Pythagoras Dashboard

Last Updated: 2026-03-01 22:19 UTC Training: 2020-07-04 to 2025-07-04 Validation/Backtest: 2025-08-01 to now

Candle Coverage

Interval coverage + optional per-asset detail
1d Coverage
12,549 / 13,344 assets with candles (94.04%)
First Candle2017-08-29
Last Candle2026-02-27
Total Candles11,532,164
Assets Missing795
Per-Asset 1d Detail
Symbol 1d Candles First Last Days Covered Days Missing
DBCA12026-02-272026-02-2713104
EFFE12026-02-272026-02-2713104
GENB12026-02-272026-02-2713104
ILLUU12026-02-272026-02-2713104
SLVX12026-02-272026-02-2713104
BAIV22026-02-262026-02-2723103
BCHT22026-02-262026-02-2723103
DBCAW22026-02-262026-02-2723103
FCXG22026-02-262026-02-2723103
FVAV22026-02-262026-02-2723103
LTAX22026-02-262026-02-2723103
RFAM22026-02-262026-02-2723103
TPRY22026-02-262026-02-2723103
TRAD.U22026-02-262026-02-2723103
TRGSU22026-02-262026-02-2723103
ACYN32026-02-252026-02-2733102
AINT32026-02-252026-02-2733102
MZYX.U32026-02-252026-02-2733102
NUCL32026-02-252026-02-2733102
NUCLW32026-02-252026-02-2733102
PBRG32026-02-252026-02-2733102
SCPQ32026-02-252026-02-2733102
SUIS32026-02-252026-02-2733102
TSI.RT32026-02-252026-02-2733102
TSUI32026-02-252026-02-2733102
WPAC32026-02-252026-02-2733102
XRN.PRB32026-02-252026-02-2733102
AXPG42026-02-242026-02-2743101
CTAAU42026-02-242026-02-2743101
IQMM42026-02-242026-02-2743101
KBFR42026-02-242026-02-2743101
NBFR42026-02-242026-02-2743101
QNC42026-02-242026-02-2743101
WTLS42026-02-242026-02-2743101
XBFR42026-02-242026-02-2743101
XRN.PRA42026-02-242026-02-2743101
CCOM52026-02-232026-02-2753100
COMD52026-02-232026-02-2753100
DLFE52026-02-232026-02-2753100
EXEQ52026-02-232026-02-2753100
JA52026-02-232026-02-2753100
MEVOW52026-02-232026-02-2753100
ONEH52026-02-232026-02-2753100
SDMF52026-02-232026-02-2753100
ANV62026-02-202026-02-2783097
BESS62026-02-202026-02-2783097
BESS.WS62026-02-202026-02-2783097
COPZ62026-02-202026-02-2783097
CSTK62026-02-202026-02-2783097
FGRU62026-02-202026-02-2783097
GAING62026-02-202026-02-2783097
HAKY62026-02-202026-02-2783097
ITHA62026-02-202026-02-2783097
SMRF62026-02-202026-02-2783097
TMLP62026-02-202026-02-2783097
WTIB62026-02-202026-02-2783097
XDEF62026-02-202026-02-2783097
AACOU72026-02-192026-02-2793096
ACAAU72026-02-192026-02-2793096
AIDX72026-02-192026-02-2793096
APHU72026-02-192026-02-2793096
AVTM72026-02-192026-02-2793096
BLRK72026-02-192026-02-2793096
COHX72026-02-192026-02-2793096
DNNG72026-02-192026-02-2793096
FCLO72026-02-192026-02-2793096
GDT72026-02-192026-02-2793096
GSUI72026-02-192026-02-2793096
LEUX72026-02-192026-02-2793096
MEVO72026-02-192026-02-2793096
PALOU72026-02-192026-02-2793096
RCLY72026-02-192026-02-2793096
SCOW72026-02-192026-02-2793096
SSS72026-02-192026-02-2793096
SVAQ72026-02-192026-02-2793096
TRUC72026-02-192026-02-2793096
VUS72026-02-192026-02-2793096
ATCL82026-02-182026-02-27103095
RCLR82026-02-182026-02-27103095
SGRW82026-02-182026-02-27103095
SHAZ82026-02-182026-02-27103095
