CHOP SHOP INTELLIGENCE • OFFICIAL LEAGUE DATA
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CONVERSATION CONTEXTall official Chop Shop dataNathan Biggart vs Clint Hackett • Rivalry • 3 race window
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POPULAR QUESTIONSShow Track DNA for Bristol 78 asksshow the power profile for michael strickland 72 asksshow the strength map for michael strickland 66 asksfind track opportunities for michael strickland 64 asksshow the driver development profile for michael strickland 63 asksshow milestones for michael strickland 60 asksShow championship pressure in nextgen 60 askswho is most similar to michael strickland? 53 asks
INTELLIGENCE FEED • 12.0
What’s happening around Chop Shop
Automatically generated from official league activity.
🔥NationalsCale D Spicer has 2 wins in the last 5 Nationals races.→🔥NationalsJason A Day has 2 wins in the last 5 Nationals races.→🔥NationalsJason A Day has 4 Top-5s in the last 5 Nationals races.→📈NationalsNathan Biggart improved average finish by 7.0 positions over the latest 3-race window.→🔥NextGen CupNathan Biggart has 3 wins in the last 5 NextGen Cup races.→🔥NextGen CupNathan Biggart has 5 Top-5s in the last 5 NextGen Cup races.→📈NextGen CupCraig Parks improved average finish by 8.67 positions over the latest 3-race window.→🔥Truck SeriesBrandon T Banks has 4 Top-5s in the last 5 Truck Series races.→📈Truck SeriesJason Hastings improved average finish by 19.67 positions over the latest 3-race window.→🏁NationalsBrian Rayburn won the latest Nationals race at Talladega Superspeedway.→
AUTOMATIC INSIGHT DISCOVERY • 10.2
What Intelligence noticed
NationalsCale D Spicer has 2 wins in the last 5 Nationals races.Explore →NationalsJason A Day has 2 wins in the last 5 Nationals races.Explore →NationalsJason A Day has 4 Top-5s in the last 5 Nationals races.Explore →NationalsNathan Biggart improved average finish by 7.0 positions over the latest 3-race window.Explore →NextGen CupNathan Biggart has 3 wins in the last 5 NextGen Cup races.Explore →NextGen CupNathan Biggart has 5 Top-5s in the last 5 NextGen Cup races.Explore →
INTELLIGENCE ANSWER • OFFICIAL LEAGUE DATA
Nathan Biggart vs Clint Hackett • Rivalry 4.0
Across 151 shared official races, Nathan Biggart finished ahead 116 times and Clint Hackett 35 times. Recent five-race edge: 4-1.
DATA SOURCECareer Stats official shared-race archive
CONFIDENCE
98% • HIGH
Answer facts were computed only from stored official Chop Shop data.
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AI QUERY PLANChop Shop Intelligence 12.0163.7 ms
1Resolve official-data scope2Resolve canonical driver identity3Build 3-race official window4Split shared-race head-to-head by track5Attach evidence and follow-up paths
INTENTRivalry
SCOPEall official Chop Shop data
WINDOW3 races
METRICContext-Driven
TRACKAny official track
DATA POLICYOfficial only
Nathan BiggartNathan Biggart • 100% matchClint HackettClint Hackett • 100% match
