Baltimore Ran Better Than Eight Wins Last Year

Start with the number that matters most: Baltimore outscored its opponents by 26 points last season and finished 8-9. Run that differential through the fitted points-per-win curve — 8.5 base wins plus 26 divided by 35.8 — and you get 9.2 structural wins. The Ravens' actual record was 1.2 wins below that. That gap has a name: luck, specifically the bad kind.

The one-score ledger spells it out. Baltimore went 2-5 in games decided by one score. That's not a scheme problem or a talent problem — that's a coin that came up tails five times. Teams with a point differential this strong and a record this poor have historically bounced back at a rate that makes the regression nearly automatic. The structural case for Baltimore in 2026 doesn't require optimism. It just requires arithmetic.

To be clear about what structural wins are: they're an accounting projection from the ledger, not a forecast of any individual game. But as a starting point for understanding where a team actually stood, a +26 differential on a six-loss-by-a-score season is about as clean a signal as the data produces.

The offense was functional but not exceptional. Baltimore's passing attack generated 0.01 EPA per attempt — roughly league-average, which for a team built around Lamar Jackson is a mild disappointment. The ground game was the real engine, posting 0.08 EPA per carry, a number that reflects both Jackson's threat and Derrick Henry's continued production at an age when most backs have stopped threatening anyone. Converting 45.1% of third and fourth downs is solid — that's a unit that kept drives alive.

The defense tells a mixed story. Baltimore held opponents to -0.08 EPA per carry — one of the better run-defense figures you'll find — but gave up 0.09 EPA per passing attempt, which is soft. A team that can stop the run but leaks through the air is a team that stays competitive in low-scoring games until a good quarterback starts picking at the coverage. The red zone was the sore spot: -0.15 EPA per play there means the Ravens repeatedly did the hard work of moving the ball and then stalled where it counted most.

Then-coach John Harbaugh, before leaving for the New York Giants, contributed 0.374 expected wins lost on in-game decisions in 2025 — about 0.31 per season over his career with Baltimore. His go-for-it rate of 17.2% ran well below the model's recommended 37.9%, and his overall decision agreement rate sat at 74.7%. That's not a damning number — Harbaugh was a net-positive in most respects — but the gap between his aggression on fourth down and what the model preferred was real and consistent. It's worth knowing as you think about what changes under new leadership.

The most consequential arrival is Trey Hendrickson, poached from Cincinnati at $28M per year — the 97th percentile of edge-rusher pay. The market assigns him 2.33 wins at that price, which makes him the single largest investment Baltimore made this offseason. He's 31, the contract runs four years with $12M in dead money at the 2028 exit, and there's no production percentile in the brief to validate the cost yet. The verdict is WATCH, and the falsifier is straightforward: if the top of the edge market inflates past this deal by 2027, it reads like a bargain. If it doesn't, Baltimore paid peak money for a player entering his age-32 season. Calais Campbell returns on a $5.5M deal — 0.37 market wins, low-risk depth.

The departures are where the ledger gets uncomfortable. Tyler Linderbaum left for Las Vegas at $27M per year — 2.24 market wins out the door at center. That's a genuine loss. Isaiah Likely went to the Giants ($13.3M APY, 1.06 market wins), Dre'Mont Jones to New England (0.95 market wins), and Charlie Kolar to the Chargers (0.60 market wins). The net offseason swing is -1.05 wins on a market basis, or essentially flat (-0.01) if you price purely on 2025 production. The difference between those two numbers is the core question mark: Baltimore paid for what players are expected to be worth, not necessarily what they proved last year.

The draft class is anchored by Olaivavega Ioane, an offensive guard out of Penn State taken 14th overall — 1.50 chart wins, and a direct answer to the Linderbaum departure even if the position doesn't map perfectly. Zion Young (DE, Missouri, Round 2, 0.86 chart wins) adds to the edge rotation behind Hendrickson. Ja'Kobi Lane (WR, USC, Round 3, 0.56 chart wins) and Elijah Sarratt (WR, Indiana, Round 4, 0.37 chart wins) address a receiver room that needed depth. The class totals roughly 4.79 chart wins across eleven picks — a reasonable haul, concentrated where the need was real.

The coaching change is covered in detail in the next section, but the ledger entry is simple: incoming head coach Jesse Minter carries no head-coaching record, priced at league average, and will be graded from Week 1.