CTIF92026-02-172026-02-27113094
INFQ.WS92026-02-172026-02-27113094
SCPQW92026-02-172026-02-27113094
SVAQW92026-02-172026-02-27113094
AEAQ102026-02-132026-02-27153090
BFJA102026-02-132026-02-27153090
FAAA102026-02-132026-02-27153090
FEMD102026-02-132026-02-27153090
KCOP102026-02-132026-02-27153090
RFAMU102026-02-132026-02-27153090
VHCPW102026-02-132026-02-27153090
WLIIU102026-02-132026-02-27153090
XRXDW102026-02-132026-02-27153090
ADACW112026-02-122026-02-27163089
APC112026-02-122026-02-27163089
BEZ112026-02-122026-02-27163089
BRAI112026-02-122026-02-27163089
CICC112026-02-122026-02-27163089
ERNAW112026-02-122026-02-27163089
HACQU112026-02-122026-02-27163089
MRVU112026-02-122026-02-27163089
NFRX112026-02-122026-02-27163089
PAACU112026-02-122026-02-27163089
SMZ112026-02-122026-02-27163089
SOFA112026-02-122026-02-27163089
XFLH.U112026-02-122026-02-27163089
ADAC122026-02-112026-02-27173088
AGBK122026-02-112026-02-27173088
AIMS122026-02-112026-02-27173088
AIUP122026-02-112026-02-27173088
ASMU122026-02-112026-02-27173088
BBCQ122026-02-112026-02-27173088
BEBE.WS122026-02-112026-02-27173088
BLRKW122026-02-112026-02-27173088
CCXIW122026-02-112026-02-27173088
DBCAU122026-02-112026-02-27173088
IACOU122026-02-112026-02-27173088
IRHOR122026-02-112026-02-27173088
JRI.RT122026-02-112026-02-27173088
LPCVW122026-02-112026-02-27173088
MWH122026-02-112026-02-27173088
SAV122026-02-112026-02-27173088
TEMD122026-02-112026-02-27173088
UECG122026-02-112026-02-27173088
USFE122026-02-112026-02-27173088
VDI122026-02-112026-02-27173088
CRMU132026-02-102026-02-27183087
FCNCN132026-02-102026-02-27183087
JAGU132026-02-102026-02-27183087
MRNX132026-02-102026-02-27183087
ORCL.PRD132026-02-102026-02-27183087
STHH132026-02-102026-02-27183087
SVIVU132026-02-102026-02-27183087
TLA132026-02-102026-02-27183087
VHCP132026-02-102026-02-27183087
VSECU132026-02-102026-02-27183087
ASTN142026-02-092026-02-27193086
BEBE142026-02-092026-02-27193086
BRES142026-02-092026-02-27193086
CSIO142026-02-092026-02-27193086
HUTG142026-02-092026-02-27193086
SBXE142026-02-092026-02-27193086
UFOD142026-02-092026-02-27193086
WAGN142026-02-092026-02-27193086
AGMB152026-02-062026-02-27223083
C.PRR152026-02-062026-02-27223083
CAQUU152026-02-062026-02-27223083
ITOL152026-02-062026-02-27223083
MSLE152026-02-062026-02-27223083
OFRM152026-02-062026-02-27223083
PAYH152026-02-062026-02-27223083
SGP152026-02-062026-02-27223083
SPTU152026-02-062026-02-27223083
SSACU152026-02-062026-02-27223083
VALG152026-02-062026-02-27223083
AMPGZ162026-02-052026-02-27233082
BIII.WS162026-02-052026-02-27233082
BOBS162026-02-052026-02-27233082
CEPS162026-02-052026-02-27233082
EIKN162026-02-052026-02-27233082
FPS162026-02-052026-02-27233082
HCACR162026-02-052026-02-27233082
LCO162026-02-052026-02-27233082
PCS162026-02-052026-02-27233082
RWAYI162026-02-052026-02-27233082
ZETX162026-02-052026-02-27233082
ZKP162026-02-052026-02-27233082
ZKPW162026-02-052026-02-27233082
MANE172026-02-042026-02-27243081
