KALPOLY paper desk — technical view

Updated 2026-08-31 10:43 PM ET · every stream, every scan pass

Plain-English P&L summary is in account.html. This page is the engine room.

Equity
$20,655
Closed score
+$15,655
Open stake
$2,570
If open settled at cost
$18,085

Calibration (predicted p vs actual, closed tickets)

Rows dimmed below n=5 are not enough tickets to trust. Gap = mean predicted probability of our side minus actual win rate; positive means we're overconfident, negative means underconfident. Brier score: lower is better, 0.25 is what a coin flip scores.

Overall (n=93, Brier=0.233)

Predicted pNMean predictedActual win rateGap
20-30%325.2%33.3%-8.1pp
30-40%1135.0%9.1%+25.9pp
40-50%1443.6%28.6%+15.0pp
50-60%355.7%33.3%+22.4pp
60-70%665.0%33.3%+31.7pp
70-80%1476.0%50.0%+26.0pp
80-90%1085.2%70.0%+15.2pp
90-100%3298.6%78.1%+20.4pp

live (n=8, Brier=0.000)

Predicted pNMean predictedActual win rateGap
90-100%8100.0%100.0%+0.0pp

rain (n=5, Brier=0.054)

Predicted pNMean predictedActual win rateGap
30-40%135.0%0.0%+35.0pp
70-80%275.5%100.0%-24.5pp
80-90%184.0%100.0%-16.0pp
90-100%1100.0%100.0%+0.0pp

weather (n=80, Brier=0.268)

Predicted pNMean predictedActual win rateGap
20-30%325.2%33.3%-8.1pp
30-40%1035.0%10.0%+25.0pp
40-50%1443.6%28.6%+15.0pp
50-60%355.7%33.3%+22.4pp
60-70%665.0%33.3%+31.7pp
70-80%1276.1%41.7%+34.5pp
80-90%985.4%66.7%+18.7pp
90-100%2398.0%69.6%+28.4pp

Weather by city

CityNGapBrier
OKC1+75.6pp0.572
DC1+68.3pp0.466
Miami7+66.9pp0.640
Philly2+57.9pp0.367
SanAntonio1-57.3pp0.329
Chicago7+48.8pp0.331
Vegas2-47.0pp0.227
Minneapolis3+37.0pp0.304
Houston4+36.0pp0.575
Phoenix1+35.4pp0.125
Dallas7+34.7pp0.282
Seattle3+27.6pp0.115
Atlanta6+27.4pp0.122
LA7+25.6pp0.271
Denver5+24.9pp0.381
Austin6-7.9pp0.162
Boston1-6.1pp0.004
SanDiego3-3.3pp0.003
Newark2-3.0pp0.002
NYC6-1.0pp0.111
SF4+0.3pp0.052
Trenton1+0.0pp0.000

Cheap YES (<15¢) — isolated (n=19, Brier=0.297)

Predicted pNMean predictedActual win rateGap
20-30%325.2%33.3%-8.1pp
30-40%534.1%20.0%+14.1pp
40-50%743.7%28.6%+15.2pp
60-70%163.4%0.0%+63.4pp
70-80%273.8%0.0%+73.8pp
90-100%1100.0%0.0%+100.0pp

Closed tickets (full history)

