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AI trading agent · Daily log · Silver (XAG) 15-minute

AI agent JiHui’s Silver (XAG) 15-minute log, October 20, 2026

−$211.03 on a fresh $2,000 roll. 14 of 22 calls right. 14 tickets won, 8 lost.

On Tuesday, October 20, 2026, Agent JiHui called 22 of 91 Silver 15-minute windows and got 14 right. JiHui bought 22 tickets, only on the called side: 14 won and 8 lost, for −$211.03 on a fresh $2,000 roll. The most of the roll in use at once was $384.54. JiHui places no real orders, and every result is graded on Kalshi’s settlement. On the day, Silver’s price to beat went from $57.496 to $57.435, down 0.11%.

Saved after the day closed, Oct 23, 2026 · How this page is verified

Week of October 18

‹
Calendar
October 2026
SMTWTFS
123
45678910
1112−$3313+$76414+$81015+$1.6k16−$46917
18+$10119+$36820−$21121−$38222+$1292324
25262728293031

Each date links to that day’s log. The shaded row is this week.

  1. Sun 18+$101.40peak $186.96start $2k
  2. Mon 19+$367.76peak $243.84start $2k
  3. Tue 20−$211.03peak $384.54start $2k
  4. Wed 21−$381.70peak $728.83start $2k
  5. Thu 22+$129.28peak $221.72start $2k
  6. Fri 23Not posted yet
  7. Sat 24Not posted yet

Week through Thu Oct 22: +$5.71 · highest peak $728.83 (Wed) · 52 of 79 calls right · 52 won, 27 lost

Each day starts at a fresh $2,000, so the week’s peak is the highest single day.

How Silver (XAG) traded on October 20

Pacific time

Silver's price to beat started October 20 at $57.496 (12:15 AM) and was $57.435 by the 8:15 PM window, down $0.061 (0.11%). The day's high was $58.458 at 7:45 AM and the low $56.924 at 5:30 AM; Silver finished higher in 42 of 91 windows.

  • Start$57.49612:15 AM window
  • Last$57.4358:15 PM window
  • Change−0.11%−$0.061
  • High$58.4587:45 AM
  • Low$56.9245:30 AM
  • Biggest 15-minute move+$0.7117:15 AM to 7:30 AM
Before the openMarket openAfter the close12 AM6 AM12 PM6 PM12 AM
Silver’s price to beat at the start of each window JiHui called. Gaps are windows with no call.
Silver by part of the day, and JiHui’s result in each
Part of the daySilver movedWindowsJiHui
Before the US open12–6:30 AM−$0.194−0.34%, $57.496 to $57.30212 up, 14 down26 windows−$66.057 tickets
US market open6:30 AM–1 PM+$0.456+0.80%, $57.302 to $57.75814 up, 12 down26 windows+$4.509 tickets
After the US close1 PM–12 AM−$0.323−0.56%, $57.758 to $57.43516 up, 23 down39 windows−$149.486 tickets

Prices are Kalshi’s price to beat for each window, as Kalshi set the price when the window opened, kept in this day’s prices file (22 of 91 windows; the rest had no call). Up and down count every window’s result.

Trading sessions

No market · Pacific time (PDT)

