NBAPHI 51 DET 41· 1:25 - 2ndCBBFDU 40 BTLR 64· 15:54 - 2ndCBBLONG 28 JOES 43· 18:33 - 2ndWCBBDETM 37 ILL 44· 6:07 - 3rdWCBBLAS 28 RUTG 39· 6:31 - 3rdCFBBALL 7 MASS 7· 3:05 - 2ndCFBTOL 7 SAC 10· 1:15 - 2ndWCBBNOLA 29 ALA 78· 3:54 - 3rdNBAATL 68 WSH 61· HalftimeCBBUMES 24 HPU 36· 13:45 - 2ndNBACHI 26 NY 49· 9:47 - 2ndWCBBUTC 23 WKU 28· 0:00 - 2ndNBACHA 24 BKN 21· End of 1stNBAMIL 27 BOS 41· 6:46 - 2ndCFBCMU 7 EMU 0· 13:57 - 2ndNHLCHI 0 FLA 2· 0:56 - 1stNHLOTT 0 BUF 0· 1:35 - 1stCBBCSUN 40 WICH 47· 0:57 - 1stNBACLE 9 OKC 15· 7:18 - 1stNBAUTAH 4 NO 10· 6:45 - 1stNBAIND 9 MEM 12· 6:56 - 1stCBBNKU 22 SDAK 16· 12:58 - 1stCBBSELA 14 AUB 13· 12:14 - 1stWCBBFDU 2 TEX 22· 3:01 - 1stWCBBSTET 6 LOU 10· 3:49 - 1stWCBBMORG 4 COLO 11· 2:55 - 1stWCBBLIU 11 TXST 7· 1:55 - 1stWCBBJKST 8 GCU 9· 2:50 - 1stNBAMIN–HOU8:30 PMNBAPOR–PHX9:00 PMWCBBCBU–ORST9:00 PMNBATOR–DEN9:00 PMCBBRAD–CAL9:00 PMNBADAL–SA9:30 PMCBBNDSU–SMC10:00 PMCBBMILW–SCU10:00 PMNHLCGY–SEA10:00 PMNHLSJ–LA10:00 PMNBALAL–SAC10:00 PMWCBBSMC–STAN10:00 PMAll scores
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Georgia Tech Yellow Jackets vs Pittsburgh Panthers: final score and how the prediction did, October 31, 2026

Bandwagon Axle 2.0 · Updated

Georgia Tech Yellow Jackets or Pittsburgh Panthers: the bandwagon

Bandwagon

Be the first on the bandwagon

Axle 22–78Market 25–75

FinalPregame: PITT 78%Baseline: PITT 91.8% (+14.2)Big swing: 9.5 ptsClutch window: none
Score by period
Team1234T
GT030811
PITT31431434
Game clock
Final
Down & distance
Final
Possession
–

Georgia Tech Yellow Jackets at Pittsburgh Panthers win probability

Bandwagon's model
Last update: Q4Fetched at
Win probability for PITT: 154 points, 78% at the start, 100% at the end.0%20%40%60%80%100%0:0015:0030:0045:0060:00PITT 100%GT 0%Market 75%
Win probability for PITT: 154 points, 78% at the start, 100% at the end.0%20%40%60%80%100%0:0030:0060:00PITT 100%GT 0%Market 75%

Bandwagon's model, from the score, the clock and the pregame line; the crowd's pregame picks and the markets' latest price sit beside its end. Bandwagon's model, not a sportsbook line. We do not take wagers.

How this line is computed

The home side's chance is the pregame model probability at kickoff. As the game goes on, the score margin counts for more and the pregame number for less, in proportion to the square root of the share of the game left, with a small adjustment for who has the ball in football and basketball. A lead late is close to certain; a tie late is close to even. It knows only the score, the clock and the pregame line: not injuries, foul trouble, field position or who is on the ice. Soccer counts a draw as half a win. Points are stored on every read of the league's public game summary while the game is on; a game read only after the final whistle is rebuilt from its scoring plays.

MomentumStable+0.1 points for PITT over the last 5:00
Big swing9.5 ptstoward GT at 3:01 of game time
Clutch windowNonenever within 8 points in the final quarter
BaselinePITT 91.8%game average, +14.2 points from the pregame 77.7%

Georgia Tech Yellow Jackets vs Pittsburgh Panthers live stats

Team totals read from the league's public game summary
Live team statistics
StatGTPITT
Total yardsGT238PITT461
First downsGT17PITT26
3rd downGT3/18PITT6/17
4th downGT1/5PITT1/2
TurnoversGT2PITT3
Penalties-yardsGT8-32PITT10-95
Time of possessionGT25:39PITT34:21

Georgia Tech Yellow Jackets vs Pittsburgh Panthers team breakdown

From the stored in-game series
Team breakdown
StatGTPITT
ScoreGT11PITT34
Average win probabilityGT8%PITT92%
Longest scoring runGT+8PITT+25
Time leadingGT0:00PITT53:14