Nathan Biggart116Finished ahead
VS
Clint Hackett35Finished ahead
| Track | Shared Starts | Nathan Biggart Ahead | Clint Hackett Ahead | Nathan Biggart Avg | Clint Hackett Avg |
|---|---|---|---|---|---|
| Daytona International Speedway Oval | 3 | 1 | 2 | 15.67 | 8.67 |
| Bristol Bristol Motor Speedway Single Pit Roads | 2 | 2 | 0 | 1.0 | 14.0 |
| Charlotte Motor Speedway Oval | 2 | 2 | 0 | 1.5 | 15.5 |
| Darlington Darlington Raceway | 2 | 0 | 2 | 25.0 | 9.5 |
| EchoPark Speedway (Atlanta) Oval - 2008 | 2 | 2 | 0 | 9.5 | 13.5 |
| Homestead Homestead Miami Speedway Oval | 2 | 2 | 0 | 1.0 | 14.5 |
| Indy Indianapolis Motor Speedway NASCAR Oval | 2 | 0 | 2 | 19.0 | 13.0 |
| Kansas Kansas Speedway Oval | 2 | 2 | 0 | 4.0 | 16.0 |
| Las Vegas Las Vegas Motor Speedway Oval | 2 | 2 | 0 | 1.0 | 15.5 |
| New Hampshire New Hampshire Motor Speedway Oval | 2 | 2 | 0 | 1.0 | 12.0 |
| Partly Cloudy 70°F 0% 2 MPH | 2 | 2 | 0 | 3.0 | 9.5 |
| Partly Cloudy 84°F 0% 2 MPH | 2 | 2 | 0 | 18.0 | 29.0 |
| Phoenix Raceway Oval w/open dogleg | 2 | 2 | 0 | 1.0 | 11.0 |
| Qualcomm Circuit (Naval Base Coronado) | 2 | 2 | 0 | 1.0 | 12.5 |
| Talladega Talladega Superspeedway | 2 | 2 | 0 | 12.0 | 27.0 |
| Texas Texas Motor Speedway Oval | 2 | 2 | 0 | 4.5 | 10.5 |
| Atlanta EchoPark Speedway (Atlanta) Oval | 2 | 1 | 1 | 6.0 | 12.5 |
| Auto Club Auto Club Speedway Oval | 2 | 1 | 1 | 13.5 | 18.5 |
| Bristol Motor Speedway Single Pit Roads | 2 | 1 | 1 | 10.0 | 9.5 |
| Michigan Michigan International Speedway | 2 | 1 | 1 | 11.5 | 11.5 |
| Partly Cloudy 81°F 0% 2 MPH | 2 | 1 | 1 | 13.0 | 18.0 |
| Partly Cloudy 82°F 0% 1 MPH | 2 | 1 | 1 | 21.0 | 18.0 |
| Partly Cloudy 84°F 0% 3 MPH | 2 | 1 | 1 | 15.0 | 20.5 |
| ***ALLSTAR RACE*** IRacing Superspeedway | 1 | 1 | 0 | 4.0 | 23.0 |
| ***CHAMPIONSHIP ROUND 8 DRIVERS*** Homestead | 1 | 0 | 1 | 18.0 | 11.0 |
| ***ROUND 1 16 DRIVERS*** Auto Club | 1 | 1 | 0 | 1.0 | 11.0 |
| ***ROUND 2 12 DRIVERS*** Oval | 1 | 1 | 0 | 2.0 | 15.0 |
| ATLANTA EchoPark Speedway (Atlanta) Oval | 1 | 1 | 0 | 5.0 | 16.0 |
| Atlanta Oval - 2008 | 1 | 0 | 1 | 6.0 | 5.0 |
| Brands Hatch Brands Hatch Circuit Grand Prix | 1 | 1 | 0 | 1.0 | 9.0 |
| Bristol Bristol Motor Speedway Single Pit Roads Night | 1 | 1 | 0 | 1.0 | 9.0 |
| CHARLOTTE ROVAL [Retired] Charlotte Motor Speedway [Retired] Roval | 1 | 1 | 0 | 1.0 | 22.0 |
| Ccicagoland Chicagoland Speedway | 1 | 1 | 0 | 1.0 | 8.0 |
| Charlotte [Retired] Charlotte Motor Speedway [Retired] Oval - 2018 | 1 | 1 | 0 | 11.0 | 29.0 |
| Chicago Street Course Chicago Street Course 2023 Cup | 1 | 1 | 0 | 1.0 | 11.0 |
| Chicagoland Chicagoland Speedway | 1 | 1 | 0 | 16.0 | 17.0 |
| Clear 72°F 0% 1 MPH | 1 | 0 | 1 | 30.0 | 26.0 |
| Clear 72°F 55% 9 MPH 0.00in | 1 | 1 | 0 | 1.0 | 11.0 |
| Clear 73°F 56% 1 MPH 0.00in | 1 | 1 | 0 | 1.0 | 7.0 |
| Clear 75°F 54% 2 MPH 0.00in | 1 | 1 | 0 | 4.0 | 13.0 |
| Clear 75°F 55% 13 MPH 0.00in | 1 | 0 | 1 | 11.0 | 6.0 |
