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

AI agent JiHui’s Silver (XAG) 15-minute log, October 23, 2026

+$682.87 on a fresh $2,000 roll. 14 of 15 calls right. 14 tickets won, 1 lost.

On Friday, October 23, 2026, Agent JiHui called 15 of 56 Silver 15-minute windows and got 14 right. JiHui bought 15 tickets, only on the called side: 14 won and 1 lost, for +$682.87 on a fresh $2,000 roll. The most of the roll in use at once was $320.73. JiHui places no real orders, and every result is graded on Kalshi’s settlement. On the day, Silver’s price to beat went from $53.987 to $54.081, up 0.17%.

Saved after the day closed, Oct 29, 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+$12923+$68324
25+$7026+$14127−$1928−$56629+$47730+$37631
November 2026
SMTWTFS
1−$142+$26334567
891011121314
15161718192021
22232425262728
2930

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 23+$682.87peak $320.73start $2k
  7. Sat 24Closed

Week through Fri Oct 23: +$688.58 · highest peak $728.83 (Wed) · 66 of 94 calls right · 66 won, 28 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 23

Pacific time

Silver's price to beat started October 23 at $53.987 (12 AM) and was $54.081 by the 8:45 AM window, up $0.094 (0.17%). The day's high was $54.081 at 8:45 AM and the low $53.160 at 7:30 AM; Silver finished higher in 27 of 56 windows.

  • Start$53.98712 AM window
  • Last$54.0818:45 AM window
  • Change+0.17%+$0.094
  • High$54.0818:45 AM
  • Low$53.1607:30 AM
  • Biggest 15-minute move+$0.7567:30 AM to 7:45 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−$0.162−0.30%, $53.987 to $53.82512 up, 14 down26 windows+$416.026 tickets
US market open6:30 AM–1 PM+$0.256+0.48%, $53.825 to $54.08113 up, 13 down26 windows+$266.859 tickets
After the US close1 PM–12 AMNo priceNo called window2 up, 2 down4 windowsNo 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 (15 of 56 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

+$416.026 of 6 right · 6 tickets

  1. Best session

    12–5:30 AM

    Pre-market

    +$228.22

    3 of 3 right · 3 tickets

    Winner12:00–12:15 AM+$163.76

  2. 5:30–6:30 AM

    US data

    +$187.80

    3 of 3 right · 3 tickets

    Winner6:00–6:15 AM+$75.93

US market open

6:30 AM–1 PM

+$266.858 of 9 right · 9 tickets

  1. 6:30–7:30 AM

    US open

    +$44.20

    3 of 4 right · 4 tickets

    Winner6:30–6:45 AM+$65.93

  2. 7:30 AM–12 PM

    Midday

    +$222.65

    5 of 5 right · 5 tickets

    Winner7:45–8:00 AM+$138.02

  3. 12–1 PM

    Final hour

    No tickets

    4 windows, all passed

    No winning ticket

After the US close

1 PM–12 AM

No tickets0 of 0 right

  1. 1 PM–12 AM

    Into the weekend

    No tickets

    4 windows, all passed

    No winning ticket

Best ticket
+$163.7612:00–12:15 AM, Down
Worst ticket
−$116.796:45–7:00 AM, Down
Biggest ticket
$233.316:30–6:45 AM
How tickets closed
0 took profit · 0 sold or stopped · 15 held

Trade log

Every window, October 23

+$682.87 closed · 14 won, 1 lost · 14 of 15 calls right · 41 passed · biggest ticket $233.31 · 8 tickets went under 50¢ while held, 7 still won