MESH172026-02-042026-02-27243081
OBAI172026-02-042026-02-27243081
RCAX172026-02-042026-02-27243081
AMPGR182026-02-032026-02-27253080
BIII182026-02-032026-02-27253080
BLDX182026-02-032026-02-27253080
BTYB182026-02-032026-02-27253080
DSCO182026-02-032026-02-27253080
FITBM182026-02-032026-02-27253080
HBANZ182026-02-032026-02-27253080
IRAB.U182026-02-032026-02-27253080
JANI182026-02-032026-02-27253080
MBBA182026-02-032026-02-27253080
MLCIL182026-02-032026-02-27253080
XBCI182026-02-032026-02-27253080
XQQI182026-02-032026-02-27253080
XSPI182026-02-032026-02-27253080
AAUM192026-02-022026-02-27263079
AZN192026-02-022026-02-27263079
BBCQW192026-02-022026-02-27263079
CMTV192026-02-022026-02-27263079
DDFF192026-02-022026-02-27263079
DDTF192026-02-022026-02-27263079
GAUD192026-02-022026-02-27263079
LCIZ192026-02-022026-02-27263079
MESHW192026-02-022026-02-27263079
NWAX192026-02-022026-02-27263079
PLYX192026-02-022026-02-27263079
WPAC.U192026-02-022026-02-27263079
MEVOU202026-01-302026-02-27293076
MUZEU202026-01-302026-02-27293076
NBRGU202026-01-302026-02-27293076
RDWU202026-01-302026-02-27293076
VHUB202026-01-302026-02-27293076
XEML202026-01-302026-02-27293076
AEAQW212026-01-292026-02-27303075
KBONW212026-01-292026-02-27303075
KTWOU212026-01-292026-02-27303075
MDAA212026-01-292026-02-27303075
PICS212026-01-292026-02-27303075
SBXE.WS212026-01-292026-02-27303075
TEXX212026-01-292026-02-27303075
TNXT212026-01-292026-02-27303075
UAC.U212026-01-292026-02-27303075
XSLLU212026-01-292026-02-27303075
YSS212026-01-292026-02-27303075
ACSV222026-01-282026-02-27313074
BANXR222026-01-282026-02-27313074
EPIN222026-01-282026-02-27313074
GOAI222026-01-282026-02-27313074
KRAQU222026-01-282026-02-27313074
ORLG222026-01-282026-02-27313074
PAYM222026-01-282026-02-27313074
PPHC222026-01-282026-02-27313074
QXAS222026-01-282026-02-27313074
SAAQU222026-01-282026-02-27313074
SAC.WS222026-01-282026-02-27313074
SECU222026-01-282026-02-27313074
VTIX222026-01-282026-02-27313074
AVRY232026-01-272026-02-27323073
BALQ232026-01-272026-02-27323073
BKMI232026-01-272026-02-27323073
GIXXU232026-01-272026-02-27323073
KBON232026-01-272026-02-27323073
LITX232026-01-272026-02-27323073
LNOK232026-01-272026-02-27323073
MINE232026-01-272026-02-27323073
MLAAU232026-01-272026-02-27323073
NWAX.WS232026-01-272026-02-27323073
SNXX232026-01-272026-02-27323073
TDOG232026-01-272026-02-27323073
WDCX232026-01-272026-02-27323073
BKFI242026-01-262026-02-27333072
BMM242026-01-262026-02-27333072
IQSZ242026-01-262026-02-27333072
NETG242026-01-262026-02-27333072
RITM.PRF242026-01-262026-02-27333072
RKNG242026-01-262026-02-27333072
SAC242026-01-262026-02-27333072
SPLS242026-01-262026-02-27333072
1h Coverage
0 / 13,344 assets with candles (0.00%)
First Candlenone
Last Candlenone
Total Candles0
Assets Missing13,344
1w Coverage
12,549 / 13,344 assets with candles (94.04%)
First Candle2017-08-29
Last Candle2026-02-27
Total Candles2,499,944
Assets Missing795