DateStreamCityLabelSideMidStakeScoreWhy
2026-08-31weatherHouston90-91NO0.599300.0$-300evening max 90 in bucket 90.0-91.0
2026-08-31weatherDallas99-100YES0.475297.04$328evening max 100 in bucket 99.0-100.0
2026-08-31weatherPhilly<83NO0.87300.0$-300evening max 82 < 83.0
2026-08-31weatherMiami91-92NO0.495300.0$-300evening max 91 in bucket 91.0-92.0
2026-08-31weatherNYC80-81YES0.2132.62$-133evening max 78 < bucket 80.0-81.0
2026-08-31liveNewark79-80NO0.5300.0$300max 81 > bucket 79.0-80.0
2026-08-31liveNewOrleans88-89NO0.42300.0$217max 90 > bucket 88.0-89.0
2026-08-31weatherAustin97-98YES0.1050000000000000123.5$-24max 100 > bucket 97.0-98.0
2026-08-31weatherLA76-77NO0.165300.0$59max 79 > bucket 76.0-77.0
2026-08-31weatherAtlanta90-91YES0.07500000000000001146.84$-147max 93 > bucket 90.0-91.0
2026-08-31weatherChicago<89YES0.345300.0$-300max 91 >= 89.0
2026-08-30weatherVegas99-100YES0.23500000000000001211.98$690evening max 100 in bucket 99.0-100.0
2026-08-30weatherDenver85-86YES0.2289.78$318evening max 85 in bucket 85.0-86.0
2026-08-30weatherChicago<86YES0.525300.0$271evening max 81 < 86.0
2026-08-30liveSanDiego79-80NO0.45499999999999996300.0$250max 81 > bucket 79.0-80.0
2026-08-30liveSF70-71NO0.64300.0$533max 72 > bucket 70.0-71.0
2026-08-30livePhilly86-87NO0.9299999999999999300.0$3,986max 88 > bucket 86.0-87.0
2026-08-30weatherMinneapolis86-87NO0.5488.02$103max 88 > bucket 86.0-87.0
2026-08-30weatherAustin96-97YES0.085210.22$-210max 100 > bucket 96.0-97.0
2026-08-30weatherDallas99-100YES0.14300.0$-300max 101 > bucket 99.0-100.0
2026-08-30weatherNYC80-81NO0.405300.0$204evening max 78 < bucket 80.0-81.0
2026-08-30weatherLA82-83NO0.445109.78$88max 84 > bucket 82.0-83.0
2026-08-30weatherAtlanta87-88YES0.08499999999999999190.22$-190max 91 > bucket 87.0-88.0
2026-08-30weatherMiami<87YES0.07300.0$-300max 90 >= 87.0
2026-08-29weatherSanDiego89-90NO0.43000000000000005300.0$226evening max 88 < bucket 89.0-90.0
2026-08-29weatherHouston96-97YES0.095143.61$1,368evening max 97 in bucket 96.0-97.0
2026-08-29weatherDenver90-91NO0.47300.0$-300evening max 91 in bucket 90.0-91.0
2026-08-29liveTrenton<79NO0.455300.0$250max 79 >= 79.0
2026-08-29liveAtlanta88-89NO0.64300.0$533max 90 > bucket 88.0-89.0
2026-08-29weatherNewark>87NO0.49522.67$22evening max 81 <= 87.0
2026-08-29weatherSF70-71NO0.915300.0$3,229max 72 > bucket 70.0-71.0
2026-08-29weatherMiami92-93NO0.515300.0$319evening max 86 < bucket 92.0-93.0
2026-08-29weatherNYC81-82YES0.065133.72$-134evening max 75 < bucket 81.0-82.0
2026-08-29weatherLA84-85NO0.485283.98$267max 86 > bucket 84.0-85.0
2026-08-29weatherAtlanta86-87YES0.275182.3$-182max 90 > bucket 86.0-87.0
2026-08-29weatherDallas100-101YES0.345300.0$-300max 103 > bucket 100.0-101.0
2026-08-29weatherChicago<80YES0.07500000000000001300.0$-300max 81 >= 80.0
2026-08-28weatherSF66-67NO0.4933.49$32evening max 65 < bucket 66.0-67.0
2026-08-28weatherSeattle74-75NO0.125266.51$38evening max 72 < bucket 74.0-75.0
2026-08-28weatherMinneapolis82-83NO0.8049999999999999300.0$-300evening max 82 in bucket 82.0-83.0
2026-08-28weatherAustin103-104NO0.175300.0$64evening max 102 < bucket 103.0-104.0
2026-08-28weatherLA86-87NO0.345300.0$-300evening max 86 in bucket 86.0-87.0
2026-08-28weatherMiami92-93NO0.635300.0$-300evening max 93 in bucket 92.0-93.0
2026-08-28liveSanAntonio97-98NO0.14500000000000002300.0$51max 99 > bucket 97.0-98.0
2026-08-28weatherDenver92-93YES0.2433.49$-33max 94 > bucket 92.0-93.0
2026-08-28weatherDallas98-99YES0.08279.62$-280max 102 > bucket 98.0-99.0
2026-08-28weatherNYC80-81NO0.395286.89$187max 82 > bucket 80.0-81.0