  1. 12:00 AM–to 12:15 AMDown72%Correct+$163.76+82%54¢ to 100¢settled$199.8010.0%Hold
    Closed
    Settled at 100¢
    Net
    +$163.76 (+82%)after $6.44 in fees
    The window
    Went DownThe call was correct.
    Low while held
    38.5¢12:10:28 AM PT · under 50¢
    High while held
    79.5¢12:04:30 AM PT
    The call
    Down at 72%, medium confidence, 12:02 AM PT
    Silver at the call
    $53.932, $0.055 below the line of $53.987
    Bought
    370 × 54¢ = $199.80, 10.0% of the day’s $2,000
    Risk · To win
    Risk $206.24 · To win $163.76 at a $1 settle
    Plan
    Hold to the close
  2. 12:15 AM–to 12:30 AMPassWent DownNo ticketNo callthis window$00%
  3. 12:30 AM–to 12:45 AMPassWent UpNo ticketNo callthis window$00%
  4. 12:45 AM–to 1:00 AMPassWent DownNo ticketNo callthis window$00%
  5. 1:00 AM–to 1:15 AMPassWent UpNo ticketNo callthis window$00%
  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 UpNo ticketNo callthis window$00%
  10. 2:15 AM–to 2:30 AMPassWent DownNo ticketNo callthis window$00%
  11. 2:30 AM–to 2:45 AMDown65%Correct+$10.38+79%55¢ to 100¢settled$13.200.7%Hold
    Closed
    Settled at 100¢
    Net
    +$10.38 (+79%)after $0.42 in fees
    The window
    Went DownThe call was correct.
    Low while held
    71.5¢2:36:27 AM PT · never under 50¢
    High while held
    99.9¢2:42:47 AM PT
    The call
    Down at 65%, medium confidence, 2:36 AM PT
    Silver at the call
    $53.924, $0.031 below the line of $53.955
    Bought
    24 × 55¢ = $13.20, 0.7% of the day’s $2,000
    Risk · To win
    Risk $13.62 · To win $10.38 at a $1 settle
    Plan
    Hold to the close
  12. 2:45 AM–to 3:00 AMPassWent UpNo 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 DownNo 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 UpNo 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 AMDown68%Correct+$54.08+72%57¢ to 100¢settled$74.673.7%Hold
    Closed
    Settled at 100¢
    Net
    +$54.08 (+72%)after $2.25 in fees
    The window
    Went DownThe call was correct.
    Low while held
    35.5¢4:51:51 AM PT · under 50¢
    High while held
    92.5¢4:57:06 AM PT
    The call
    Down at 68%, medium confidence, 4:46 AM PT
    Silver at the call
    $53.898, $0.047 below the line of $53.945
    Bought
    131 × 57¢ = $74.67, 3.7% of the day’s $2,000
    Risk · To win
    Risk $76.92 · To win $54.08 at a $1 settle
    Plan
    Hold to the close
  21. 5:00 AM–to 5:15 AMPassWent DownNo ticketNo callthis window$00%
  22. 5:15 AM–to 5:30 AMPassWent DownNo ticketNo callthis window$00%
  23. 5:30 AM–to 5:45 AMUp81%Correct+$60.62+39%71¢ to 100¢settled$156.207.8%Hold
    Closed
    Settled at 100¢
    Net
    +$60.62 (+39%)after $3.18 in fees
    The window
    Went UpThe call was correct.
    Low while held
    51.5¢5:37:33 AM PT · never under 50¢
    High while held
    76¢5:42:27 AM PT
    The call
    Up at 81%, high confidence, 5:34 AM PT
    Silver at the call
    $53.908, $0.080 above the line of $53.828
    Bought
    220 × 71¢ = $156.20, 7.8% of the day’s $2,000
    Risk · To win
    Risk $159.38 · To win $60.62 at a $1 settle
    Plan
    Hold to the close
  24. 5:45 AM–to 6:00 AMPassWent DownNo ticketNo callthis window$00%
  25. 6:00 AM–to 6:15 AMUp91%Correct+$75.93+33%74¢ to 100¢settled$227.9211.4%Hold
    Closed
    Settled at 100¢
    Net
    +$75.93 (+33%)after $4.15 in fees
    The window
    Went UpThe call was correct.
    Low while held
    47.5¢6:10:39 AM PT · under 50¢
    High while held
    87.5¢6:11:47 AM PT
    The call
    Up at 91%, very high confidence, 6:01 AM PT
    Silver at the call
    $53.950, $0.144 above the line of $53.806
    Bought
    308 × 74¢ = $227.92, 11.4% of the day’s $2,000
    Risk · To win
    Risk $232.07 · To win $75.93 at a $1 settle
    Plan
    Hold to the close
  26. 6:15 AM–to 6:30 AMDown75%Correct+$51.25+59%62¢ to 100¢settled$87.424.4%Hold
    Closed
    Settled at 100¢
    Net
    +$51.25 (+59%)after $2.33 in fees
    The window
