Cincinnati Built a Museum Exhibit Out of Last Year

The 2025 Bengals went 6-11, and the point differential confirms that's about right. Run their -78 scoring margin through our fitted model — 8.5 base wins, point differential divided by 35.8 — and you land at 6.3 structural wins. The luck delta is essentially zero, -0.3. There was no hidden heartbreak here, no team that outplayed its record. They were a 6-win football team because they played like one, consistently, for seventeen weeks.

The one-score record — 3-5 in games decided by eight points or fewer — is the one number that deserves a second look, but not for the reason you might expect. Cincinnati didn't lose close games at an unusual rate relative to their underlying quality; they simply weren't good enough to build the kind of cushions that take close games off the table. A -78 point differential spread across a season averages out to roughly four and a half points per game. That's not a team losing on the margins — that's a team getting outplayed in the aggregate.

The honest takeaway: this isn't a bounce-back story built on bad luck. The record matched the performance, and the performance matched the roster. What happens in 2026 depends entirely on whether the offseason changed the underlying product.

The offense was functional without being good. A 0.02 EPA per pass attempt and 0.02 EPA per carry translates to a unit that generated value slightly above the break-even line on both dimensions — neither a liability nor a weapon. When Joe Burrow was upright and clean, the passing game moved. The issue was consistency, not catastrophe. A 49.8% third- and fourth-down conversion rate is solid — that ranks in the top half of the league — and the 0.08 EPA per play in the red zone suggests the offense could finish drives when it got there. The skeleton of a competent offense was present.

The defense is where the story turns. A 0.20 EPA per pass attempt allowed is a damaging number — opponents were generating meaningful value on nearly every passing down. The run defense was softer than ideal at 0.07 EPA per carry allowed, though that's a less critical wound than the pass-coverage numbers. Simply put: the defense was a problem in 2025, and it was a consistent problem, not a situational one.

Zac Taylor's decision-making numbers add texture. His decision index cost Cincinnati roughly 0.2 wins over the course of the season — not a disaster, but not neutral either. The headline is a 14% go-for-it rate on fourth down against a model recommendation of 33.7%, with an overall agreement rate of 73.3%. Taylor is among the more conservative fourth-down coaches in the league, and our model says that conservatism carries a price. Over a season, 0.2 wins is real. Over five seasons, it's a game and a half in the standings.

The headline departure is Trey Hendrickson, who left for the Ravens at $28 million per year — the market valued him at 2.33 wins annually. Cincinnati replaced him on the edge with Boye Mafe (three years, $20 million per year, 1.63 market wins) and Joseph Ossai departed for the Jets at $11.5 million per year (0.9 market wins). The math on the edge is straightforward: the team lost a combined 3.23 market wins of edge production and replaced 1.63 of it. That's a meaningful step back in a positional group that was already struggling to generate pressure.

The other arrivals: Bryan Cook comes in from Kansas City at $13.4 million per year (1.06 market wins), and Jonathan Allen joins from Minnesota at $12.5 million per year (0.98 market wins). Both address the defense, Cook at safety and Allen at interior defensive line. The net offseason movement on a market-wins basis is +0.44 — a modest positive, though the production-wins basis lands at zero, which reflects the uncertainty around whether these players will perform to their market prices.

The contract verdicts warrant attention. Dexter Lawrence signed a one-year deal at $28 million — the 99th percentile of IDL pay at age 29, with a $6.7 million dead-cap exit in 2027. Orlando Brown Jr. is at $16 million per year for two years, 91st percentile for left tackles at age 30, with a $9.3 million exit. Cook's deal (96th percentile for safeties) and Mafe's (94th percentile for edge defenders) both carry WATCH verdicts. Every new contract lands in the top decile of its position market. None of them are graded on production yet — that falsifier is simple: if any of these markets inflate dramatically by 2027, these deals look reasonable. If they don't, Cincinnati overpaid across the board.

The draft class adds 2.52 total chart wins across seven picks, led by second-round edge Cashius Howell out of Texas A&M at 0.94 chart wins. Third-round cornerback Tacario Davis contributes 0.69. Fourth-rounders Connor Lew (center, Auburn) and Colbie Young (wide receiver, Georgia) add 0.35 and 0.34 respectively. The remaining three picks — Brian Parker II, Jack Endries, and Landon Robinson — contribute between 0.15 and 0.20 chart wins each. This is a defense-heavy class in terms of premium investment, which aligns with the team's most obvious need.