2026-08-28weatherChicago80-81YES0.125279.62$-280max 82 > bucket 80.0-81.0
2026-08-27weatherAustin104-105YES0.11164.02$1,327evening max 104 in bucket 104.0-105.0
2026-08-27weatherLA86-87NO0.505300.0$306max 90 > bucket 86.0-87.0
2026-08-27weatherAtlanta88-89NO0.365300.0$172max 90 > bucket 88.0-89.0
2026-08-27weatherDallas98-99NO0.425300.0$222max 101 > bucket 98.0-99.0
2026-08-27weatherChicago82-83YES0.285135.98$-136evening max 81 < bucket 82.0-83.0
2026-08-27weatherMiami91-92NO0.505300.0$306max 93 > bucket 91.0-92.0
2026-08-26weatherSanAntonio<101YES0.075300.0$3,700evening max 100 < 101.0
2026-08-26weatherOKC92-93NO0.51300.0$-300evening max 93 in bucket 92.0-93.0
2026-08-26weatherSF>79YES0.065300.0$-300evening max 77 <= 79.0
2026-08-26weatherSeattle78-79YES0.17300.0$-300evening max 77 < bucket 78.0-79.0
2026-08-26weatherVegas109-110YES0.47300.0$338evening max 109 in bucket 109.0-110.0
2026-08-26weatherHouston100-101YES0.28537.39$-37evening max 99 < bucket 100.0-101.0
2026-08-26weatherDenver>87NO0.445300.0$241evening max 86 <= 87.0
2026-08-26weatherAustin105-106NO0.36300.0$169evening max 102 < bucket 105.0-106.0
2026-08-26weatherDallas100-101NO0.325300.0$-300evening max 100 in bucket 100.0-101.0
2026-08-26rainMiamiMiamiNO0.655149.86$285evening precip 0.000 in (no measurable)
2026-08-26rainNewOrleansNewOrleansYES0.21999999999999997208.33$-208evening precip 0.000 in (no measurable)
2026-08-26weatherTrenton>89NO0.49300.0$288evening max 82 <= 89.0
2026-08-26weatherPhoenix115-116YES0.265150.78$-151max 117 > bucket 115.0-116.0
2026-08-26weatherNewark>88NO0.49253.64$244evening max 84 <= 88.0
2026-08-26weatherSanDiego<86NO0.47500000000000003300.0$271max 90 >= 86.0
2026-08-26weatherDC85-86NO0.505300.0$-300evening max 86 in bucket 85.0-86.0
2026-08-26weatherLA86-87NO0.555300.0$374max 88 > bucket 86.0-87.0
2026-08-26weatherMiami91-92NO0.5300.0$-300evening max 92 in bucket 91.0-92.0
2026-08-26weatherPhilly83-84YES0.165300.0$-300max 86 > bucket 83.0-84.0
2026-08-26weatherAtlanta89-90YES0.195246.36$-246max 91 > bucket 89.0-90.0
2026-08-26weatherChicago81-82YES0.12000000000000001300.0$-300max 84 > bucket 81.0-82.0
2026-08-26weatherNYC<80YES0.12262.61$-263max 80 >= 80.0
2026-08-26weatherBoston<79NO0.63300.0$511max 79 >= 79.0
2026-08-25weatherSanDiego88-89NO0.495221.29$217evening max 85 < bucket 88.0-89.0
2026-08-25weatherSeattle86-87YES0.15300.0$-300evening max 84 < bucket 86.0-87.0
2026-08-25weatherMinneapolis<83NO0.76300.0$-300evening max 81 < 83.0
2026-08-25weatherHouston99-100NO0.5800000000000001300.0$-300evening max 99 in bucket 99.0-100.0
2026-08-25weatherDenver84-85NO0.565278.71$-279evening max 84 in bucket 84.0-85.0
2026-08-25weatherAustin101-102YES0.35300.0$557evening max 102 in bucket 101.0-102.0
2026-08-25weatherLA>88YES0.06499999999999997300.0$-300evening max 84 <= 88.0
2026-08-25weatherDallas106-107YES0.07300.0$-300evening max 100 < bucket 106.0-107.0
2026-08-25weatherChicago80-81NO0.705300.0$-300evening max 81 in bucket 80.0-81.0
2026-08-25weatherSF66-67NO0.535300.0$345max 68 > bucket 66.0-67.0
2026-08-25rainChicagoChicagoNO0.1300.0$33evening precip 0.000 in (no measurable)
2026-08-25rainDallasDallasNO0.33499999999999996300.0$151evening precip 0.000 in (no measurable)
2026-08-25rainMiamiMiamiNO0.695300.0$684evening precip 0.000 in (no measurable)
2026-08-25weatherAtlanta94-95YES0.225300.0$-300evening max 93 < bucket 94.0-95.0
2026-08-25weatherMiami92-93NO0.575300.0$-300evening max 92 in bucket 92.0-93.0
2026-08-25weatherNYC76-77YES0.115300.0$2,309evening max 77 in bucket 76.0-77.0