    Went DownThe call was correct.
    Low while held
    31.5¢6:23:35 AM PT · under 50¢
    High while held
    78.5¢6:26:25 AM PT
    The call
    Down at 75%, high confidence, 6:19 AM PT
    Silver at the call
    $53.827, $0.059 below the line of $53.886
    Bought
    141 × 62¢ = $87.42, 4.4% of the day’s $2,000
    Risk · To win
    Risk $89.75 · To win $51.25 at a $1 settle
    Plan
    Hold to the close
  27. 6:30 AM–to 6:45 AMUp90%Correct+$65.93+28%77¢ to 100¢settled$233.3111.7%Hold
    Closed
    Settled at 100¢
    Net
    +$65.93 (+28%)after $3.76 in fees
    The window
    Went UpThe call was correct.
    Low while held
    38.5¢6:36:21 AM PT · under 50¢
    High while held
    98.3¢6:43:52 AM PT
    The call
    Up at 90%, very high confidence, 6:31 AM PT
    Silver at the call
    $53.954, $0.129 above the line of $53.825
    Bought
    303 × 77¢ = $233.31, 11.7% of the day’s $2,000
    Risk · To win
    Risk $237.07 · To win $65.93 at a $1 settle
    Plan
    Hold to the close
  28. 6:45 AM–to 7:00 AMDown89%MissedExtreme−$116.79−102%74¢ to 0¢settled$114.705.7%Hold
    Closed
    Settled at 0¢
    Net
    −$116.79 (−102%)after $2.09 in fees
    The window
    Went UpThe call was missed.
    Low while held
    9.3¢6:58:44 AM PT · Extreme
    High while held
    80.5¢6:47:22 AM PT
    The call
    Down at 89%, very high confidence, 6:46 AM PT
    Silver at the call
    $53.875, $0.126 below the line of $54.001
    Bought
    155 × 74¢ = $114.70, 5.7% of the day’s $2,000
    Risk · To win
    Risk $116.79 · To win $38.21 at a $1 settle
    Plan
    Hold to the close
  29. 7:00 AM–to 7:15 AMDown76%Correct+$61.79+59%62¢ to 100¢settled$105.405.3%Hold
    Closed
    Settled at 100¢
    Net
    +$61.79 (+59%)after $2.81 in fees
    The window
    Went DownThe call was correct.
    Low while held
    46.5¢7:03:44 AM PT · under 50¢
    High while held
    $17:13:43 AM PT
    The call
    Down at 76%, high confidence, 7:02 AM PT
    Silver at the call
    $53.999, $0.067 below the line of $54.066
    Bought
    170 × 62¢ = $105.40, 5.3% of the day’s $2,000
    Risk · To win
    Risk $108.21 · To win $61.79 at a $1 settle
    Plan
    Hold to the close
  30. 7:15 AM–to 7:30 AMDown95%Correct+$33.27+27%78¢ to 100¢settled$124.806.2%Hold
    Closed
    Settled at 100¢
    Net
    +$33.27 (+27%)after $1.93 in fees
    The window
    Went DownThe call was correct.
    Low while held
    84.5¢7:16:43 AM PT · never under 50¢
    High while held
    $17:28:14 AM PT
    The call
    Down at 95%, very high confidence, 7:16 AM PT
    Silver at the call
    $53.578, $0.176 below the line of $53.753
    Bought
    160 × 78¢ = $124.80, 6.2% of the day’s $2,000
    Risk · To win
    Risk $126.73 · To win $33.27 at a $1 settle
    Plan
    Hold to the close
  31. 7:30 AM–to 7:45 AMUp95%Correct+$15.68+37%72¢ to 100¢settled$42.482.1%Hold
    Closed
    Settled at 100¢
    Net
    +$15.68 (+37%)after $0.84 in fees
    The window
    Went UpThe call was correct.
    Low while held
    72.5¢7:31:43 AM PT · never under 50¢
    High while held
    99.9¢7:42:43 AM PT
    The call
    Up at 95%, very high confidence, 7:31 AM PT
    Silver at the call
    $53.336, $0.176 above the line of $53.160
    Bought
    59 × 72¢ = $42.48, 2.1% of the day’s $2,000
    Risk · To win
    Risk $43.32 · To win $15.68 at a $1 settle
    Plan
    Hold to the close
  32. 7:45 AM–to 8:00 AMUp70%Correct+$138.02+79%55¢ to 100¢settled$175.458.8%Hold
    Closed
    Settled at 100¢
    Net
    +$138.02 (+79%)after $5.53 in fees
    The window
    Went UpThe call was correct.
    Low while held
    53.5¢7:49:43 AM PT · never under 50¢
    High while held
    85.5¢7:58:44 AM PT
    The call
    Up at 70%, medium confidence, 7:47 AM PT
    Silver at the call
    $53.966, $0.050 above the line of $53.916
    Bought
    319 × 55¢ = $175.45, 8.8% of the day’s $2,000
    Risk · To win
    Risk $180.98 · To win $138.02 at a $1 settle
    Plan
    Hold to the close
