Benchmarking The Virginia Gubernatorial Race
To help understand the Virginia governor’s race as the votes are tallied, we created benchmark vote margins for each county and city using their 2020 presidential vote share. The way the benchmarks work is simple: If a place is voting more Republican than its 2020 benchmark, that’s a good sign for Youngkin; if it’s going more Democratic, that’s a positive development for McAuliffe.
Here are the benchmarks, based on the two-party vote in the 2020 presidential election (so just the Democratic and Republican votes) and ordered by each locality’s share of the statewide vote:
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Benchmarks for the 2021 governor’s race, based on each city’s or county’s two-party vote margin relative to Joe Biden’s statewide two-party vote margin in the 2020 presidential election
| Locality | Share of 2020 statewide vote | Benchmark two-party vote margin for 2021 |
|---|---|---|
| Fairfax County | 13.47% | D+32.4 |
| Prince William County | 5.11 | D+17.2 |
| Virginia Beach city | 5.10 | R+4.8 |
| Loudoun County | 5.04 | D+15.2 |
| Chesterfield County | 4.57 | R+3.5 |
| Henrico County | 4.11 | D+19.2 |
| Arlington County | 2.93 | D+54.7 |
| Chesapeake city | 2.85 | R+3.7 |
| Richmond city | 2.49 | D+59.2 |
| Norfolk city | 2.02 | D+36.3 |
| Alexandria city | 1.85 | D+53.7 |
| Newport News city | 1.82 | D+23.3 |
| Stafford County | 1.79 | R+7.0 |
| Spotsylvania County | 1.69 | R+17.2 |
| Hanover County | 1.59 | R+37.6 |
| Hampton city | 1.48 | D+32.7 |
| Albemarle County | 1.45 | D+23.9 |
| Roanoke County | 1.28 | R+32.5 |
| Suffolk city | 1.11 | D+7.3 |
| James City County | 1.11 | R+5.4 |
| Frederick County | 1.09 | R+38.3 |
| Bedford County | 1.09 | R+59.3 |
| Montgomery County | 1.01 | R+4.4 |
| Portsmouth city | 1.00 | D+31.3 |
| Rockingham County | 0.98 | R+51.5 |
| Fauquier County | 0.98 | R+28.0 |
| Roanoke city | 0.97 | D+16.0 |
| Augusta County | 0.95 | R+58.1 |
| York County | 0.87 | R+17.1 |
| Lynchburg city | 0.82 | R+7.6 |
| Pittsylvania County | 0.77 | R+50.6 |
| Campbell County | 0.67 | R+55.3 |
| Franklin County | 0.67 | R+53.1 |
| Washington County | 0.64 | R+63.5 |
| Culpeper County | 0.61 | R+30.6 |
| Henry County | 0.59 | R+39.7 |
| Charlottesville city | 0.54 | D+63.7 |
| Shenandoah County | 0.53 | R+51.6 |
| Isle of Wight County | 0.53 | R+29.0 |
| Gloucester County | 0.50 | R+46.5 |
| Louisa County | 0.49 | R+33.6 |
| Warren County | 0.47 | R+46.4 |
| Botetourt County | 0.47 | R+55.5 |
| Orange County | 0.47 | R+32.0 |
| Tazewell County | 0.45 | R+78.2 |
| Powhatan County | 0.44 | R+55.4 |
| Danville City | 0.43 | D+12.1 |
| Halifax County | 0.41 | R+25.5 |
| Prince George County | 0.39 | R+27.7 |
| Pulaski County | 0.39 | R+52.5 |
| Harrisonburg city | 0.38 | D+22.4 |
| Amherst County | 0.38 | R+42.4 |
| Manassas city | 0.38 | D+14.4 |
| Accomack County | 0.38 | R+19.8 |
| Goochland County | 0.38 | R+30.0 |
| Wise County | 0.37 | R+72.6 |
| Caroline County | 0.37 | R+14.6 |
| Mecklenburg County | 0.36 | R+25.6 |
| Fluvanna County | 0.36 | R+15.1 |
| Carroll County | 0.35 | R+73.6 |
| Dinwiddie County | 0.34 | R+26.9 |
| Wythe County | 0.34 | R+68.1 |
| New Kent County | 0.32 | R+45.5 |
| King George County | 0.32 | R+32.3 |
| Smyth County | 0.32 | R+67.2 |
| Petersburg city | 0.32 | D+67.0 |
| Fairfax city | 0.30 | D+28.9 |
| Russell County | 0.30 | R+74.5 |
| Salem city | 0.29 | R+30.1 |
| Staunton city | 0.29 | R+0.2 |