Georgia Tech Yellow Jackets vs Pittsburgh Panthers model odds

Bandwagon modelAxle 2.0 · updated Oct 31, 11:24 PM ET
Yellow Jackets22%
Win chance
Panthers78%
SpreadPITT −12.5closing model spread
Total54
Moneyline+348away / −348homeaway / home
Line movementPITT win chance, 30 stored lines
−5 pts for PITT between Oct 28 and Oct 31
88%72%
Oct 28, 10:50 PM ET: PITT 83%Oct 28, 10:51 PM ET: PITT 83%Oct 28, 11:19 PM ET: PITT 83%Oct 29, 12:50 AM ET: PITT 83%Oct 29, 6:01 AM ET: PITT 83%Oct 29, 6:43 PM ET: PITT 83%Oct 29, 10:26 PM ET: PITT 78%Oct 29, 11:31 PM ET: PITT 77%Oct 30, 6:03 AM ET: PITT 77%Oct 30, 11:01 PM ET: PITT 78%Oct 30, 11:06 PM ET: PITT 78%Oct 31, 2:21 AM ET: PITT 77%Oct 31, 6:03 AM ET: PITT 77%Oct 31, 3:11 PM ET: PITT 78%Oct 31, 3:16 PM ET: PITT 78%Oct 31, 3:21 PM ET: PITT 78%Oct 31, 3:41 PM ET: PITT 78%Oct 31, 3:46 PM ET: PITT 78%Oct 31, 4:41 PM ET: PITT 78%Oct 31, 5:41 PM ET: PITT 78%Oct 31, 6:11 PM ET: PITT 78%Oct 31, 6:46 PM ET: PITT 78%Oct 31, 7:21 PM ET: PITT 78%Oct 31, 7:31 PM ET: PITT 78%Oct 31, 8:11 PM ET: PITT 78%Oct 31, 10:11 PM ET: PITT 78%Oct 31, 10:51 PM ET: PITT 78%Oct 31, 11:04 PM ET: PITT 78%Oct 31, 11:24 PM ET: PITT 78%Oct 31, 11:24 PM ET: PITT 78%
Oct 28Oct 30Oct 31
Every stored line
StoredPITT winMove
Oct 31, 11:24 PM ET78%0
Oct 31, 11:24 PM ET78%0
Oct 31, 11:04 PM ET78%0
Oct 31, 10:51 PM ET78%0
Oct 31, 10:11 PM ET78%0
Oct 31, 8:11 PM ET78%0
Oct 31, 7:31 PM ET78%0
Oct 31, 7:21 PM ET78%0
Oct 31, 6:46 PM ET78%0
Oct 31, 6:11 PM ET78%0
Oct 31, 5:41 PM ET78%0
Oct 31, 4:41 PM ET78%0
Oct 31, 3:46 PM ET78%0
Oct 31, 3:41 PM ET78%0
Oct 31, 3:21 PM ET78%0
Oct 31, 3:16 PM ET78%0
Oct 31, 3:11 PM ET78%+1
Oct 31, 6:03 AM ET77%0
Oct 31, 2:21 AM ET77%−1
Oct 30, 11:06 PM ET78%0
Oct 30, 11:01 PM ET78%+1
Oct 30, 6:03 AM ET77%0
Oct 29, 11:31 PM ET77%−1
Oct 29, 10:26 PM ET78%−5
Oct 29, 6:43 PM ET83%0
Oct 29, 6:01 AM ET83%0
Oct 29, 12:50 AM ET83%0
Oct 28, 11:19 PM ET83%0
Oct 28, 10:51 PM ET83%0
Oct 28, 10:50 PM ET83%—
Ratings
PITT 1525 · GT 1405
Home spread
−12.5
Stored
Oct 31, 11:24 PM ET · 2026-11-01 03:24 UTC
Version
Axle 2.0

How the model works

Bandwagon's model, not a sportsbook line. We do not take wagers.

Result: Georgia Tech Yellow Jackets 11, Pittsburgh Panthers 34. The closing line above is the last one the model stored before kickoff.

How this line is made

In NCAA Division I FBS football a line is made from the ratings and home advantage alone: a calibration layer using the other inputs did not beat rating-only out of sample here. Travel and time zones did not improve the line here; injuries and weather are collected but not yet measured.

Internal

  • Ratings from results usedan Elo-style rating per team from every final score, with margin of victory · Bandwagon's stored results
  • Home advantage usedthe league's home edge, none at a neutral site · Bandwagon's model constants, checked against results
  • Schedule in the data, not usedrest days, back-to-back games and three games in four days · Bandwagon's stored fixtures
  • Recent form in the data, not usedaverage margin over each side's last games this season · Bandwagon's stored results

External

  • Injuries unavailable for this game · No injury list read before this gameplayers listed out or doubtful, weighted by their share of the team's playing time · Public injury lists and box scores
  • Travel and time zones unavailable for this game · No venue coordinates stored for the home sidedistance and time-zone change from each side's last game to the venue · Wikidata venue coordinates, Open-Meteo time zones
  • Weather unavailable for this game · No forecast stored before kickoffforecast wind, rain and temperature around kickoff at open-air venues · Open-Meteo forecasts

Prediction markets and the crowd's split are shown beside the model's lines for comparison. They are not inputs. Method and record.