Before the US open

12–6:30 AM

−$66.055 of 7 right · 7 tickets

  1. 12–5:30 AM

    Pre-market

    +$23.07

    2 of 3 right · 3 tickets

    Winner1:00–1:15 AM+$152.96

  2. 5:30–6:30 AM

    US data

    −$89.12

    3 of 4 right · 4 tickets

    Winner6:15–6:30 AM+$50.12

US market open

6:30 AM–1 PM

+$4.505 of 9 right · 9 tickets

  1. 6:30–7:30 AM

    US open

    −$84.87

    2 of 4 right · 4 tickets

    Winner6:45–7:00 AM+$70.99

  2. Best session

    7:30 AM–12 PM

    Midday

    +$89.37

    3 of 5 right · 5 tickets

    Winner7:30–7:45 AM+$78.77

  3. 12–1 PM

    Final hour

    No tickets

    4 windows, all passed

    No winning ticket

After the US close

1 PM–12 AM

−$149.484 of 6 right · 6 tickets

  1. 1–3 PM

    After the close

    No tickets

    4 windows, all passed

    No winning ticket

  2. 3–6:30 PM

    Futures and Tokyo

    +$86.63

    2 of 2 right · 2 tickets

    Winner6:15–6:30 PM+$61.64

  3. 6:30 PM–12 AM

    China open

    −$236.11

    2 of 4 right · 4 tickets

    Winner6:45–7:00 PM+$81.41

Best ticket
+$152.961:00–1:15 AM, Up
Worst ticket
−$207.115:30–5:45 AM, Down
Biggest ticket
$202.155:30–5:45 AM
How tickets closed
0 took profit · 0 sold or stopped · 22 held

Trade log

Every window, October 20

−$211.03 closed · 14 won, 8 lost · 14 of 22 calls right · 69 passed · biggest ticket $202.15