| Clear 77°F 0% 1 MPH | 1 | 0 | 1 | 2.0 | 1.0 |
| Clear 77°F 35% 8 MPH 0.00in | 1 | 0 | 1 | 18.0 | 9.0 |
| Clear 77°F 37% 16 MPH 0.00in | 1 | 1 | 0 | 1.0 | 12.0 |
| Clear 77°F 66% 2 MPH 0.00in | 1 | 1 | 0 | 2.0 | 10.0 |
| Clear 79°F 39% 5 MPH 0.00in | 1 | 1 | 0 | 1.0 | 12.0 |
| Clear 79°F 46% 6 MPH 0.00in | 1 | 1 | 0 | 2.0 | 22.0 |
| Clear 79°F 47% 4 MPH 0.00in | 1 | 1 | 0 | 8.0 | 17.0 |
| Clear 82°F 0% 0 MPH | 1 | 1 | 0 | 14.0 | 27.0 |
| Clear 82°F 48% 12 MPH 0.00in | 1 | 1 | 0 | 6.0 | 13.0 |
| Clear 84°F 0% 1 MPH | 1 | 0 | 1 | 36.0 | 35.0 |
| Clear 84°F 0% 2 MPH | 1 | 1 | 0 | 12.0 | 17.0 |
| Clear 84°F 24% 5 MPH 0.00in | 1 | 1 | 0 | 19.0 | 34.0 |
| Clear 84°F 40% 1 MPH 0.00in | 1 | 1 | 0 | 8.0 | 30.0 |
| Clear 86°F 0% 2 MPH | 1 | 1 | 0 | 1.0 | 16.0 |
| Clear 86°F 12% 6 MPH 0.00in | 1 | 0 | 1 | 18.0 | 9.0 |
| Clear 86°F 22% 13 MPH 0.00in | 1 | 1 | 0 | 1.0 | 28.0 |
| Clear 86°F 31% 7 MPH 0.00in | 1 | 1 | 0 | 2.0 | 16.0 |
| Clear 86°F 33% 2 MPH 0.00in | 1 | 1 | 0 | 21.0 | 24.0 |
| Clear 88°F 0% 1 MPH | 1 | 0 | 1 | 39.0 | 20.0 |
| Darlington - Playoffs Round 1 Darlington Raceway | 1 | 1 | 0 | 1.0 | 8.0 |
| Daytona Daytona International Speedway Oval | 1 | 1 | 0 | 14.0 | 28.0 |
| Daytona International Speedway NASCAR Road | 1 | 1 | 0 | 1.0 | 15.0 |
| Daytona International Speedway Oval - 2008 | 1 | 1 | 0 | 22.0 | 28.0 |
| Daytona Road Daytona International Speedway NASCAR Road | 1 | 1 | 0 | 1.0 | 16.0 |
| Dover Dover Motor Speedway | 1 | 1 | 0 | 1.0 | 14.0 |
| Gateway World Wide Technology Raceway (Gateway) [Retired] Oval | 1 | 1 | 0 | 1.0 | 23.0 |
| Homestead - Championship Round 2 of 2 Homestead Miami Speedway Oval | 1 | 1 | 0 | 1.0 | 12.0 |
| Homestead Miami Speedway Oval | 1 | 1 | 0 | 3.0 | 24.0 |
| IOWA Iowa Speedway Oval - 2011 | 1 | 1 | 0 | 22.0 | 26.0 |
| IRACING SS ALL-STAR RACE iRacing Superspeedway | 1 | 0 | 1 | 9.0 | 4.0 |
| IRacing Super Speedway - ALL STAR RACE iRacing Superspeedway | 1 | 1 | 0 | 3.0 | 13.0 |
| Indianapolis Indianapolis Motor Speedway NASCAR Oval - 2009 | 1 | 1 | 0 | 2.0 | 25.0 |
| Indianapolis Motor Speedway NASCAR Oval | 1 | 1 | 0 | 1.0 | 18.0 |
| Kansas - Championship Round 1 of 2 Kansas Speedway Oval | 1 | 1 | 0 | 1.0 | 9.0 |
| Kentucky Kentucky Speedway Oval | 1 | 1 | 0 | 2.0 | 16.0 |
| Mostly Cloudy 72°F 66% 2 MPH 0.00in | 1 | 0 | 1 | 6.0 | 4.0 |
| Mostly Cloudy 73°F 73% 3 MPH 0.00in | 1 | 0 | 1 | 18.0 | 11.0 |
| Mostly Cloudy 77°F 0% 4 MPH | 1 | 1 | 0 | 1.0 | 12.0 |
| Mostly Cloudy 81°F 49% 3 MPH 0.00in | 1 | 1 | 0 | 1.0 | 34.0 |
| Mostly Cloudy 82°F 51% 1 MPH 0.00in | 1 | 0 | 1 | 29.0 | 11.0 |
| NEW HAMPSHIRE New Hampshire Motor Speedway Oval | 1 | 1 | 0 | 1.0 | 24.0 |
| Nashville - Playoffs Round 2 Nashville Superspeedway | 1 | 1 | 0 | 1.0 | 17.0 |
| North Wilkesboro - Playoffs Round 1 North Wilkesboro Speedway Oval - 1987 | 1 | 1 | 0 | 11.0 | 15.0 |
| North Wilkesboro North Wilkesboro Speedway Oval - 1987 | 1 | 1 | 0 | 1.0 | 33.0 |