The honest answer is: marginally help, with meaningful asterisks. The market-wins ledger shows a net gain of 0.44 wins. That's the optimistic read, and it's already modest. The production-wins basis — which asks whether players actually performed to their contracts, rather than what the market charged for them — lands at zero. In other words, the offseason looks like a push before aging curves and contract risk enter the conversation.

The cap posture deserves honest scrutiny. Cincinnati is spending at the 99th percentile on interior defensive line (Lawrence), 96th on safety (Cook), 94th on edge (Mafe), and 91st on left tackle (Brown). The wide receiver group is already at a 2.5 z-score above league average in spending, driven by Tee Higgins and Ja'Marr Chase combining for 16.7% of the cap. That is a significant concentration of resources, and $97.2 million in future proration means the team doesn't have a lot of room to correct mistakes. The exit clauses in 2027 — Lawrence at $6.7 million dead, Brown at $9.3 million, Cook at $7.3 million, Mafe at $10 million — provide some flexibility, but exercising all of them simultaneously would require a nearly complete defensive rebuild.

The albatross flag on Mike Gesicki is instructive as a signal about how the front office has navigated the mid-tier market. He's at the 74th percentile of tight-end pay and the 21st percentile of production — the gap between price and value is real, and it's the kind of contract that quietly constrains roster flexibility. On the other side, Chase Brown is a genuine windfall: 87th-percentile production at 57th-percentile cost at running back. That's the most clearly favorable contract on the roster.

Here is the arithmetic, stated plainly. The 2025 point differential generates a structural base of 6.3 wins. The offseason adds zero wins on a production basis — the market-wins number is +0.44, but our model uses production wins for the projection, and that needle didn't move. The coaching decision index carries no delta, because Taylor remains and his 2025 number is already baked into the base. The result: 6.3 structural wins heading into 2026.

This is an accounting projection from the ledger — it is not a betting model output, not a prediction, and not a pick. It is the honest sum of where the team sits after the point-differential baseline and the offseason transactions are entered into the ledger. It says the Bengals are a team whose underlying performance projects to roughly six wins, unchanged from last year.

The falsifier is direct: if Cincinnati wins nine or more games in 2026, this read is wrong. That would require a defensive turnaround — either Allen, Cook, and Mafe producing materially above their market prices, or Howell contributing meaningful pass rush as a rookie, or Taylor closing the gap on his fourth-down decision rate. Any one of those happening would be a partial correction; all three happening simultaneously would explain nine wins. A four-win season, on the other hand, would suggest the cap concentration in receiver and quarterback salary made defensive rebuilding structurally impossible — and that the pass-coverage problem of 2025 deepened rather than improved.

The brief doesn't identify meaningful vacated target volume from departures — the offseason movement was concentrated on the defensive side of the ball, where the significant losses (Hendrickson, Ossai) don't create fantasy-relevant opportunity. The skill-position core is intact: Burrow, Chase, Higgins, and Brown remain. No targets walked out the door at volume, so there isn't a redistribution story to tell here.

The one player worth flagging as a value case is Chase Brown. An 87th-percentile production figure at the 57th percentile of running back cost is the exact profile the sleeper argument requires: efficiency the market hasn't fully priced. The brief doesn't provide target or carry volume, so the opportunity ceiling is unstated — but the cost-efficiency gap is real and documented. If the offensive line improves even modestly (Brown Jr. and Lew in the mix), Brown's efficiency numbers have room to show up on volume.

The data doesn't generate aging-flag fades on the offensive skill players, and there are no production-wins numbers available for the new defensive arrivals to build a fantasy case around. What the brief does establish clearly: Cincinnati's most interesting fantasy and DFS value is already on the roster, not imported this offseason. Gesicki at the 21st percentile of production against 74th-percentile pay is a clean fade in any format where tight-end efficiency matters.

Everything above traces to a live instrument, and the receipts stay public: the GM boards carry Zac Taylor's decision card, the team's cap posture ($97.2M already charged to future caps), and every contract verdict with its falsifier and review date — including Dexter Lawrence (WATCH), Boye Mafe (WATCH), Orlando Brown Jr. (WATCH), Bryan Cook (WATCH). When the season grades these reads, the grades post whether they flatter us or not.