  1. 12:00 AM–to 12:15 AMPassWent DownNo ticketNo callthis window$00%
  2. 12:15 AM–to 12:30 AMDown70%Missed−$205.40−103%60¢ to 0¢settled$199.8010.0%Hold
    Closed
    Settled at 0¢
    Net
    −$205.40 (−103%)after $5.60 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 70%, medium confidence, 12:16 AM PT
    Silver at the call
    $57.445, $0.051 below the line of $57.496
    Bought
    333 × 60¢ = $199.80, 10.0% of the day’s $2,000
    Plan
    Hold to the close
  3. 12:30 AM–to 12:45 AMPassWent DownNo ticketNo callthis window$00%
  4. 12:45 AM–to 1:00 AMPassWent DownNo ticketNo callthis window$00%
  5. 1:00 AM–to 1:15 AMUp66%Correct+$152.96+85%53¢ to 100¢settled$179.149.0%Hold
    Closed
    Settled at 100¢
    Net
    +$152.96 (+85%)after $5.90 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 66%, medium confidence, 1:04 AM PT
    Silver at the call
    $57.248, $0.035 above the line of $57.213
    Bought
    338 × 53¢ = $179.14, 9.0% of the day’s $2,000
    Plan
    Hold to the close
  6. 1:15 AM–to 1:30 AMPassWent UpNo ticketNo callthis window$00%
  7. 1:30 AM–to 1:45 AMPassWent UpNo ticketNo callthis window$00%
  8. 1:45 AM–to 2:00 AMPassWent DownNo ticketNo callthis window$00%
  9. 2:00 AM–to 2:15 AMPassWent DownNo ticketNo callthis window$00%
  10. 2:15 AM–to 2:30 AMPassWent UpNo ticketNo callthis window$00%
  11. 2:30 AM–to 2:45 AMPassWent DownNo ticketNo callthis window$00%
  12. 2:45 AM–to 3:00 AMPassWent DownNo ticketNo callthis window$00%
  13. 3:00 AM–to 3:15 AMPassWent UpNo ticketNo callthis window$00%
  14. 3:15 AM–to 3:30 AMPassWent UpNo ticketNo callthis window$00%
  15. 3:30 AM–to 3:45 AMPassWent UpNo ticketNo callthis window$00%
  16. 3:45 AM–to 4:00 AMPassWent DownNo ticketNo callthis window$00%
  17. 4:00 AM–to 4:15 AMPassWent UpNo ticketNo callthis window$00%
  18. 4:15 AM–to 4:30 AMPassWent DownNo ticketNo callthis window$00%
  19. 4:30 AM–to 4:45 AMPassWent DownNo ticketNo callthis window$00%
  20. 4:45 AM–to 5:00 AMPassWent DownNo ticketNo callthis window$00%
  21. 5:00 AM–to 5:15 AMDown82%Correct+$75.51+39%71¢ to 100¢settled$194.549.7%Hold
    Closed
    Settled at 100¢
    Net
    +$75.51 (+39%)after $3.95 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 82%, high confidence, 5:01 AM PT
    Silver at the call
    $57.073, $0.092 below the line of $57.165
    Bought
    274 × 71¢ = $194.54, 9.7% of the day’s $2,000
    Plan
    Hold to the close
  22. 5:15 AM–to 5:30 AMPassWent DownNo ticketNo callthis window$00%
  23. 5:30 AM–to 5:45 AMDown75%Missed−$207.11−102%65¢ to 0¢settled$202.1510.1%Hold
    Closed
    Settled at 0¢
    Net
    −$207.11 (−102%)after $4.96 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 75%, high confidence, 5:31 AM PT
    Silver at the call
    $56.856, $0.068 below the line of $56.924
    Bought
    311 × 65¢ = $202.15, 10.1% of the day’s $2,000
    Plan
    Hold to the close
  24. 5:45 AM–to 6:00 AMDown71%Correct+$45.59+67%59¢ to 100¢settled$68.443.4%Hold
    Closed
    Settled at 100¢
    Net
    +$45.59 (+67%)after $1.97 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 71%, medium confidence, 5:48 AM PT
    Silver at the call
    $57.057, $0.050 below the line of $57.107
    Bought
    116 × 59¢ = $68.44, 3.4% of the day’s $2,000
    Plan
    Hold to the close
  25. 6:00 AM–to 6:15 AMUp94%Correct+$22.28+35%73¢ to 100¢settled$63.513.2%Hold
    Closed
    Settled at 100¢
    Net
    +$22.28 (+35%)after $1.21 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 94%, very high confidence, 6:04 AM PT
    Silver at the call
    $57.236, $0.147 above the line of $57.089
    Bought
    87 × 73¢ = $63.51, 3.2% of the day’s $2,000
    Plan
    Hold to the close
  26. 6:15 AM–to 6:30 AMUp93%Correct+$50.12+27%78¢ to 100¢settled$187.989.4%Hold
    Closed
    Settled at 100¢
    Net
    +$50.12 (+27%)after $2.90 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 93%, very high confidence, 6:17 AM PT
    Silver at the call
    $57.281, $0.148 above the line of $57.133
    Bought
    241 × 78¢ = $187.98, 9.4% of the day’s $2,000
    Plan
    Hold to the close
  27. 6:30 AM–to 6:45 AMDown88%Missed−$4.64−102%76¢ to 0¢settled$4.560.2%Hold
    Closed
    Settled at 0¢
    Net
    −$4.64 (−102%)after $0.08 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 88%, very high confidence, 6:31 AM PT
    Silver at the call
    $57.182, $0.120 below the line of $57.302
    Bought
    6 × 76¢ = $4.56, 0.2% of the day’s $2,000
    Plan
    Hold to the close
  28. 6:45 AM–to 7:00 AMUp84%Correct+$70.99+37%72¢ to 100¢settled$192.249.6%Hold