| PHOENIX Phoenix Raceway Oval w/open dogleg | 1 | 1 | 0 | 1.0 | 12.0 |
| Partly Cloudy 70°F 49% 11 MPH 0.00in | 1 | 0 | 1 | 19.0 | 15.0 |
| Partly Cloudy 75°F 0% 2 MPH | 1 | 0 | 1 | 28.0 | 19.0 |
| Partly Cloudy 75°F 29% 11 MPH 0.00in | 1 | 1 | 0 | 1.0 | 32.0 |
| Partly Cloudy 75°F 46% 2 MPH 0.00in | 1 | 1 | 0 | 2.0 | 5.0 |
| Partly Cloudy 77°F 0% 1 MPH | 1 | 1 | 0 | 4.0 | 20.0 |
| Partly Cloudy 77°F 34% 9 MPH 0.00in | 1 | 1 | 0 | 1.0 | 15.0 |
| Partly Cloudy 77°F 43% 8 MPH 0.00in | 1 | 1 | 0 | 2.0 | 16.0 |
| Partly Cloudy 79°F 41% 1 MPH 0.00in | 1 | 1 | 0 | 1.0 | 16.0 |
| Partly Cloudy 79°F 62% 1 MPH 0.00in | 1 | 1 | 0 | 1.0 | 15.0 |
| Partly Cloudy 79°F 69% 3 MPH 0.00in | 1 | 1 | 0 | 1.0 | 32.0 |
| Partly Cloudy 81°F 33% 4 MPH 0.00in | 1 | 1 | 0 | 4.0 | 17.0 |
| Partly Cloudy 81°F 34% 12 MPH 0.00in | 1 | 1 | 0 | 1.0 | 7.0 |
| Partly Cloudy 81°F 42% 8 MPH 0.00in | 1 | 1 | 0 | 1.0 | 19.0 |
| Partly Cloudy 84°F 0% 1 MPH | 1 | 1 | 0 | 22.0 | 29.0 |
| Partly Cloudy 84°F 0% 4 MPH | 1 | 0 | 1 | 16.0 | 15.0 |
| Partly Cloudy 84°F 15% 1 MPH 0.00in | 1 | 1 | 0 | 1.0 | 6.0 |
| Partly Cloudy 84°F 25% 3 MPH 0.00in | 1 | 1 | 0 | 1.0 | 21.0 |
| Partly Cloudy 84°F 47% 7 MPH 0.00in | 1 | 1 | 0 | 1.0 | 16.0 |
| Partly Cloudy 86°F 0% 1 MPH | 1 | 1 | 0 | 3.0 | 14.0 |
| Partly Cloudy 86°F 0% 2 MPH | 1 | 1 | 0 | 11.0 | 27.0 |
| Partly Cloudy 86°F 32% 14 MPH 0.00in | 1 | 1 | 0 | 9.0 | 10.0 |
| Partly Cloudy 86°F 53% 6 MPH 0.00in | 1 | 1 | 0 | 8.0 | 21.0 |
| Partly Cloudy 88°F 11% 7 MPH 0.00in | 1 | 0 | 1 | 24.0 | 10.0 |
| Partly Cloudy 88°F 37% 2 MPH 0.00in | 1 | 1 | 0 | 3.0 | 20.0 |
| Phoenix - Playoffs Round 2 Phoenix Raceway Oval w/open dogleg | 1 | 0 | 1 | 15.0 | 14.0 |
| Phoenix Open Dogleg | 1 | 1 | 0 | 3.0 | 13.0 |
| Phoenix Phoenix Raceway Oval w/open dogleg | 1 | 1 | 0 | 1.0 | 10.0 |
| RICHMOND Richmond Raceway [Retired] Richmond - 2007 | 1 | 0 | 1 | 26.0 | 6.0 |
| Rockingham Rockingham Speedway Oval - 2012 | 1 | 0 | 1 | 28.0 | 10.0 |
| Rockingham Speedway Oval - 2012 | 1 | 1 | 0 | 3.0 | 5.0 |
| Sonoma [Retired] NASCAR Short | 1 | 1 | 0 | 1.0 | 22.0 |
| St. Petersburg Grand Prix Grand Prix | 1 | 1 | 0 | 1.0 | 14.0 |
| TEXAS Texas Motor Speedway Oval | 1 | 0 | 1 | 24.0 | 16.0 |
| Talladega - Playoffs Round 1 Talladega Superspeedway | 1 | 1 | 0 | 14.0 | 17.0 |
| The Glenn Watkins Glen International Cup | 1 | 1 | 0 | 1.0 | 7.0 |
| Watkins Glen International Classic | 1 | 1 | 0 | 1.0 | 9.0 |
| Watkins Glen Watkins Glen International Cup | 1 | 1 | 0 | 1.0 | 16.0 |
| World Wide Tech World Wide Technology Raceway (Gateway) [Retired] Oval | 1 | 1 | 0 | 1.0 | 13.0 |
| World Wide Technology Raceway (Gateway) Oval | 1 | 1 | 0 | 1.0 | 30.0 |
| World Wide Technology World Wide Technology Raceway (Gateway) [Retired] Oval | 1 | 1 | 0 | 1.0 | 11.0 |
| [Legacy] Phoenix Raceway - 2008 Oval | 1 | 0 | 1 | 12.0 | 5.0 |
SAMPLE GUARD • 16.8
STRONG • 151 sample
Stronger stored sample for this scope.
