RR's Optimal 12: Sandeep Sharma's 0.39 WAR/M Leads a Squad Where the Best Player Is a Medium-Pacer
RR's Optimal 12: Sandeep Sharma's 0.39 WAR/M Leads a Squad Where the Best Player Is a Medium-Pacer
How we build Optimal XIs: methodology and WAR explainer
RR rank 8th in the WAR-based Elo model at 1472, a projected WAR of 3.52 that reflects a squad leaning on one elite batter and bowling depth. A medium-pacer who bowls three powerplay overs is the most valuable player in Rajasthan's squad. Sandeep Sharma's regressed WAR/M of 0.39 tops every batter, every allrounder, and every other bowler on this roster. His powerplay economy of 7 against a league average of 9 and his bowling WAR/M of 0.44 rank among the best specialist bowlers across all ten franchises. When the highest-value player in a squad is a containing new-ball pacer, you know the team is built on bowling depth rather than batting firepower.
The batting order tells the same story from the other direction. Jaiswal at 0.46 regressed WAR/M anchors the top with a powerplay SR of 158 against pace across 969 balls. Behind him, Suryavanshi's raw numbers are extraordinary (195 PP SR vs pace) but built on just 61 balls. Hetmyer moves up to No. 3, Parag shifts to No. 4 as captain, and the lineup gains Shubham Dubey at No. 6 and Jofra Archer in the bowling attack. The batting still thins quickly after the top three, and one early collapse exposes a tail that starts at No. 7.
A significant caveat applies. Several squad members carry limited or zero data in our pipeline. The Predicted XII reflects likely management decisions, but incomplete data for fringe squad players means our alternatives analysis has gaps we cannot fill.
Optimal XII
| # | Player | Role | OS |
|---|---|---|---|
| 1 | Yashasvi Jaiswal | Opener | No |
| 2 | Vaibhav Suryavanshi | Opener | No |
| 3 | Shimron Hetmyer | #3 | Yes |
| 4 | Riyan Parag (c) | #4 / AR | No |
| 5 | Donovan Ferreira (wk) | #5 / AR | Yes |
| 6 | Shubham Dubey | #6 | No |
| 7 | Dhruv Jurel (wk) | Finisher | No |
| 8 | Ravindra Jadeja | Middle (spin) / AR | No |
| 9 | Nandre Burger | New Ball (pace) | Yes |
| 10 | Ravi Bishnoi | Middle (spin) | No |
| 11 | Sandeep Sharma | New Ball (pace) | No |
| 12 | Jofra Archer | Death (pace) | Yes |
Overseas: 4/4 (Hetmyer, Ferreira, Burger, Archer) | Keepers: Donovan Ferreira, Dhruv Jurel
Position-by-Position Analysis
1. Yashasvi Jaiswal, Opener
Jaiswal is the foundation of this batting order and the most valuable batter in RR's squad at 0.46 regressed WAR/M. Across 969 powerplay balls against pace, he strikes at 158 versus a league average of 134. That is not a hot streak. That is nearly a thousand balls of elite production against the new ball. Against spin in the powerplay, he reaches 173 from 119 balls, making him dangerous against both bowling types in the phase that matters most for openers.
His middle-overs contribution is quieter but still above average: 141 SR against spin from 379 balls accounts for 18% of his expected role. The phase distribution is textbook opener: 53% of his role comes from powerplay pace, with meaningful middle-overs contributions when he bats deep. His SRae of 10 and xImpact of 69 project continued elite performance.
Jaiswal's projected WAR/M of 0.52 for 2026 is the highest in this XII. In a batting-light squad, his ability to set a platform in the powerplay while maintaining acceleration through the middle overs is a structural necessity, not a luxury.
2. Vaibhav Suryavanshi, Opener
The numbers are spectacular and the sample is tiny. Suryavanshi strikes at 195 against pace in the powerplay from just 61 balls. Against spin in the powerplay, he reaches 206 from 70 balls. His raw batting WAR/M of 1.04 is the highest in the squad, and his SRae of 60 is among the best in the entire IPL dataset.
But 61 balls against pace and 70 balls against spin is not a reliable dataset. That is approximately five innings of total powerplay exposure. The regression model pulls his WAR/M from 1.04 all the way down to 0.28, a 73% discount that reflects the extreme uncertainty around a teenager with minimal top-level data. His middle-overs pace numbers (307 SR from 15 balls) are functionally meaningless at that sample size.
