Don't Look at My Team

Bucky Irving — RB, TB (2026)

Verdict

TARGET (medium confidence) at ADP 45.4 / RB20 (FFC PPR mocks, 2026-07-07). The market is pricing the injured 2025 stat line — 3.40 YPC, 1 rush TD, RB20 finish rate — as Irving's true level, when every *usage* signal in his 10 active games was top-8 caliber: 68% backfield opportunity share, 26.1 weighted opportunities/g (elite band), 61.6% snap share, and an 18.0 PPR/g bellcow month before the shoulder/foot injuries hit (weeks 1–4). Why the market is wrong: the three things that cratered his 2025 value — efficiency collapse, zero goal-line work, lost targets after his return — all trace to a since-repaired shoulder and an O-line whose projected starting five played zero snaps together, not to a role change; the line returns 5/5 healthy, the new play-caller (Zac Robinson) fed RBs a 22.9% target share in Atlanta, and the only capital added is a $7M/yr satellite back the market itself prices at pick 98. Health is the real risk (not cleared for contact as of early July), which is why this is a medium-confidence TARGET rather than a MUST-HAVE.

Bull case

Elite usage hiding under an injury line: 68% opportunity share, 26.1 weighted opps/g, and 20.3 touches/g (4th among RBs) in 2025 — with an 18.0 PPR/g, 70% snap share, 67% route-participation month before the injuries. The role, not the talent, is what 2026 buys — and the role was top-8.
xTD ≫ actual, role-driven: 1 rush TD on 173 carries with *zero* inside-5 carries while nursing a shoulder; in 2024 he owned 50% of inside-5 work and scored 8. Goal-line reversion alone is worth ~4–5 TDs (~25–30 PPR) the market isn't paying for at RB20.
Situation upgraded on every axis: McVay-tree OC whose scheme (wide zone, 22.9% RB target share) fits him perfectly, 5/5 OL starters returning after a zero-continuity 2025, and the only backfield addition is a $7M/yr satellite — while 132 carries + 45 targets (White) walked out the door.

Bear case

The shoulder is not cleared: he hasn't practiced fully since surgery, was limited through OTAs/minicamp, and "expected back during camp" has already slipped once from "minicamp." A 195-lb back coming off two injuries in one season carries real missed-games and re-injury risk — the floor scenario is live, not theoretical.
The 2025 efficiency collapse was total: −0.74 RYOE/att, 2.3 YAC/att, 2.3% breakaway rate, 34.7% success rate, PFF 67.8 — every burst metric cratered, which is exactly the §11 decline sequence's first stage. If even half of it is real (not injury), the 4.5 YPC median is generous behind a line that's ranked bottom-6 in run-block win rate two years running.
His most valuable touches are contested on both ends: Gainwell's 73-catch résumé claims the passing downs (Irving's post-return target rate was already just 2.7/g and 49% route participation) and Tucker holds the goal line by incumbency — the "similar skillsets" coach-speak is how committees are announced. If both claims stick, Irving is an early-down back at a three-down price.

Projection & comps

Bottom-up (PPR assumed), anchored to TB team volume from the team profile (~64.5 plays/g, ~27 rush att/g incl. QB, ~33.5 pass att/g; win total 8.5 = neutral script — data/team-profiles/TB.md, 2026-07-07):

Scenario	Games	Carries	Rush yds	Tgt/Rec	Rec yds	TDs	PPR
Floor (p20)	12–13	~175 (14/g)	~720 (4.1 ypc)	34/28	~215	5	~150
Median (p50)	15	~225 (15/g)	~1,010 (4.5 ypc)	51/43	~390	8	~230
Ceiling (p80)	17	~280 (16.5/g)	~1,315 (4.7 ypc)	73/60	~480	12	~305

Carry math: ~23.8 RB carries/g available (27 team − 3.2 Mayfield, nflverse 2025 + profile projection); Irving at 58–70% of RB carries across scenarios. His 2025 active-week rate was 17.3/g (nflverse weekly, pulled 2026-07-07).
Target math: Robinson's ATL 2025 RB target share was 22.9% (~7.5 RB tgt/g on TB volume), split with Gainwell. Median gives Irving 3.4/g — below his pre-injury 4.8/g, above his post-injury 2.7/g.
TDs anchored to xTD, not 2025 actuals (4): median assumes Irving reclaims ~45% of inside-10 carries (his 2024 share was 51% — 22/43 team, 13/26 inside-5; nflverse pbp, pulled 2026-07-07), worth ~6 rush xTD + ~1.5 receiving on ~38 team inside-10 attempts. Floor assumes Tucker keeps the goal line (Irving's 2025 reality: 0 of 22 team inside-5 carries).
YPC regression: midpoint of 5.42 (2024) and 3.40 (2025), tilted up for the 5/5 returning OL and ideal wide-zone fit, held down by two straight years of 27th-ish run-block win rate (ESPN RBWR 70%/27th, 2026-01-06).
Games-played risk: HIGH — offseason shoulder surgery, contact clearance still pending as of July 2026; missed 7 games in 2025 with two separate injuries (foot + shoulder, nflverse injuries.csv); 5'10"/195 (Sleeper, 2026-07-07). Mitigant: 17/17 games as a rookie and only ~476 career pro touches at age 23.
Comps (role/profile sanity check): Jahmyr Gibbs 2023 (small elite-efficiency back splitting with a capable vet, ~15.8 PPR/g), James Cook 2023 (lead back ceding passing downs, 237 PPR), Chase Brown 2024 (year-2 usage consolidation, ~227 PPR), Aaron Jones 2020 (undersized zone one-cut lead with real backup, 243 PPR in 14 g). Ceiling blueprint: Bijan Robinson 2024 under this same play-caller (~340 PPR) — treated as the role's upper bound, not a comp.
External projections: none on file (data/projections/ absent) — no cross-check available.