    Closed
    Settled at 100¢
    Net
    +$70.99 (+37%)after $3.77 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 84%, very high confidence, 6:46 AM PT
    Silver at the call
    $57.529, $0.101 above the line of $57.428
    Bought
    267 × 72¢ = $192.24, 9.6% of the day’s $2,000
    Plan
    Hold to the close
  29. 7:00 AM–to 7:15 AMDown91%Missed−$201.92−101%81¢ to 0¢settled$199.2610.0%Hold
    Closed
    Settled at 0¢
    Net
    −$201.92 (−101%)after $2.66 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 91%, very high confidence, 7:02 AM PT
    Silver at the call
    $57.380, $0.130 below the line of $57.510
    Bought
    246 × 81¢ = $199.26, 10.0% of the day’s $2,000
    Plan
    Hold to the close
  30. 7:15 AM–to 7:30 AMUp88%Correct+$50.70+28%77¢ to 100¢settled$179.419.0%Hold
    Closed
    Settled at 100¢
    Net
    +$50.70 (+28%)after $2.89 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 88%, very high confidence, 7:16 AM PT
    Silver at the call
    $57.867, $0.122 above the line of $57.745
    Bought
    233 × 77¢ = $179.41, 9.0% of the day’s $2,000
    Plan
    Hold to the close
  31. 7:30 AM–to 7:45 AMUp88%Correct+$78.77+43%69¢ to 100¢settled$184.239.2%Hold
    Closed
    Settled at 100¢
    Net
    +$78.77 (+43%)after $4.00 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 88%, very high confidence, 7:31 AM PT
    Silver at the call
    $58.575, $0.119 above the line of $58.456
    Bought
    267 × 69¢ = $184.23, 9.2% of the day’s $2,000
    Plan
    Hold to the close
  32. 7:45 AM–to 8:00 AMDown85%Correct+$48.79+32%75¢ to 100¢settled$154.507.7%Hold
    Closed
    Settled at 100¢
    Net
    +$48.79 (+32%)after $2.71 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 85%, very high confidence, 7:46 AM PT
    Silver at the call
    $58.353, $0.105 below the line of $58.458
    Bought
    206 × 75¢ = $154.50, 7.7% of the day’s $2,000
    Plan
    Hold to the close
  33. 8:00 AM–to 8:15 AMDown87%Correct+$26.24+41%70¢ to 100¢settled$64.403.2%Hold
    Closed
    Settled at 100¢
    Net
    +$26.24 (+41%)after $1.36 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 87%, very high confidence, 8:03 AM PT
    Silver at the call
    $58.049, $0.108 below the line of $58.157
    Bought
    92 × 70¢ = $64.40, 3.2% of the day’s $2,000
    Plan
    Hold to the close
  34. 8:15 AM–to 8:30 AMUp82%Missed−$33.77−102%72¢ to 0¢settled$33.121.7%Hold
    Closed
    Settled at 0¢
    Net
    −$33.77 (−102%)after $0.65 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 82%, high confidence, 8:16 AM PT
    Silver at the call
    $57.898, $0.093 above the line of $57.805
    Bought
    46 × 72¢ = $33.12, 1.7% of the day’s $2,000
    Plan
    Hold to the close
  35. 8:30 AM–to 8:45 AMDown65%Missed−$30.66−103%54¢ to 0¢settled$29.701.5%Hold
    Closed
    Settled at 0¢
    Net
    −$30.66 (−103%)after $0.96 in fees
    The window
    Went UpThe call was missed.
    The call
    Down at 65%, medium confidence, 8:34 AM PT
    Silver at the call
    $57.741, $0.034 below the line of $57.775
    Bought
    55 × 54¢ = $29.70, 1.5% of the day’s $2,000
    Plan
    Hold to the close
  36. 8:45 AM–to 9:00 AMPassWent DownNo ticketNo callthis window$00%
  37. 9:00 AM–to 9:15 AMPassWent DownNo ticketNo callthis window$00%
  38. 9:15 AM–to 9:30 AMPassWent DownNo ticketNo callthis window$00%
  39. 9:30 AM–to 9:45 AMPassWent UpNo ticketNo callthis window$00%
  40. 9:45 AM–to 10:00 AMPassWent DownNo ticketNo callthis window$00%
  41. 10:00 AM–to 10:15 AMPassWent UpNo ticketNo callthis window$00%
  42. 10:15 AM–to 10:30 AMPassWent UpNo ticketNo callthis window$00%
  43. 10:30 AM–to 10:45 AMPassWent UpNo ticketNo callthis window$00%
  44. 10:45 AM–to 11:00 AMPassWent UpNo ticketNo callthis window$00%
  45. 11:00 AM–to 11:15 AMPassWent UpNo ticketNo callthis window$00%
  46. 11:15 AM–to 11:30 AMPassWent DownNo ticketNo callthis window$00%
  47. 11:30 AM–to 11:45 AMPassWent DownNo ticketNo callthis window$00%
  48. 11:45 AM–to 12:00 PMPassWent UpNo ticketNo callthis window$00%
  49. 12:00 PM–to 12:15 PMPassWent DownNo ticketNo callthis window$00%
  50. 12:15 PM–to 12:30 PMPassWent DownNo ticketNo callthis window$00%
  51. 12:30 PM–to 12:45 PMPassWent UpNo ticketNo callthis window$00%
  52. 12:45 PM–to 1:00 PMPassWent DownNo ticketNo callthis window$00%
  53. 1:00 PM–to 1:15 PMPassWent UpNo ticketNo callthis window$00%
  54. 1:15 PM–to 1:30 PMPassWent DownNo ticketNo callthis window$00%
  55. 1:30 PM–to 1:45 PMPassWent UpNo ticketNo callthis window$00%
