sunda Arc) | 85.0% | M4.9 78 km S of Gorontalo, Indonesia | C | 1.6d early | 614km | verify | Replay | |
| 2026-08-21 | Earthquake | Northern Chile (Arica/Antofagasta) | 84.2% | M4.6 32 km NNE of Calama, Chile | A | 1.5d early | 30km | verify | Replay | |
| 2026-08-21 | Earthquake | Macquarie Ridge / Puysegur (south of NZ) | 85.0% | M4.7 125 km west of Snares Islands | D | 0.2d early | 653km | verify | Replay | |
| 2026-08-21 | Earthquake | Ukraine (Carpathians-Crimea-Vrancea) | 85.0% | M2.7 UKRAINE | B | 2.5d early | 216km | verify | Replay | |
| 2026-08-21 | Earthquake | Izu-Bonin / Ogasawara Arc | 85.0% | M4.5 Bonin Islands, Japan region | B | 0.4d early | 198km | verify | Replay | |
| 2026-08-21 | Earthquake | Caribbean - Lesser Antilles | 78.5% | M4.1 52 km N of Beauséjour, Guadeloupe | B | 2.2d early | 295km | verify | Replay | |
| 2026-08-21 | Earthquake | Italy (Apennines-Sicily) | 85.0% | M2.0 Mar Ionio Meridionale [Mare] | B | 0.8d early | 72km | verify | Replay | |
| 2026-08-21 | Solar Flare | Global | 85.0% | M4.0 Solar flare C1.5 class | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-21 | Earthquake | Hawaii Big Island (Shallow Volcanic, <15 Km) | 98.2% | M3.17 18 km N of Pāhala, Hawaii | A | 2.3d early | 28km | verify | Replay | |
| 2026-08-21 | Earthquake | Philippines | 83.4% | M5.2 19 km W of Jabonga, Philippines | D | 0.2d early | 486km | verify | Replay | |
| 2026-08-21 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 59.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Earthquake | Southern California (UCERF3) | 46.9% | M2.67 10 km E of Coso Junction, CA | B | 2.4d early | 165km | verify | Replay | |
| 2026-08-20 | Earthquake | Swarm 52.0 176.3 | 52.0% | M3.4 234 km ESE of Attu Station, Alaska | B | 0.1d early | 4km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 58.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 32.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 43.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Earthquake | Swarm 19.3 -155.4 | 58.9% | M2.6 13 km ENE of Pāhala, Hawaii | A | 2.9d early | 2km | verify | Replay | |
| 2026-08-20 | Earthquake | Swarm 51.9 176.9 | 75.6% | M4.3 261 km ESE of Attu Station, Alaska | A | 2.5d early | 31km | verify | Replay | |
| 2026-08-20 | Earthquake | Aftershock Zone M6.7 -14.6 -73.5 | 82.1% | M4.4 17 km SSW of Tambo, Peru | B | 0.1d early | 60km | verify | Replay | |
| 2026-08-20 | Earthquake | Aftershock Zone M5.6 -8.3 121.4 | 73.4% | M4.95 Flores Region, Indonesia | B | 0.0d early | 7km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 46.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Earthquake | Aftershock Zone M6.7 -14.6 -73.6 | 82.1% | M4.4 17 km SSW of Tambo, Peru | B | 0.1d early | 53km | verify | Replay | |
| 2026-08-20 | Earthquake | Fiji / Lau Basin deep zone | 85.0% | M4.3 south of the Fiji Islands | B | 0.9d early | 274km | verify | Replay | |
| 2026-08-20 | Earthquake | Sumatra (Mentawai Gap) | 72.6% | M3.3 SOUTHERN SUMATRA, INDONESIA | B | 0.3d early | 73km | verify | Replay | |
| 2026-08-20 | Earthquake | Taiwan | 77.5% | M4.4 49 km SE of Yilan, Taiwan | B | 1.4d early | 122km | verify | Replay | |
| 2026-08-20 | Earthquake | Azores (Mid-Atlantic Ridge) | 85.0% | M2.5 AZORES ISLANDS REGION | B | 2.9d early | 363km | verify | Replay | |
| 2026-08-20 | Earthquake | Turkey (Anatolian Plate) | 85.0% | M4.2 CENTRAL TURKEY | C | 0.4d early | 275km | verify | Replay | |
| 2026-08-20 | Earthquake | Caribbean - Hispaniola (Enriquillo) | 84.1% | M3.0 DOMINICAN REPUBLIC | B | 0.6d early | 280km | verify | Replay | |
| 2026-08-20 | Geyser | Yellowstone Great Fountain | 85.0% | Fountain Geyser eruption (lead: 334 min) | B | 0.2d early | 0km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 85.0 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-20 | Solar Flare | Global | 85.0% | M4.0 Solar flare C2.4 class | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 55.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 54.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 58.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Earthquake | Kermadec Arc (Pacific-Australian subduction) | 83.4% | M4.9 Kermadec Islands region | B | 1.0d early | 197km | verify | Replay | |