Usage profile (rb.md §2–5)

All nflverse via nflreadpy, pulled 2026-07-07, REG only. 2025 figures are Irving's 10 active games (wks 1–4, 13–18) unless noted.

Metric	2024 (17 g)	2025 (10 g)	Band / read
Snap share	44.4% (rising: 72% wk 18)	61.6% — 70.5% wks 1–4, 55.7% wks 13–18	Good; elite pre-injury. Post-return dip = playing hurt, not demotion
Opportunity share (backfield)	50%	68% (208 of 305 RB opps)	Good, knocking on elite (≥70%)
Weighted opps/g (car + 2.5×tgt)	19.8	26.1	Elite (≥25) — 4th-most touches/g among RBs at 20.3 (PFF, 2026-05-28)
High-value touches/g (tgt + inside-10 car)	4.4	4.1	Good (4–6); pre-injury 2025 was ~6/g pace
Inside-10 carry share	51% (22/43, 6 TD)	19% (6/32, 0 TD) — Tucker 14/32	2024 = his job; 2025 = stripped while hurt. THE swing variable
Inside-5 carry share	50% (13/26)	0% (0/22 — Tucker 11, White 9)	Explains 1 rush TD on 173 carries; role-driven xTD suppression
Third-down snap share	UNVERIFIED (not in cached tables)	UNVERIFIED — proxy below
Route participation (on-field share of team dropbacks, participation.csv proxy)	39.9%	56.7% — 67.2% wks 1–4, 48.9% wks 13–18	Good→elite pre-injury; receiving role was his before the shoulder
Targets/g	3.1	3.5 (4.8 pre-injury / 2.7 post)	Good band (3–5)
TPRR (proxy: tgt ÷ dropbacks on field; includes pass-pro snaps, understates true TPRR)	0.19	0.15	Adequate for an RB given proxy bias; designed screen/checkdown mix
Trailing-by-7+ usage	48 of 94 team rushes + 18 tgt	30 of 95 + 10 tgt	Does not leave the field trailing — script-resistant, not a pure grinder
xFP / PPG	14.4 PPR/g	13.9 PPR/g (18.0 pre-injury)	Provider xFP UNVERIFIED; usage-based read: actual ≪ expectation if any goal-line role returns

Efficiency (§5 — the back vs. the line):

Metric	2024	2025	Read
YAC/att	3.93 — led NFL, 150+ carries (NGS via search, 2026-07-07)	2.3 (PFF via search)	Elite → concern
Missed tackles forced	82 total; 37.1% MT rate led NFL (PFF) → ~0.32/touch	31 as rusher → 0.18/att	Elite → mid
NGS RYOE/att	+0.94 (elite)	−0.74 (concern)	Biggest one-year swing on the profile
Breakaway (15+ yd) rate	6.8% (elite)	2.3% (concern)	Burst gone while playing through shoulder/foot
Rush success rate	44.9%	34.7%	Poor both years — partly the 27th-ranked run-blocking
PFF grade	90.8 (highest-graded rookie; 4th among RBs)	67.8 (43rd/55)	Two-year composite still 87.0, 10th at RB (PFF, 2026-05-28)

Per the evidence hierarchy (scoring-framework §3), one injury-explained efficiency season does not overturn an elite year-1 baseline — and usage, which outranks efficiency, *improved* in 2025. The 2026 question is purely medical + goal-line role, not talent.

Context (data/team-profiles/TB.md, 2026-07-07)