Pipeline Freshness

Latest timestamps and row volumes for core tables
ArtifactLatest TimestampLatest Batch RowsTotal RowsAge
label_outcomes2026-03-01 19:22 UTC1,333,2674,829,8322h 57m
feature_values2026-03-01 20:39 UTC16,638,731303,357,2331h 40m
regime_labels2026-02-28 23:54 UTC808,447812,60322h 25m
bin_stats2026-03-01 22:01 UTC3327818m
chunk_stats2026-03-01 22:01 UTC32018m

Label Quality by Trade Spec

Outcome mix from label_outcomes
Trade SpecDirectionNTP FirstSL FirstNeitherWin RateTimeout RateEV Hat
trade_spec_v1_longlong2,989,013987,6441,740,442260,9270.33040.0873-0.005216
trade_spec_v1_long_tp3_sl1long1,334,508353,417829,161151,9300.26480.1138-0.004946

Filter Performance

filter_candidates + filter_evaluations summary
Candidate IDFeatureDecisionScoreNChunk CountBest Chunk Win LBBest Chunk EV LBPass SpecsBest Trade SpecUpdated
cand_rsi_value_period_6rsi_valueweak0.34002,968,56340.3400-0.0033760 / 1trade_spec_v1_long2026-03-01 19:43 UTC
cand_rsi_value_period_21rsi_valueweak0.33952,917,95730.3395-0.0038430 / 1trade_spec_v1_long2026-03-01 20:41 UTC
cand_rsi_value_period_14rsi_valueweak0.33922,941,50540.3392-0.0039010 / 1trade_spec_v1_long2026-03-01 20:12 UTC
cand_vwma_divergence_length_10vwma_divergenceweak0.33463,246,99130.3346-0.003814n/an/a2026-03-01 14:53 UTC
cand_vwma_divergence_length_20vwma_divergenceweak0.33373,293,16830.3337-0.004165n/an/a2026-03-01 14:53 UTC
cand_atr_regime_atr_length_21_baseline_length_100atr_regimeweak0.33322,917,95730.3332-0.0081390 / 1trade_spec_v1_long2026-03-01 22:01 UTC
cand_atr_regime_atr_length_10_baseline_length_100atr_regimeweak0.33312,955,01030.3331-0.0081360 / 1trade_spec_v1_long2026-03-01 21:00 UTC
cand_atr_regime_atr_length_14_baseline_length_100atr_regimeweak0.33312,941,50530.3331-0.0081360 / 1trade_spec_v1_long2026-03-01 21:26 UTC
cand_vwma_divergence_length_50vwma_divergenceweak0.33203,252,55530.3320-0.004606n/an/a2026-03-01 14:53 UTC
cand_choppiness_index_lookback_10choppiness_indexEVALUATINGn/an/an/an/an/an/an/a2026-03-01 22:01 UTC

Candidate Funnel

Counts by progression stage
Total Candidates
10
Evaluated
9
Weak+
9
Promotable
0
Promoted
0

Calibration + Backtest Runs

Latest run metadata
Run TypeRun IDTrain WindowPurge WindowValidation/Backtest WindowSelection ProfileStatus
Calibrationcal_v1_full2020-08-13 to 2025-08-122025-08-12 to 2025-09-012025-09-01 to 2026-02-28selection_profile_cal_v1_fullRecorded
Backtestbacktest_20260228T234830Zn/an/a2025-02-28 to 2026-02-28selection_profile_defaultRecorded

Appendix: Core Concepts + Run Order

Concept definitions and pipeline cheat sheet

Core Concepts

ConceptWhat It IsBuilt By
CandlesRaw OHLCV bars per symbol/interval from Alpaca.alpaca sync-candles
LabelsPer-signal trade outcome: TP_FIRST, SL_FIRST, NEITHER.strategy build-labels
FeaturesNumeric values at time t used for binning and stats.strategy build-features
RegimesMarket context labels evaluated with no lookahead.strategy build-regimes
Bin StatsCounts/sums per feature-bin and context.strategy build-bin-stats
ChunksContiguous eligible bin runs used for votes.strategy build-chunks
CalibrationSelection profile fit on train/validate windows.strategy calibrate
Decide EODCommittee decision output for next session.strategy decide-eod
BacktestWalk-forward/portfolio simulation outputs.strategy backtest-walkforward

Pipeline Order + Freshness

1
alpaca sync-assets
Universe metadata
Fresh22h 22m
2
alpaca sync-candles
Canonical bars
Stale65h 19m
3
strategy build-weekly
Derived 1w bars
Stale65h 19m
4
strategy build-groups
Monthly group assignments
Fresh23h 10m
5
strategy build-labels
Outcome labels
Fresh2h 57m
6
strategy build-features
Feature values
Fresh1h 40m
7
strategy build-regimes
Regime labels
Fresh22h 25m
8
strategy build-bin-stats
Probability tables
Fresh18m
9
strategy build-chunks
Signal chunks
Fresh18m
10
strategy calibrate
Selection profile
Fresh22h 31m
11
strategy decide-eod
Committee decision
Runtimen/a
12
strategy backtest-walkforward
WFA performance
Fresh22h 31m