Data Trust • sources, scope & identity
Source: Career Stats official shared-race archive
Identity: Resolved Driver Registry/profile identities are used when a driver is named; ambiguous matches are not silently guessed.
Archive/current: Career/archive data may be included.
Across 151 shared official races, Nathan Biggart finished ahead 116 times and Clint Hackett 35 times. Recent five-race edge: 4-1.
→ Shared-race score: 116 to 35 in the selected official scope.
DATA COVERAGE • 11.9How much official data sits behind this answer
Displayed rows127Drivers represented—Official race sample151Data rangeApr 11, 2025 → Sep 8, 2026
EVIDENCE RELIABILITYWhat this answer actually used
PolicyOfficial stored Chop Shop race/result data onlySourceCareer Stats official shared-race archiveScopeall official Chop Shop dataScope modecontextEvidence modeExact official race windowRace sample151 official race(s)Driver identityNathan Biggart, Clint Hackett
EXACT VERIFIED RACE TRACEExact official race evidence is exposed and the requested window is complete.Reliability 100% • Sample 151 • Trace ID 7639ce12bffd6b5b
Exact official races used • 12
Speedy Trophies Trucks • R25 • Clear 86°F 12% 6 MPH 0.00in • Sep 8, 2026
Career Stats official shared-race archive
NextGen Cup • R24 • Kansas - Championship Round 1 of 2 Kansas Speedway Oval • Sep 6, 2024
Career Stats official shared-race archive
NextGen Cup • R7 • Las Vegas Las Vegas Motor Speedway Oval • Sep 5, 2025
Career Stats official shared-race archive
NextGen Cup • R17 • Partly Cloudy 84°F 47% 7 MPH 0.00in • Sep 4, 2026
Career Stats official shared-race archive
Speedy Trophies Trucks • R17 • Partly Cloudy 84°F 0% 2 MPH • Sep 30, 2025
Career Stats official shared-race archive
Nationals • R7 • Partly Cloudy 81°F 34% 12 MPH 0.00in • Sep 3, 2026
Career Stats official shared-race archive
Rise Through the Ranks Xfinity • R2 • Partly Cloudy 70°F 49% 11 MPH 0.00in • Sep 26, 2026
Career Stats official shared-race archive
NextGen Cup • R9 • Rockingham Rockingham Speedway Oval - 2012 • Sep 26, 2025
Career Stats official shared-race archive
NextGen Cup • R19 • Clear 79°F 46% 6 MPH 0.00in • Sep 25, 2026
Career Stats official shared-race archive
Speedy Trophies Trucks • R14 • Partly Cloudy 70°F 0% 2 MPH • Sep 2, 2025
Career Stats official shared-race archive
Rise Through the Ranks Xfinity • R1 • Daytona International Speedway Oval • Sep 19, 2026
Career Stats official shared-race archive
NextGen Cup • R8 • Talladega Talladega Superspeedway • Sep 19, 2025
Career Stats official shared-race archive
Answer Quality Gate • PASSED
All automatic consistency and evidence checks passed.
WHY THIS RESULT?
→ Shared-race score: 116 to 35 in the selected official scope.
Wrong Data
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Why this answer is trustworthy
✓ Answer facts were computed only from stored official Chop Shop data.
✓ Driver identities were resolved through the canonical driver registry/account aliases.
✓ Executed source: Career Stats official shared-race archive.
✓ AI may interpret the question and conversation context, but it cannot invent race facts; factual output must come from the official Chop Shop database path shown above.
Question: “Show the rivalry between Nathan Biggart and Clint Hackett” • OFFICIAL CHOP SHOP DATA ONLY • No external racing statistics are used. Unsupported questions return no guess.