New play-caller: Zac Robinson (McVay tree, ex-ATL OC). Wide/outside-zone base — profile calls Irving an "ideal fit." ATL 2025 RB target share 22.9%; reporting has Robinson wanting Irving involved in the passing game "as he had Bijan" (Yahoo/RotoBaller, 2026). Stated run-game emphasis with Mayfield boot/keeper elements (buccaneers.com, May–June 2026). 2025 TB tendencies (Grizzard) are void.
O-line: 5 of 5 starters return; 2025's projected five played zero snaps together (Bucs Report, 2026-07-07). Wirfs elite (96% PBWR, 3rd among OTs). Caveat: RBWR 70%/27th (ESPN, 2026-01-06) — two straight mediocre run-blocking seasons, Mauch returning from season-ending surgery.
Backfield: Kenneth Gainwell signed 2-yr/$14M (2026-03-12) off a 73-catch PIT season — a real passing-down claim, but a cheap-vet contract, not lead-back capital (rb.md §9). Rachaad White departed (WAS) taking 132 carries + 45 targets of 2025 usage with him. Sean Tucker (RFA tender) is the goal-line incumbent by 2025 usage (7 rush TDs, 11 of 22 team inside-5 carries). RB coach calls Irving/Gainwell "similar skillsets… hand in hand" — 1A/1B coach-speak (Bucs Report, May 2026). No new draft capital at RB — the committee threat is contract-tier, not capital-tier.
Committee 2×2 (rb.md §7): high standalone / moderate contingent — lead back whose capable backup (Gainwell) caps the expansion case but doesn't threaten the base role. Ambiguous-backfield pricing check passes: Gainwell's ADP is 98.5 (FFC, 2026-07-07) — the market is not double-paying this backfield.
Game script: win total 8.5 (DraftKings, as-of 2026-07-07) = neutral. Irving stays on the field trailing (see table) — projection is only modestly script-sensitive.
Health/2026 status: shoulder surgery Feb 2026 (injury originated Week 4 2025 and never fully healed — JoeBucsFan, 2026-02); skipped minicamp, limited at late OTAs; Bowles said back "sometime in the summer or the fall" (2026-05-27); GM Jason Licht: "will definitely be ready for training camp" (SI, 2026); Schefter reported ready "at some point during training camp" (ESPN via Bucs Nation, 2026). Multiple reports expect full camp participation (ProFootballRumors, 2026-05-17; FantasyPros/Yardbarker, May–July 2026). Contact clearance not yet confirmed as of 2026-07-07 (Sleeper lists him Questionable). Age 23 (24 in Aug), ~476 career pro touches incl. playoffs — no age/mileage flag (rb.md §8).
Pedigree: 2024 R4 pick (day-3) — opportunity is production-earned, not capital-protected; one bad month from committee is the structural risk day-3 backs carry (rb.md §9), mitigated by two years of usage proof.

Tripwires (re-run this eval if any fire)

Irving opens training camp on PUP or is not cleared for contact by mid-August 2026 → floor scenario becomes base; Gainwell presumptive September lead.
Camp/preseason: Gainwell runs the clear two-minute/third-down package AND mixes into first-team early downs → cut receiving projection, verdict toward HOLD.
Preseason goal-line/short-yardage package goes to a *healthy*-Irving-active Tucker → strip the xTD reversion, median drops ~25 pts.
ADP rises inside pick ~32 (round 3, 12-team) → the discount thesis is gone; flip to HOLD.
Any shoulder setback, or TB adds a veteran RB with starter money / trades for a back.

Sources

data/stats/2025/ and data/stats/2024/ — weekly.csv, rushing.csv, receiving.csv, snap_counts.csv, ngs_rushing.csv, participation.csv, injuries.csv (nflverse via nflreadpy, pulled 2026-07-07; REG-only derived tables). Basis for: snap/opportunity/carry/target shares, weighted opps, splits (2025 wks 1–4 vs 13–18; 2024 wks 12–18), RYOE, route-participation proxy (on-field share of coverage-charted dropbacks), trailing-usage counts.
nflverse play-by-play via nflreadpy (loaded 2026-07-07): inside-10/inside-5 carry shares 2024–25, breakaway (15+ yd) rate, rush success rate, playoff touches.
data/raw/sleeper/players_2026-07-07.json: age 23, 5'10"/195, Oregon, years_exp 2, injury status Questionable, depth chart RB1.
data/adp/adp_ffc_2026-07-07.csv: Irving 45.4 (RB20); Gainwell 98.5; RB tier context.
data/team-profiles/TB.md (built 2026-07-07): Robinson hire + ATL tendencies, OL ranks/returners, vacated touches, backfield claims, win total 8.5, Irving rehab timeline.
Web (fetched 2026-07-07): ProFootballRumors 2026-05-17 (full camp participant expected; Robinson "hand in hand" quote); PFF "undervalued mid-round RBs" 2026-05-28 (87.0 two-year grade 10th at RB; 20.3 touches/g 4th; Gainwell 69.3 grade); PFF/X + NGS via search (2024: 90.8 grade, 82 MTF, 37.1% MT rate led NFL, 3.93 YAC/att led NFL); search results (2025: 31 MTF, 2.3 YAC/att, PFF 67.8, 43rd/55); Yahoo/Athlon/RotoBaller (Gainwell competition framing; Robinson wants Irving used like Bijan); Bucs Nation/FantasyPros/Heavy (rehab timeline, limited OTAs, camp expectation); SI.com (GM Licht: "will definitely be ready for training camp", 2026); JoeBucsFan (surgery Feb 2026; injury dated to Week 4 2025); Yardbarker (on track for full return by camp); atozsports/buccaneers.com roundtables (July 2026 bounce-back framing). Draft capital: 2024 R4 (PFF/media, confirmed in 2026 reporting "2024 fourth-rounder").
UNVERIFIED: third-down snap share (no down-level snap data cached); true routes-run/TPRR (proxy used, includes pass-pro snaps); provider xFP; 2024 ATL Robinson tendencies beyond team profile.