Who ya got: bandwagon versus model

Who ya got · no picks yet

Be the first on the bandwagon

Yellow JacketsPanthers
Neutrals only–
Yellow JacketsPanthers
Picks locked at kickoff.
Bandwagon minus model, Panthers–

No picks yet; the model number is the win probability beside it. Bandwagon's model, not a sportsbook line. We do not take wagers.

Georgia Tech vs Pittsburgh odds on Kalshi and Polymarket

Every College football market

Kalshi had Panthers at 75% when last read, ; Polymarket had them at 75% when last read, ; and Axle 2.0 had them at 78% when last read, .

SourceGTPITTPrice read
Kalshi25%75% · closing price
Polymarket25%75% · closing price
Bandwagon model22%78% · model 2.0
Kalshi minus model, PITT: −3Polymarket minus model, PITT: −3

Ad · Bandwagon earns a commission: Trade on Kalshi (opens a new tab). 18+. Trading carries a risk of loss. Check your state. Gambling problem? Call 1-800-GAMBLER.

Market prices from Kalshi and Polymarket, shown for analysis. Bandwagon does not take or place wagers. How this works

Georgia Tech Yellow Jackets vs Pittsburgh Panthers prediction

Bandwagon's model makes the Panthers a 12.5-point favorite at home, with a 78% chance to win. The model total is 54. Ratings: Panthers 1545 (57th of 138), Yellow Jackets 1385 (109th). The Panthers have won 2 of their last 5; the Yellow Jackets 1 of their last 5. The two have met 2 times in Bandwagon's results history; the Panthers won 1, the Yellow Jackets 1.

Written from the numbers on this page by a template; nothing here is an opinion.

Recent form

Georgia Tech Yellow Jackets

OpponentKick (ET)ResultPicksAxle
at Pittsburgh PanthersL 11–34––matchup
vs Boston College EaglesL 27–49––matchup
at Virginia Tech HokiesL 24–34––matchup
vs Duke Blue DevilsW 28–25––matchup
at Stanford CardinalL 27–34––matchup

Pittsburgh Panthers

OpponentKick (ET)ResultPicksAxle
vs Georgia Tech Yellow JacketsW 34–11––matchup
at Miami HurricanesL 23–52––matchup
at Boston College EaglesL 21–27––matchup
vs North Carolina Tar HeelsL 17–21––matchup
at Virginia Tech HokiesW 35–33––matchup

Head-to-head

GameKick (ET)ResultPicksAxle
Pittsburgh Panthers at Georgia Tech Yellow Jackets42–28––matchup
Georgia Tech Yellow Jackets at Pittsburgh Panthers26–21––matchup

Injuries

Georgia Tech Yellow Jackets: nobody listed as injured by the roster source

Pittsburgh Panthers: nobody listed as injured by the roster source

From the roster source's status flag only; no depth chart or game-time status.

Standings and ratings

All ratings
  • Yellow Jackets– 17th · L3
  • Yellow Jackets rating1385 109th of 138, 7 games
  • Panthers– 6th · W1
  • Panthers rating1545 57th of 138, 8 games

Georgia Tech Yellow Jackets

NCAA Division I FBS football · 17th · streak L3

–
Be the first on the bandwagonNo stances yet today on $GT
▲ on –30 days: not enough history▼ off –
–
Be the first on the bandwagonNo fan stances yet today on $GT
▲ on –30 days: not enough history▼ off –
–
Be the first on the bandwagonNo neutral stances yet today on $GT
▲ on –30 days: not enough history▼ off –

No stances yet today on $GT: the share of the crowd ▲ on the Georgia Tech Yellow Jackets bandwagon, fans and neutrals counted apart.

Yellow Jackets roster, schedule and more

Pittsburgh Panthers

NCAA Division I FBS football · 6th · streak W1

–
Be the first on the bandwagonNo stances yet today on $PITT
▲ on –30 days: not enough history▼ off –
–
Be the first on the bandwagonNo fan stances yet today on $PITT
▲ on –30 days: not enough history▼ off –
–
Be the first on the bandwagonNo neutral stances yet today on $PITT
▲ on –30 days: not enough history▼ off –

No stances yet today on $PITT: the share of the crowd ▲ on the Pittsburgh Panthers bandwagon, fans and neutrals counted apart.

Panthers roster, schedule and more

Takes on Georgia Tech Yellow Jackets at Pittsburgh Panthers

Sign in to post a take on $GTPITT261031: ▲ on the bandwagon or ▼ off it, and why.

Final: Georgia Tech 11, Pittsburgh 34. Bandwagon's model had the Pittsburgh at 78% and projected Pittsburgh 33, Georgia Tech 21; spread Pittsburgh −12.5, total 54. Last read: Kalshi 75%, Polymarket 75% for Pittsburgh.