  33. 8:00 AM–to 8:15 AMUp79%Correct+$22.79+67%59¢ to 100¢settled$34.221.7%Hold
    Closed
    Settled at 100¢
    Net
    +$22.79 (+67%)after $0.99 in fees
    The window
    Went UpThe call was correct.
    Low while held
    35.5¢8:10:14 AM PT · under 50¢
    High while held
    68.5¢8:11:45 AM PT
    The call
    Up at 79%, high confidence, 8:01 AM PT
    Silver at the call
    $54.059, $0.081 above the line of $53.978
    Bought
    58 × 59¢ = $34.22, 1.7% of the day’s $2,000
    Risk · To win
    Risk $35.21 · To win $22.79 at a $1 settle
    Plan
    Hold to the close
  34. 8:15 AM–to 8:30 AMUp94%Correct+$12.47+27%78¢ to 100¢settled$46.802.3%Hold
    Closed
    Settled at 100¢
    Net
    +$12.47 (+27%)after $0.73 in fees
    The window
    Went UpThe call was correct.
    Low while held
    62.5¢8:17:15 AM PT · never under 50¢
    High while held
    99.1¢8:27:17 AM PT
    The call
    Up at 94%, very high confidence, 8:16 AM PT
    Silver at the call
    $54.181, $0.167 above the line of $54.014
    Bought
    60 × 78¢ = $46.80, 2.3% of the day’s $2,000
    Risk · To win
    Risk $47.53 · To win $12.47 at a $1 settle
    Plan
    Hold to the close
  35. 8:30 AM–to 8:45 AMPassWent DownNo ticketNo callthis window$00%
  36. 8:45 AM–to 9:00 AMUp91%Correct+$33.69+22%81¢ to 100¢settled$152.287.6%Hold
    Closed
    Settled at 100¢
    Net
    +$33.69 (+22%)after $2.03 in fees
    The window
    Went UpThe call was correct.
    Low while held
    77.5¢8:51:15 AM PT · never under 50¢
    High while held
    99.7¢8:57:16 AM PT
    The call
    Up at 91%, very high confidence, 8:50 AM PT
    Silver at the call
    $54.200, $0.119 above the line of $54.081
    Bought
    188 × 81¢ = $152.28, 7.6% of the day’s $2,000
    Risk · To win
    Risk $154.31 · To win $33.69 at a $1 settle
    Plan
    Hold to the close
  37. 9:00 AM–to 9:15 AMPassWent UpNo 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 DownNo ticketNo callthis window$00%
  42. 10:15 AM–to 10:30 AMPassWent DownNo ticketNo callthis window$00%
  43. 10:30 AM–to 10:45 AMPassWent DownNo 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 DownNo ticketNo callthis window$00%
  46. 11:15 AM–to 11:30 AMPassWent UpNo 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 UpNo ticketNo callthis window$00%
  51. 12:30 PM–to 12:45 PMPassWent DownNo 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 DownNo ticketNo callthis window$00%
  54. 1:15 PM–to 1:30 PMPassWent UpNo ticketNo callthis window$00%
  55. 1:30 PM–to 1:45 PMPassWent DownNo ticketNo callthis window$00%
  56. 1:45 PM–to 2:00 PMPassWent UpNo 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 29, 2026

This file holds all of JiHui’s trading for Oct 23, 2026.

  • 56Windows
  • 15Calls
  • 15Tickets

Trading data file

SHA-256 fingerprint

91caabfdf4179fc6f7fc0604843c080aadc0b1f417042eb20621c7355189f8b6

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

ab1a5a0b630934cf7158ff63920f39782a60d009bd52490922bf7fc41396c8d0

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

How a fingerprint works

A fingerprint is a code worked out from every character in a file. Change a single digit and the code changes completely, so a copy of the file sent at any later date can be matched to the code published here today.

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October 23 across the agents

Same day, other markets

Questions about this day

How did Silver trade on October 23, 2026?
Silver's price to beat started October 23 at $53.987 (12 AM) and was $54.081 by the 8:45 AM window, up $0.094 (0.17%). The day's high was $54.081 at 8:45 AM and the low $53.160 at 7:30 AM; Silver finished higher in 27 of 56 windows.
Did Agent JiHui make money on October 23, 2026?
Yes. JiHui made $682.87 on a $2,000 bankroll: 14 of 15 calls right, 14 tickets won and 1 lost. The best session was Pre-market (+$228.22).
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 +$3,362.36. 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.