This pass

CityLabelSideWonHighScoreReason
None

Open paper

StreamCity / marketSideMidModelStake
gdpWill **real GDP** increase by more than 3.5% in Q3 2026?YES0.2450.75300.0
cpiWill CPI rise more than 0.5% in November 2026?NO0.910.25300
claimsHow many initial jobless claims will there be the week ending Aug 29, 2026?YES0.561.0300.0
weatherWill the maximum temperature be >100° on Aug 31, 2026?NO0.51170.34
weatherWill the maximum temperature be <83° on Sep 1, 2026?NO0.6450.3537300.0
weatherWill the highest temperature in Miami be between 90-91°F on September 1?NO0.555300.0
weatherWill the maximum temperature be 89-90° on Sep 1, 2026?YES0.1550.4756284.56
weatherWill the maximum temperature be <98° on Sep 1, 2026?YES0.0950.7927300.0
weatherWill the maximum temperature be 93-94° on Sep 1, 2026?YES0.1250.4878300.0
weatherWill the highest temperature in Los Angeles be between 76-77°F on September 1?NO0.5450.048815.44

Already in (obs vs book)

CityLabelSideMidMaxEdgeReason
None

Claims (obs vs book)

LabelSideMidClaimsEdge
None

Rain

CityTickerTitleMidNWS PoPEdgeSide
TrentonKXRAIN-26SEP01-TTNWill it rain in Trenton on Sep 1, 2026?0.7350.35-0.385NO
SFKXRAIN-26SEP01-SFOWill it rain in San Francisco on Sep 1, 2026?0.084999999999999990.03
SeattleKXRAIN-26SEP01-SEAWill it rain in Seattle on Sep 1, 2026?0.035000000000000020.08
SanAntonioKXRAIN-26SEP01-SATXWill it rain in San Antonio on Sep 1, 2026?0.069999999999999980.11
PhoenixKXRAIN-26SEP01-PHXWill it rain in Phoenix on Sep 1, 2026?0.1150.03
PhillyKXRAIN-26SEP01-PHILWill it rain in Philadelphia on Sep 1, 2026?0.70.3-0.4NO
OKCKXRAIN-26SEP01-OKCWill it rain in Oklahoma City on Sep 1, 2026?0.015000000000000010.0
NYCKXRAIN-26SEP01-NYCWill it rain in New York City on Sep 1, 2026?0.90999999999999990.74-0.17NO
NewOrleansKXRAIN-26SEP01-NOLAWill it rain in New Orleans on Sep 1, 2026?0.720.51-0.21NO
MinneapolisKXRAIN-26SEP01-MINWill it rain in Minneapolis on Sep 1, 2026?0.1151.00.885YES
MiamiKXRAIN-26SEP01-MIAWill it rain in Miami on Sep 1, 2026?0.7750.71
VegasKXRAIN-26SEP01-LVWill it rain in Las Vegas on Sep 1, 2026?0.0250000000000000151.0
LAKXRAIN-26SEP01-LAXWill it rain in Los Angeles on Sep 1, 2026?0.0100000000000000091.0
HoustonKXRAIN-26SEP01-HOUWill it rain in Houston on Sep 1, 2026?0.9250.71-0.215NO
NewarkKXRAIN-26SEP01-EWRWill it rain in Newark on Sep 1, 2026?0.8650.75
DenverKXRAIN-26SEP01-DENWill it rain in Denver on Sep 1, 2026?0.270.11-0.16NO
DCKXRAIN-26SEP01-DCWill it rain in Washington DC on Sep 1, 2026?0.280.15-0.13NO
DallasKXRAIN-26SEP01-DALWill it rain in Dallas on Sep 1, 2026?0.069999999999999980.11
ChicagoKXRAIN-26SEP01-CHIWill it rain in Chicago on Sep 1, 2026?0.329999999999999960.15-0.18NO
BostonKXRAIN-26SEP01-BOSWill it rain in Boston on Sep 1, 2026?0.8950.78