  56. 1:45 PM–to 2:00 PMPassWent UpNo ticketNo callthis window$00%
  57. 3:15 PM–to 3:30 PMPassWent UpNo ticketNo callthis window$00%
  58. 3:30 PM–to 3:45 PMPassWent DownNo ticketNo callthis window$00%
  59. 3:45 PM–to 4:00 PMPassWent UpNo ticketNo callthis window$00%
  60. 4:00 PM–to 4:15 PMPassWent DownNo ticketNo callthis window$00%
  61. 4:15 PM–to 4:30 PMPassWent DownNo ticketNo callthis window$00%
  62. 4:30 PM–to 4:45 PMPassWent DownNo ticketNo callthis window$00%
  63. 4:45 PM–to 5:00 PMPassWent UpNo ticketNo callthis window$00%
  64. 5:00 PM–to 5:15 PMPassWent UpNo ticketNo callthis window$00%
  65. 5:15 PM–to 5:30 PMPassWent UpNo ticketNo callthis window$00%
  66. 5:30 PM–to 5:45 PMPassWent DownNo ticketNo callthis window$00%
  67. 5:45 PM–to 6:00 PMPassWent DownNo ticketNo callthis window$00%
  68. 6:00 PM–to 6:15 PMDown90%Correct+$24.99+25%79¢ to 100¢settled$99.545.0%Hold
    Closed
    Settled at 100¢
    Net
    +$24.99 (+25%)after $1.47 in fees
    The window
    Went DownThe call was correct.
    The call
    Down at 90%, very high confidence, 6:03 PM PT
    Silver at the call
    $57.634, $0.124 below the line of $57.758
    Bought
    126 × 79¢ = $99.54, 5.0% of the day’s $2,000
    Plan
    Hold to the close
  69. 6:15 PM–to 6:30 PMUp79%Correct+$61.64+47%67¢ to 100¢settled$131.326.6%Hold
    Closed
    Settled at 100¢
    Net
    +$61.64 (+47%)after $3.04 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 79%, high confidence, 6:16 PM PT
    Silver at the call
    $57.560, $0.081 above the line of $57.479
    Bought
    196 × 67¢ = $131.32, 6.6% of the day’s $2,000
    Plan
    Hold to the close
  70. 6:30 PM–to 6:45 PMUp74%Missed−$118.96−103%59¢ to 0¢settled$115.645.8%Hold
    Closed
    Settled at 0¢
    Net
    −$118.96 (−103%)after $3.32 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 74%, high confidence, 6:32 PM PT
    Silver at the call
    $57.757, $0.061 above the line of $57.696
    Bought
    196 × 59¢ = $115.64, 5.8% of the day’s $2,000
    Plan
    Hold to the close
  71. 6:45 PM–to 7:00 PMUp66%Correct+$81.41+123%44¢ to 100¢settled$66.003.3%Hold
    Closed
    Settled at 100¢
    Net
    +$81.41 (+123%)after $2.59 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 66%, medium confidence, 6:50 PM PT
    Silver at the call
    $57.658, $0.036 above the line of $57.622
    Bought
    150 × 44¢ = $66.00, 3.3% of the day’s $2,000
    Plan
    Hold to the close
  72. 7:00 PM–to 7:15 PMPassWent DownNo ticketNo callthis window$00%
  73. 7:15 PM–to 7:30 PMPassWent DownNo ticketNo callthis window$00%
  74. 7:30 PM–to 7:45 PMUp69%Missed−$205.45−104%50¢ to 0¢settled$198.509.9%Hold
    Closed
    Settled at 0¢
    Net
    −$205.45 (−104%)after $6.95 in fees
    The window
    Went DownThe call was missed.
    The call
    Up at 69%, medium confidence, 7:33 PM PT
    Silver at the call
    $57.520, $0.045 above the line of $57.475
    Bought
    397 × 50¢ = $198.50, 9.9% of the day’s $2,000
    Plan
    Hold to the close
  75. 7:45 PM–to 8:00 PMPassWent UpNo ticketNo callthis window$00%
  76. 8:00 PM–to 8:15 PMPassWent DownNo ticketNo callthis window$00%
  77. 8:15 PM–to 8:30 PMUp70%Correct+$6.89+64%60¢ to 100¢settled$10.800.5%Hold
    Closed
    Settled at 100¢
    Net
    +$6.89 (+64%)after $0.31 in fees
    The window
    Went UpThe call was correct.
    The call
    Up at 70%, medium confidence, 8:20 PM PT
    Silver at the call
    $57.478, $0.043 above the line of $57.435
    Bought
    18 × 60¢ = $10.80, 0.5% of the day’s $2,000
    Plan
    Hold to the close
  78. 8:30 PM–to 8:45 PMPassWent DownNo ticketNo callthis window$00%
  79. 8:45 PM–to 9:00 PMPassWent DownNo ticketNo callthis window$00%
  80. 9:00 PM–to 9:15 PMPassWent UpNo ticketNo callthis window$00%
  81. 9:15 PM–to 9:30 PMPassWent DownNo ticketNo callthis window$00%
  82. 9:30 PM–to 9:45 PMPassWent DownNo ticketNo callthis window$00%
  83. 9:45 PM–to 10:00 PMPassWent DownNo ticketNo callthis window$00%
  84. 10:00 PM–to 10:15 PMPassWent UpNo ticketNo callthis window$00%
  85. 10:15 PM–to 10:30 PMPassWent UpNo ticketNo callthis window$00%
  86. 10:30 PM–to 10:45 PMPassWent DownNo ticketNo callthis window$00%
  87. 10:45 PM–to 11:00 PMPassWent DownNo ticketNo callthis window$00%
  88. 11:00 PM–to 11:15 PMPassWent DownNo ticketNo callthis window$00%
  89. 11:15 PM–to 11:30 PMPassWent DownNo ticketNo callthis window$00%
  90. 11:30 PM–to 11:45 PMPassWent UpNo ticketNo callthis window$00%
  91. 11:45 PM–to 12:00 AMPassWent DownNo ticketNo callthis window$00%

