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Under the Hood

See What PickBot Is Processing.

PickBot continuously organizes sports information, evaluates betting opportunities, filters candidates and feeds completed outcomes back into its historical results system. This page shows that work as it happens, counted from PickBot’s own records.

System activeEngine cycle 1 min agoSports data 5 min agoLast updated 10-04-2026 · 7:19 PM ETTracking since 09-08-2026

Live Intelligence Overview

Real counts, rolling windows.

Each figure is counted from stored records at the moment shown. If nothing new has happened, the number does not move.

11

Messages captured

Last 24 hours

Messages captured by PickBot's intake ledger in the last 24 hours. Each message is evaluated before any wager exists.

5

Wagers structured

Last 24 hours

Structured, event-matched wagers created in the last 24 hours. One captured message can produce more than one wager.

5

Results graded

Last 24 hours

Wagers settled against final scores from the licensed results feed in the last 24 hours.

29

Games marked final

Last 24 hours

Tracked games that started in the last 24 hours and are now recorded as final.

310

Upcoming games tracked

Next 7 days

Scheduled games in PickBot's event registry over the next seven days.

5

Leagues in play

±24 hours

Leagues with a tracked game starting within 24 hours either side of now.

3

Open wagers

Now

Structured wagers still waiting for a final result.

281

Data refresh cycles

Last 24 hours

Completed sports-data refresh jobs (scoreboards, schedules, records) in the last 24 hours.

Decision Pipeline

From data to verified record.

Counts are lifetime totals since tracking began. A stage without a number is one PickBot cannot measure from its database, so none is invented.

  1. 01

    Sports data

    Schedules, scores and team data from the licensed feed, refreshed on a cadence.

    games in registry
    3,097
    leagues
    5
  2. 02

    Event ingestion

    Each incoming message is captured once, in full, before anything is decided.

    messages captured
    223
    last 24h
    11
  3. 03

    Market evaluation

    The engine reads the selection, market and timing of every captured message.

    messages evaluated
    178
    messages awaiting evaluation
    45
  4. 04

    Qualification filters

    Timing, market structure, duplicate detection and event validation decide what moves on.

    messages filtered out
    71
    messages held
    39
  5. 05

    Pick decision

    Only qualifying selections become structured wagers tied to a real scheduled game.

    wagers structured
    76
    from messages
    68
    wagers last 24h
    5
  6. 06

    Member delivery

    Selections reach members through Telegram. Delivery runs outside this database, so it is shown without a count.

    count
    not measured here
  7. 07

    Result grading

    When a game is final, the wager is graded against feed scores, never against a claim.

    graded
    72
    awaiting result
    3
  8. 08

    Historical feedback

    Verified outcomes join the public record and the data PickBot learns from.

    in the verified record
    72

Model Activity

PickBot activity, last 24 hours.

Hourly counts of intake events, wagers structured, results graded and sports-data refresh cycles. Hours with nothing to show stay empty.

0014283114158 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 108 PM9 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 1510 PM · Messages captured: 4 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 1011 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 911 PM12 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 1 · Data refresh cycles: 151 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 102 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 112 AM3 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 154 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 4 · Data refresh cycles: 105 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 105 AM6 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 157 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 108 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 108 AM9 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 1510 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 911 AM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 1011 AM12 PM · Messages captured: 2 · Wagers structured: 1 · Results graded: 0 · Data refresh cycles: 151 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 102 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 112 PM3 PM · Messages captured: 2 · Wagers structured: 2 · Results graded: 0 · Data refresh cycles: 154 PM · Messages captured: 1 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 105 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 105 PM6 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 157 PM · Messages captured: 0 · Wagers structured: 0 · Results graded: 0 · Data refresh cycles: 4
  • Messages captured 9
  • Wagers structured 3
  • Results graded 5
  • Data refresh cycles 274

Market Coverage

What is on the board.

Every league PickBot tracks, with the next scheduled game in its registry. An off-season league stays visible and simply shows what is true.