AustinKXRAIN-26SEP01-AUSWill it rain in Austin on Sep 1, 2026?0.1350.14
AtlantaKXRAIN-26SEP01-ATLWill it rain in Atlanta on Sep 1, 2026?0.030000000000000020.02

GDP nowcast

TickerTitleMidNowcastEdgeSide
KXGDP-26OCT30-T4.0Will **real GDP** increase by more than 4.0% in Q3 2026?0.134.60.62YES
KXGDP-26OCT30-T3.5Will **real GDP** increase by more than 3.5% in Q3 2026?0.245000000000000024.60.505YES
KXGDP-26OCT30-T3.0Will **real GDP** increase by more than 3.0% in Q3 2026?0.364.60.39YES
KXGDP-26OCT30-T0.0Will **real GDP** increase by more than 0.0% in Q3 2026?0.9654.6-0.215
KXGDP-26OCT30-T0.5Will **real GDP** increase by more than 0.5% in Q3 2026?0.874.6-0.12NO
KXGDP-26OCT30-T2.5Will **real GDP** increase by more than 2.5% in Q3 2026?0.4754.60.275YES
KXGDP-26OCT30-T2.0Will **real GDP** increase by more than 2.0% in Q3 2026?0.70500000000000014.60.045
KXGDP-26OCT30-T1.5Will **real GDP** increase by more than 1.5% in Q3 2026?0.7354.60.015
KXGDP-26OCT30-T1.0Will **real GDP** increase by more than 1.0% in Q3 2026?0.83000000000000014.6-0.08NO

CPI nowcast

TickerTitleMidNowcastEdgeSide
KXCPI-26AUG-T1.0Will CPI rise more than 1.0% in August 2026?0.0300000000000000270.360.22
KXCPI-26AUG-T0.9Will CPI rise more than 0.9% in August 2026?0.0200000000000000180.360.23
KXCPI-26AUG-T0.8Will CPI rise more than 0.8% in August 2026?0.0100000000000000090.360.24
KXCPI-26AUG-T0.7Will CPI rise more than 0.7% in August 2026?0.0400000000000000360.360.21
KXCPI-26AUG-T0.6Will CPI rise more than 0.6% in August 2026?0.0400000000000000360.360.21
KXCPI-26SEP-T0.6Will CPI rise more than 0.6% in September 2026?0.274999999999999970.36-0.025
KXCPI-26SEP-T-0.4Will CPI rise more than -0.4% in September 2026?0.9750.36
KXCPI-26SEP-T-0.3Will CPI rise more than -0.3% in September 2026?0.950.36
KXCPI-26SEP-T-0.2Will CPI rise more than -0.2% in September 2026?0.90999999999999990.36
KXCPI-26AUG-T-0.4Will CPI rise more than -0.4% in August 2026?0.830.36
KXCPI-26AUG-T-0.3Will CPI rise more than -0.3% in August 2026?0.830.36
KXCPI-26AUG-T-0.2Will CPI rise more than -0.2% in August 2026?0.960.36
KXCPI-26NOV-T0.5Will CPI rise more than 0.5% in November 2026?0.420000000000000040.36-0.17NO
KXCPI-26NOV-T0.4Will CPI rise more than 0.4% in November 2026?0.480.36-0.23NO
KXCPI-26NOV-T0.3Will CPI rise more than 0.3% in November 2026?0.430.360.32YES
KXCPI-26NOV-T0.2Will CPI rise more than 0.2% in November 2026?0.6150.360.135YES
KXCPI-26NOV-T0.1Will CPI rise more than 0.1% in November 2026?0.76499999999999990.36-0.015
KXCPI-26NOV-T-0.1Will CPI rise more than -0.1% in November 2026?0.750.36
KXCPI-26NOV-T0.0Will CPI rise more than 0.0% in November 2026?0.80.36-0.05
KXCPI-26OCT-T0.5Will CPI rise more than 0.5% in October 2026?0.380.36-0.13NO