| 2026-08-20 | Earthquake | Bonin (Ogasawara) Islands | 49.1% | M4.5 Bonin Islands, Japan region | B | 1.1d early | 169km | verify | Replay | |
| 2026-08-20 | Earthquake | Cascadia Subduction Zone | 49.1% | M2.9 Canyondam, CA | D | 0.1d early | 546km | verify | Replay | |
| 2026-08-20 | Earthquake | Solomon Islands / Santa Cruz Arc | 85.0% | M5.39 Solomon Islands | B | 2.9d early | 286km | verify | Replay | |
| 2026-08-20 | Earthquake | Alaska-Aleutian Arc | 85.0% | M3.1 72 km SSW of Ugashik, Alaska | B | 0.6d early | 149km | verify | Replay | |
| 2026-08-20 | Earthquake | Chile/Peru Subduction Zone | 85.0% | M4.7 147 km NE of Diego de Almagro, Chile | C | 1.5d early | 419km | verify | Replay | |
| 2026-08-20 | Earthquake | Japan (Honshu-Hokkaido) | 85.0% | M5.8 4 km NNW of Toride, Japan | B | 2.2d early | 294km | verify | Replay | |
| 2026-08-20 | Earthquake | Hawaii Big Island (shallow volcanic, <15 km) | 49.1% | M3.17 18 km N of Pāhala, Hawaii | A | 3.0d early | 28km | verify | Replay | |
| 2026-08-20 | Earthquake | Mid-Atlantic Ridge - Central | 49.1% | M4.9 northern Mid-Atlantic Ridge | D | 1.8d early | 1588km | verify | Replay | |
| 2026-08-20 | Earthquake | Mexico Pacific Coast (Guerrero-Oaxaca) | 56.6% | M4.4 OFFSHORE OAXACA, MEXICO | C | 0.4d early | 436km | verify | Replay | |
| 2026-08-20 | Earthquake | Mexico Pacific - Oaxaca/Tehuantepec | 85.0% | M4.2 OFF COAST OF CHIAPAS, MEXICO | C | 0.0d early | 267km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 77.8 min) | B | 0.1d early | 0km | verify | Replay | |
| 2026-08-20 | Earthquake | Kuril-Kamchatka Arc | 85.0% | M4.52 Northwest of Kuril Islands | C | 1.1d early | 757km | verify | Replay | |
| 2026-08-20 | Earthquake | Ryukyu / Nansei Arc (Tokara-Amami-Okinawa) | 85.0% | M4.8 RYUKYU ISLANDS, JAPAN | B | 0.6d early | 167km | verify | Replay | |
| 2026-08-20 | Earthquake | Myanmar-Bangladesh (Sunda Continuation) | 83.4% | M4.4 MYANMAR-INDIA BORDER REGION | A | 1.0d early | 92km | verify | Replay | |
| 2026-08-20 | Earthquake | Central America NW (Guatemala-Nicaragua) | 83.4% | M4.4 OFFSHORE EL SALVADOR | A | 3.3d early | 94km | verify | Replay | |
| 2026-08-20 | Earthquake | Mariana Trench | 83.4% | M4.5 85 km N of Saipan, Northern Mariana Islands | B | 0.6d early | 182km | verify | Replay | |
| 2026-08-20 | Earthquake | Central America (Guatemala-Panama) | 83.4% | M4.4 OFFSHORE EL SALVADOR | C | 3.3d early | 511km | verify | Replay | |
| 2026-08-20 | Earthquake | Afghanistan-Pakistan (Hindu Kush) | 85.0% | M4.4 17 km W of Ashkāsham, Afghanistan | B | 2.6d early | 205km | verify | Replay | |
| 2026-08-20 | Earthquake | Caribbean (Puerto Rico Trench) | 49.1% | M3.4 109 km N of Charlotte Amalie, U.S. Virgin Islands | A | 1.3d early | 93km | verify | Replay | |
| 2026-08-20 | Earthquake | Caribbean (Haiti-Puerto Rico-Lesser Antilles) | 49.1% | M3.27 42 km S of Boca de Yuma, Dominican Republic | B | 2.1d early | 477km | verify | Replay | |
| 2026-08-20 | Earthquake | South Sandwich Islands | 85.0% | M5.15 South Sandwich Islands Region | B | 3.5d early | 222km | verify | Replay | |
| 2026-08-20 | Earthquake | Papua New Guinea - Solomon Islands | 72.8% | M4.3 60 km NNW of Lae, Papua New Guinea | B | 3.2d early | 353km | verify | Replay | |
| 2026-08-20 | Earthquake | Indonesia (Sunda Arc) | 71.9% | M4.9 78 km S of Gorontalo, Indonesia | C | 2.6d early | 614km | verify | Replay | |
| 2026-08-20 | Earthquake | New Zealand - North (Hikurangi) | 79.2% | M3.7 300 km north of Te Araroa | C | 0.7d early | 396km | verify | Replay | |
| 2026-08-20 | Earthquake | Mexico Pacific - Guerrero gap | 85.0% | M4.2 OFFSHORE GUERRERO, MEXICO | B | 3.0d early | 329km | verify | Replay | |