| Fredericksburg city | 0.29 | D+25.4 |
| Page County | 0.28 | R+61.6 |
| Rockbridge County | 0.28 | R+43.2 |
| Winchester city | 0.27 | D+1.4 |
| Greene County | 0.25 | R+34.8 |
| Scott County | 0.24 | R+78.8 |
| King William County | 0.24 | R+48.7 |
| Waynesboro city | 0.24 | R+15.5 |
| Buchanan County | 0.22 | R+78.2 |
| Lee County | 0.22 | R+80.1 |
| Westmoreland County | 0.22 | R+18.6 |
| Southampton County | 0.22 | R+28.5 |
| Hopewell city | 0.22 | D+4.6 |
| Prince Edward County | 0.21 | R+4.6 |
| Patrick County | 0.21 | R+68.9 |
| Floyd County | 0.21 | R+45.2 |
| Clarke County | 0.21 | R+24.3 |
| Nelson County | 0.21 | R+15.6 |
| Appomattox County | 0.21 | R+57.3 |
| Giles County | 0.21 | R+62.6 |
| Colonial Heights city | 0.21 | R+44.1 |
| Falls Church city | 0.20 | D+55.2 |
| Alleghany County | 0.18 | R+54.9 |
| Grayson County | 0.18 | R+72.2 |
| Madison County | 0.18 | R+42.8 |
| Buckingham County | 0.18 | R+23.7 |
| Brunswick County | 0.18 | D+4.8 |
| Amelia County | 0.18 | R+48.5 |
| Poquoson city | 0.18 | R+56.7 |
| Northumberland County | 0.18 | R+26.2 |
| Bristol city | 0.18 | R+49.9 |
| Dickenson County | 0.16 | R+68.9 |
| Lancaster County | 0.16 | R+15.0 |
| Nottoway County | 0.16 | R+25.4 |
| Williamsburg city | 0.15 | D+31.6 |
| Middlesex County | 0.15 | R+35.8 |
| Northampton County | 0.15 | D+0.4 |
| Radford city | 0.14 | R+1.0 |
| Charlotte County | 0.14 | R+34.7 |
| Essex County | 0.14 | R+10.9 |
| Manassas Park city | 0.14 | D+23.4 |
| Martinsville city | 0.13 | D+16.7 |
| Lunenburg County | 0.13 | R+29.1 |
| Mathews County | 0.13 | R+46.6 |
| Cumberland County | 0.12 | R+25.4 |
| Sussex County | 0.11 | D+1.7 |
| Rappahannock County | 0.11 | R+24.9 |
| Greensville County | 0.10 | D+5.4 |
| Surry County | 0.10 | R+1.9 |
| Charles City County | 0.10 | D+9.4 |
| King and Queen County | 0.09 | R+31.6 |
| Richmond County | 0.09 | R+35.8 |
| Franklin city | 0.09 | D+15.6 |
| Bland County | 0.08 | R+79.3 |
| Craig County | 0.07 | R+72.7 |
| Buena Vista city | 0.06 | R+48.9 |
| Lexington city | 0.06 | D+22.5 |
| Galax city | 0.06 | R+50.9 |
| Covington city | 0.06 | R+34.5 |
| Bath County | 0.06 | R+58.2 |
| Emporia city | 0.05 | D+26.0 |
| Norton city | 0.04 | R+51.3 |
| Highland County | 0.03 | R+55.0 |
A few things to keep in mind. First, the numbers are based on the two-party vote, so it excludes third-party and write-in votes, which will probably constitute, at most, around 2 percent of the total vote. We did this because the Democratic and Republican votes are all that matter in a race without a significant third-party presence. (Not to say the lone third-party candidate couldn’t have an impact, as progressive candidate Princess Blanding could win a few left-leaning votes).
Second, these benchmarks are calculated based on Biden’s 10-point win in Virginia last November, but adjusted to represent a 50-50 race. Yet they are also based on the share of the vote each locality had last November, and some places might make up a larger or smaller share of the vote than they did in 2020. If bluer or redder places turn out at a very disproportionate rate, that’ll affect these benchmarks.
Lastly, we know that election officials will mostly report absentee votes first, which will be Democratic-leaning, so the types of votes each locality has reported will be an important caveat to keep in mind. As such, we plan to carefully contextualize these benchmarks tonight to avoid misleading you about how the race is going.