Ladder breaks

LadderCheckDetailEdge
KXHIGHNY-26SEP01partition_sumrange YES mids sum to 0.480-0.52
KXHIGHCHI-26SEP01partition_sumrange YES mids sum to 0.720-0.28
KXHIGHLAX-26SEP01partition_sumrange YES mids sum to 0.755-0.245
KXHIGHTHOU-26SEP01partition_sumrange YES mids sum to 0.375-0.625
KXHIGHTHOU-26AUG31partition_sumrange YES mids sum to 0.020-0.98
KXHIGHPHIL-26AUG31partition_sumrange YES mids sum to 0.020-0.98
KXHIGHTBOS-26SEP01partition_sumrange YES mids sum to 0.835-0.165
KXHIGHTBOS-26AUG31partition_sumrange YES mids sum to 0.020-0.98
KXHIGHTDC-26AUG31partition_sumrange YES mids sum to 0.020-0.98
KXHIGHTPHX-26AUG31partition_sumrange YES mids sum to 0.020-0.98
KXHIGHTMIN-26AUG31partition_sumrange YES mids sum to 0.020-0.98
KXHIGHTSAN-26SEP01partition_sumrange YES mids sum to 1.7300.73
KXHIGHTSATX-26SEP01partition_sumrange YES mids sum to 0.880-0.12
KXHIGHTEWR-26SEP01partition_sumrange YES mids sum to 1.9350.935
KXHIGHTTTN-26SEP01partition_sumrange YES mids sum to 1.9250.925
KXHIGHTTTN-26AUG31partition_sumrange YES mids sum to 0.060-0.94

Resolution notes

PairRiskKalshi rulePoly rule
NYC daily highDifferent thermometer. Houston-style trap: Hobby vs Bush.Kalshi KXHIGHNY settles on the official high at a named NWS station (check the event page)Polymarket highest-temperature-in-nyc uses a site= station in the market metadata. Confirm
Miami daily highAirport vs city blend. Grid models under-read KMIA spikes.KXHIGHMIA named station on the event.highest-temperature-in-miami site= in Gamma.
CPI printTwin markets that are not twins. Both legs can lose.Usually seasonally adjusted CPI-U, one-decimal MoM or a specified YoY series. Last trade ~Read the exact series (headline vs core, MoM vs YoY) and rounding.
Daily rainMeasurable precip vs any rain. Trace drizzle can feel wet and still settle No. Station mismatch (Midway vs O'Hare, DFW vs Love).KXRAIN settles Yes only if The Weather Company station total is strictly > 0.00 in. Trace If a city rain book exists, confirm the same station and whether trace counts. NWS forecas
Quarterly GDPNowcast can miss the BEA print by ~1pp. Do not treat GDPNow as settlement.KXGDP is BEA real GDP SAAR advance estimate, one decimal, strictly greater than the strikeConfirm vintage (advance vs second/third) and the exact quarter.

Errors

None