| 2026-08-20 | Earthquake | NE Japan (E Honshu-Tohoku-Hokkaido) | 80.4% | M5.92 Hokkaido, Japan Region | A | 3.3d early | 68km | verify | Replay | |
| 2026-08-20 | Earthquake | 25 Km Nne Of Ruteng, Indonesia | 85.0% | M4.6 26 km NNE of Ruteng, Indonesia | A | 0.9d early | 2km | verify | Replay | |
| 2026-08-20 | Earthquake | 32 Km Nne Of Ruteng, Indonesia | 85.0% | M4.5 35 km NE of Ruteng, Indonesia | A | 1.1d early | 5km | verify | Replay | |
| 2026-08-20 | Solar Flare | Global | 85.0% | M4.0 Solar flare C3.1 class | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-20 | Earthquake | Italy (Apennines-Sicily) | 83.4% | M2.8 SICILY, ITALY | D | 0.1d early | 450km | verify | Replay | |
| 2026-08-20 | Earthquake | Aftershock Zone M5.7 -8.4 120.6 | 74.2% | M4.5 35 km NE of Ruteng, Indonesia | A | 1.2d early | 5km | verify | Replay | |
| 2026-08-20 | Earthquake | Hawaii Big Island (deep tectonic, >=15 km) | 83.4% | M3.17 18 km N of Pāhala, Hawaii | A | 3.4d early | 28km | verify | Replay | |
| 2026-08-20 | Earthquake | Swarm 18.1 -67.2 | 56.0% | M2.55 11 km SSE of Maria Antonia, Puerto Rico | A | 2.8d early | 42km | verify | Replay | |
| 2026-08-20 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 63.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-19 | Earthquake | Aftershock Zone M5.8 -8.4 120.5 | 75.0% | M4.6 26 km NNE of Ruteng, Indonesia | A | 1.2d early | 2km | verify | Replay | |
| 2026-08-19 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 67.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-19 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 1.9 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-19 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 67.0 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-19 | Earthquake | Ukraine (Carpathians-Crimea-Vrancea) | 48.6% | M2.7 UKRAINE | B | 3.9d early | 216km | verify | Replay | |
| 2026-08-19 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 36.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-19 | Earthquake | Swarm 51.9 176.9 | 72.6% | M3.0 276 km ESE of Attu Station, Alaska | B | 0.2d early | 2km | verify | Replay | |
| 2026-08-19 | Earthquake | Tibetan Plateau / Pamir | 66.1% | M5.2 270 km SSE of Dunhuang, China | D | 0.7d early | 1047km | verify | Replay | |
| 2026-08-19 | Geyser Eruption | Yellowstone | 55.0% | Old Faithful eruption (lead time: 63.8 min) | B | 0.0d early | 0km | verify | Replay | |
| 2026-08-19 | Earthquake | Macquarie Ridge / Puysegur (south of NZ) | 85.0% | M4.7 125 km west of Snares Islands | C | 1.7d early | 653km | verify | Replay | |
| 2026-08-19 | Geyser | Yellowstone Great Fountain | 80.5% | Fountain Geyser eruption (lead: 646 min) | A | 0.5d early | 0km | verify | Replay | |
| 2026-08-19 | Geyser | Yellowstone Grand | 57.7% | Grand Geyser eruption (lead: 282 min) | B | 0.2d early | 0km | verify | Replay |
Models backtested against 21 days of historical USGS data.
| Region | TP | FP | FN | Precision | Recall | F1 |
|---|---|---|---|---|---|---|
| oklahoma | 2 | 26 | 0 | 7.1% | 100.0% | 13.3% |
| samoa | 1 | 3 | 0 | 25.0% | 100.0% | 40.0% |
| ucerf3 | 8 | 26 | 0 | 23.5% | 100.0% | 38.1% |
| cascadia | 1 | 27 | 0 | 3.6% | 100.0% | 6.9% |
| wasatch | 1 | 27 | 0 | 3.6% | 100.0% | 6.9% |
| new_madrid | 0 | 24 | 0 | 0.0% | 0.0% | 0.0% |
| central_utah | 0 | 2 | 0 | 0.0% | 0.0% | 0.0% |
| hurricane_fault | 0 | 2 | 0 | 0.0% | 0.0% | 0.0% |
| alaska | 0 | 4 | 0 | 0.0% | 0.0% | 0.0% |
Every prediction is SHA-256 hashed at creation time and added to a tamper-proof hash chain. When a real-world event occurs (confirmed by USGS, NOAA, EMSC, NASA FIRMS, or NWS), the system automatically matches it against pre-existing predictions within 300km and 7 days.
Grading: A (80+ pts) to F (<20 pts) based on distance accuracy (0-50 pts) + prediction lead time (0-50 pts). Grade A requires <50km distance accuracy AND 72+ hours of advance warning.