NFLSports BettingData Analysis
Which NFL Team is the Best to Bet On?
Ten years of Vegas spreads reveal which teams consistently beat the oddsmakers - and which ones you should fade.
I've got NFL betting data with Vegas spreads going back decades. Which team should I be betting on?
Let me load this up and calculate every team's against-the-spread (ATS) record over the last 10 seasons. The key metric here is how often a team "covers" - beats the point spread Vegas sets.
Here's every NFL team ranked by their edge against the spread. Anything above zero means they've been profitable to bet on, below zero means you should fade them.
The Cincinnati Bengals stand out at +6.7 points above breakeven. They've covered 56.7% of their games over the last decade - that's a significant edge. On the flip side, the Cleveland Browns are a disaster at -12.3 points. If you'd bet against Cleveland in every game for 10 years, you'd be rich.
Interesting. But does it matter if the team is favored or the underdog?
Great question - this is where it gets interesting. Some teams are consistent regardless of role, while others have huge splits.
Look at the Bengals - they cover at 56% as favorites AND 58% as underdogs. They just beat Vegas either way. The Chiefs are fascinating: only 51% as favorites, but a massive 62% when they're underdogs. The Steelers show a similar pattern. Meanwhile, the Patriots were dominant as favorites (57%) but terrible as dogs (43%). And the Browns? Bad both ways - 38% in each role.
Have the Bengals always been this good against the spread?
Not always - let me show you the year-by-year breakdown.
2015 was insane - the Bengals covered 77% of their games. They dropped hard in 2016, but stayed above 50% through 2017-2018. The real surge came with Joe Burrow: 67% in 2021, 68% in 2022 during their Super Bowl run. Even in 2024, they're covering at 59%. Vegas consistently undervalues this team.
What about the Browns? Have they always been this bad?
The Browns have been historically terrible for bettors.
2016 and 2017 were brutal - 19% and 25% cover rates. That's a historically bad run. The only bright spot was 2018 when Baker Mayfield arrived - they actually hit 63%. But it didn't last. After a brief recovery in 2022-2023, they crashed back to 24% in 2024. The lesson: Vegas knows the Browns are bad, but somehow still overestimates them.
You mentioned the Chiefs are good as underdogs. Who else should I bet on when they're getting points?
Here are the top underdog picks over the last decade.
The Chiefs lead at 62% - but note they've only been underdogs 34 times in 10 years. When Patrick Mahomes and company are getting points, take them. The Ravens, Saints, and Steelers are all around 59%. The Bengals at 58% fit the pattern - good teams that Vegas underrates when they face elite opponents.
So what's the bottom line? What's my betting strategy?
Based on 10 years of data:
**Always bet:** The Bengals. They cover 57% regardless of whether they're favored or not. That's rare consistency.
**Bet as underdogs:** Chiefs, Ravens, Saints, Steelers. When these teams are getting points, Vegas is underestimating them.
**Always fade:** The Browns and Jets. They cover under 42% - you're literally better off betting against them blindly.
**Avoid as favorites:** The Seahawks (40%) and Falcons (40%) are terrible when laying points.
The market is efficient, but not perfect. Teams with star quarterbacks who elevate their play in big moments tend to outperform expectations. Teams in perpetual rebuilding mode tend to underperform even low expectations.
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