The honest net is a slight step back on paper. Losing Linderbaum at the top of the offensive line market and replacing him with a first-round guard and a free-agent interior lineman is a lateral move at best. The Hendrickson addition is a real upgrade in pass-rush talent — 2.33 market wins is a meaningful number — but it arrives at the 97th percentile of edge pay for a player who will be 31 in September. The aging curve on edge rushers at that price and that age is not kind as a baseline. The deal isn't wrong, but it is a bet.

The cap posture is worth understanding clearly. Roquan Smith sits at 10.4% of the cap, Nnamdi Madubuike at 9.5%, and Marlon Humphrey at 8.4%. The linebacker group carries a cap concentration 2.7 standard deviations above league average — that's the biggest positional overhang on the roster. Special teams is running 1.46 standard deviations below average spend, which is a choice that tends to show up in the standings eventually. $171.8M in future proration is a real number to carry forward.

The bright spots are genuine. Lamar Jackson at 12.1% of the cap — 11% on the top-hits table — is an extraordinary value for a player at his level; that structure is the foundation everything else rests on. Zay Flowers at 1.4% of the cap produced at the 94th percentile last season, paying out at only the 55th percentile — that's not a sleeper anymore, it's a confirmed bargain. Derrick Henry at 1.8% cap share with 92nd-percentile production is the same story. When your two best skill-position values are running back and wide receiver, the team's competitiveness window is still open.

The coaching transition is the factor that's genuinely hard to price. Minter inherits a roster with a real structural ceiling and a real concentration of cap in the linebacker group. Whether he closes the gap between Baltimore's fourth-down aggression rate (17.2% under Harbaugh) and what the model prefers (37.9%) will matter — not because one play wins games, but because decision quality compounds across a season in ways that show up in close-game records. A team that went 2-5 in one-score games last year could swing several wins just by getting those marginal calls right.

Here's the arithmetic, laid out cleanly. Baltimore's 2025 point differential projects to 9.2 structural wins as a base. Add the net offseason move on a production basis: -0.01 wins, effectively flat. Apply the coach decision delta: -0.07 wins, reflecting the shift from Harbaugh's career decision rate to Minter priced at league average. The sum is 9.1 structural wins for 2026.

That is an accounting projection from the ledger — not a pick, not a betting recommendation, not a guarantee. It's what the numbers say before a snap is played, based on point differential, roster construction, and historical decision-making baselines. The falsifier is specific: if Baltimore finishes at seven wins or fewer, the regression signal was either overwhelmed by the Hendrickson aging curve, the offensive line transition, or Minter's learning curve in ways the ledger couldn't see. A nine- or ten-win season would mean the bounce-back read was right and nothing surprising happened. That's the honest range.

The tight end room is where the vacated opportunity lives. Likely took 36 targets for 61.7 PPR points last season before heading to New York. Kolar added 15 targets and 36.2 PPR points before going to Los Angeles. That's 51 combined targets and 97.9 PPR points that no longer have a home on this roster — and Baltimore drafted two tight ends in the middle rounds to answer that question. Matthew Hibner (SMU, Round 4) and Josh Cuevas (Alabama, Round 5) are the candidates on the depth chart as constructed.

The sleeper case, such as it is, belongs to whoever wins that tight end job. The opportunity is real — 51 vacated targets in an offense that throws to the position — and a rookie on a cost-controlled deal absorbing even half of it would represent the kind of efficiency-plus-opportunity combination the position usually produces value from. Neither player has a production percentile to cite yet, so the case is entirely structural: cheap contract, genuine vacancy, an offense that used the position. That's the setup. Whether either player can execute is a Week 1 grading question.

Zay Flowers is not a sleeper — the market has presumably figured out a player at the 94th production percentile — but the cap structure means Baltimore will keep him, and an offense with Jackson and Henry healthy is one that can generate receiver volume in chunks. The fantasy case for Flowers rests on the same ground it did last year: efficiency the market may still be underpricing relative to volume upside. The aging flags on the roster are minimal based on the available data, and nothing in the brief warrants a systematic fade on skill-position usage.

Everything above traces to a live instrument, and the receipts stay public: the GM boards carry Jesse Minter's decision card, the team's cap posture ($171.8M already charged to future caps), and every contract verdict with its falsifier and review date — including Trey Hendrickson (WATCH). When the season grades these reads, the grades post whether they flatter us or not.