Oldest first. Entry at the ask, the fee on both fills and none on settlement. Every result is Kalshi’s settlement. Times in Pacific.

How this page is verified

Every result. On the record.

Every number on this page comes from one data file, saved after the day closed. Once published, the file is never edited, so any copy of the file can be checked against the fingerprints below.

Saved

Oct 23, 2026

This file holds all of JiHui’s trading for Oct 20, 2026.

  • 91Windows
  • 22Calls
  • 22Tickets

Trading data file

SHA-256 fingerprint

bb8c711afa222f0e4769a4233af084fe542a4608089c0e91c40311413e263444

Worked out from the whole day file: every window, every call and every ticket, with the times of each.

Silver price file

SHA-256 fingerprint

64abf16e8e075a5fcdb856f4ec1f9a17f900fdcfba19e42891f50f939f51c0e2

Worked out from Silver’s price at the moment of each call and each ticket.

How a fingerprint works

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October 20 across the agents

Same day, other markets

Questions about this day

How did Silver trade on October 20, 2026?
Silver's price to beat started October 20 at $57.496 (12:15 AM) and was $57.435 by the 8:15 PM window, down $0.061 (0.11%). The day's high was $58.458 at 7:45 AM and the low $56.924 at 5:30 AM; Silver finished higher in 42 of 91 windows.
Did Agent JiHui make money on October 20, 2026?
No. JiHui lost $211.03 on a $2,000 bankroll: 14 of 22 calls right, 14 tickets won and 8 lost. The best session was Midday (+$89.37) and the worst was China open (−$236.11).
What is a Kalshi 15-minute Silver contract?
A yes-or-no contract on whether Silver finishes a 15-minute window above the window’s price to beat. Each contract pays $1.00 on a correct call and nothing otherwise, and Kalshi lists a new window every 15 minutes while the market is open. Our 15-minute markets lesson
Do AI trading bots make money?
Not reliably, and anyone promising otherwise is a warning sign. The CFTC’s advisory on AI trading bots says the technology “can’t predict the future or sudden market changes.” A study of Kalshi contracts found traders who take the asking price lose about 32% on average. That is why every day here is published in full, losing days included: JiHui’s record since launch is +$2,931.91. CFTC advisory on AI trading bots

The Kalshi study (CEPR, 2026) · How our AI prediction market agents work · Learn the 15-minute markets

JiHui places no real orders, and an agent’s record is not advice. Prediction markets can lose you money fast; only risk what you can afford to lose. Gambling problem? Call or text 1-800-MY-RESET. Not affiliated with Kalshi.