NFLFootballIn play
NextDetroit Lions@Carolina PanthersSun 8:20 PM ET
Upcoming · 7d
15
Marked final · 24h
1
Open wagers
3
In verified record
18
NBABasketballIn play
NextMemphis Grizzlies@Atlanta HawksMon 7:00 PM ET
Upcoming · 7d
25
Marked final · 24h
0
Open wagers
0
In verified record
0
MLBBaseballIn play
NextAtlanta Braves@Los Angeles DodgersSun 8:00 PM ET
Upcoming · 7d
9
Marked final · 24h
1
Open wagers
0
In verified record
25
NHLHockeyIn play
NextCalgary Flames@Seattle KrakenSun 8:00 PM ET
Upcoming · 7d
20
Marked final · 24h
7
Open wagers
0
In verified record
8
WNBABasketballIn play
NextNew York Liberty@Atlanta DreamWed 7:30 PM ET
Upcoming · 7d
4
Marked final · 24h
1
Open wagers
0
In verified record
3

Decision Distribution

Where captured messages end up.

Lifetime distribution. Two units appear here and each panel says which: messages are what PickBot captures; wagers are what qualifying messages produce, and one message can carry more than one selection. Outcomes are deliberately absent: the win–loss record is published only on the Results page, where each outcome is verified.

Captured messages, by outcome · messages

  • Became wagers68
  • Filtered out71
  • Held39
  • Awaiting evaluation45

223 messages were captured in total. The 68 messages that became wagers produced 76 wagers, because one message can carry more than one selection.

Wagers by market · wagers

  • Total29
  • Spread24
  • Moneyline20
  • Parlay3

All 76 structured wagers, by market type.

Wagers by league · wagers

  • MLB26
  • NFL21
  • College Football18
  • NHL8
  • WNBA3

All 76 structured wagers, by league.

Why messages are filtered or held · messages

  • Result note, not a new wager66
  • Hedge selection unreadable14
  • Player prop, not graded8
  • League not confirmed7
  • Held for review6
  • Not a wager3
  • Event not validated2
  • Team not recognized2
  • Unreadable message1
  • No readable selection1

Wagers by grading status · wagers

  • Verified against the feed72
  • Awaiting result3
  • Flagged for review1

All 76 structured wagers, by grading status.

Recent Engine Activity

The last things the engine did.

The latest recorded actions, described by what was evaluated, never by where it came from. Routine sports-data refreshes are consolidated into one entry with their real count; final scores recorded in the same pass are grouped.

  1. WNBA3 final scores recordedNYL @ ATL 82–92 · DAL @ GSV 73–77 · IND @ LVA 83–94
  2. Sports dataSports data refreshed12 refresh cycles in the last hour · WNBA, NHL, MLB, NBA, NFL
  3. NHL19 final scores recordedWPG @ DET 3–2 · LAK @ SJS 4–5 · CGY @ VAN 1–4 · +16 more
  4. MLB5 final scores recordedSD @ MIL 2–3 · NYY @ TB 0–1 · ATL @ LAD 3–5 · +2 more
  5. IntakeFiltered: Result note, not a new wager
  6. NFL • TotalWager structuredMatched to a scheduled game
  7. NFL • TotalMessage captured
  8. NFL • TotalWager structuredMatched to a scheduled game
  9. NFL • TotalMessage captured
  10. NFL • TotalWager structuredMatched to a scheduled game
  11. NFL • TotalMessage captured
  12. IntakeHeld: Player prop, not graded

Performance Feedback Loop

Settled picks become the record.

When a tracked game is final, PickBot grades the wager against feed scores and, once verified, adds it to the public results history. Historical results do not guarantee future outcomes.

View Verified Results

  1. 01Pick released
  2. 02Event completes
  3. 03Result verified
  4. 04Outcome graded
  5. 05Historical record updated

How PickBot Thinks

Method, not magic.

The framework, without the proprietary thresholds. PickBot evaluates and verifies; it does not predict winners or promise an edge.

  1. 01

    Collect

    PickBot receives structured sports and wager information and records it once, in full.

  2. 02

    Validate

    Events, timing and market information are checked against the schedule registry.

  3. 03

    Filter

    Candidates pass through PickBot's qualification framework: timing, market structure, duplicate detection, event validation.

  4. 04

    Decide

    Only qualifying opportunities move forward as structured wagers tied to a real game.

  5. 05

    Verify

    Completed selections are graded against final scores from a licensed results feed.

  6. 06

    Learn

    Historical outcomes become part of PickBot's growing data set and public record.

  • Every figure on this page is counted from PickBot's own stored records at the moment shown. Nothing is simulated.
  • PickBot evaluates the messages it captures and grades wagers against final scores from a licensed results feed. It does not predict outcomes.
  • Win-loss records live only on the Results page, where every published outcome is verified.
  • Historical results do not guarantee future outcomes.

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