The Jaiswal-Suryavanshi opening partnership is the most exciting and most volatile in the IPL. If Suryavanshi's powerplay production holds up across a full season, this is the best opening pair in the competition. If his SR normalizes toward career averages as opposition teams study him, RR's batting-light structure has no backup plan.
3. Shimron Hetmyer, No. 3
Hetmyer moves up to first drop in this configuration, a position that leans on his large middle-overs samples rather than his powerplay ability. Against spin in the middle overs, he strikes at 139 from 708 balls, accounting for 32% of his expected batting contribution. Against pace in the middle, he adds 150 from 520 balls for another 22%.
The powerplay is the problem. Against pace in the first six overs, Hetmyer manages just 117 SR from 165 balls. For a No. 3 who will regularly walk in during the powerplay, that is a structural mismatch. His positional fit score of 1.15 reflects this compromise: good middle-overs coverage, poor powerplay production.
His regressed WAR/M of 0.28 and projected WAR/M of 0.17 suggest a player past his peak years. His SRae of -16 indicates recent underperformance against phase-adjusted expectations. But the sample sizes across middle overs are so large that the absolute SR numbers carry weight. His xImpact of 73 is the highest among all batters in this XII, reflecting match-winning potential when he bats through a long innings. Hetmyer at No. 3 is a compromise selection, but a compromise backed by 1228 middle-overs balls of evidence.
4. Riyan Parag, No. 4 (Captain)
Parag captains this squad and brings the most complete batting profile across all phases. His middle-overs SR of 148 against spin from 406 balls is the primary phase contribution, accounting for 35% of his expected batting role. Against pace in the middle overs, he adds 147 SR from 238 balls for another 28%.
The powerplay dimension is what separates Parag from a typical middle-order bat. His SR of 166 against pace from 85 balls means he can walk in during the powerplay and maintain the scoring rate rather than rebuild. His SRae of 16 confirms he outperforms phase-adjusted expectations consistently.
As a part-time bowling option, Parag offers one middle-overs over with an elite overall boundary rate of just 15% versus 19%. His death bowling economy of 9 is strong when called upon. His Ecae of 0.72 confirms positive bowling value. The combined batting and bowling contributions produce a regressed WAR/M of 0.35 and a projected WAR/M of 0.45 for 2026, the second-highest projection in the squad behind Sandeep Sharma.
5. Donovan Ferreira, No. 5 (Keeper)
Ferreira is the overseas keeper-allrounder who gives this lineup its only real finishing power from the middle order. Against pace at the death, he strikes at 188 from 169 balls, accounting for 27% of his expected role. Against pace in the middle overs, he adds 157 from 173 balls for another 27%. Against spin in the middle overs, he reaches 144 from 235 balls, covering 32% of his role.
His positional fit score of 2.05 is the highest of any batter in this XII, reflecting near-perfect alignment between his SR profile and the demands of a No. 5 role. His bowling adds genuine middle-overs utility: three overs of medium pace at an elite economy of 7 against a league average of 9, with an elite boundary rate of just 11% versus 16%. His bowling fit score of 1.67 is the highest bowl fit in the squad's allrounder group.
The concern is that Ferreira's numbers come primarily from SA20 and international T20 data. His regressed WAR/M of 0.25 is modest after format weighting discounts non-IPL balls. As a second overseas bat alongside Hetmyer, he carries the expectation of delivering death-overs firepower that the domestic middle order cannot.
6. Shubham Dubey, No. 6
Dubey is the new addition to this XII, slotting in at No. 6 with a profile defined by extremes. Against pace at the death, he strikes at 193 from 81 balls, accounting for 38% of his expected batting role. Against spin at the death, he adds 192 from 89 balls. Those are elite finishing numbers against both bowling types.
The middle overs are a different story. Against spin in overs 7-15, Dubey manages just 58 SR from 43 balls. That 58 figure is the lowest middle-overs spin SR of any batter in this XII. The sample is small enough that it may not be representative, but it flags a significant vulnerability if he enters during a spin-heavy middle phase.
His regressed WAR/M of 0.15 is the second-lowest among batters in this XII, and his positional fit score of 1.36 reflects the tension between elite death hitting and poor middle-overs spin output. Dubey's selection logic is straightforward: RR need a domestic No. 6 who can finish against pace at the death, and his 193 SR in that matchup from 81 balls is the best available option. The risk is that opposition captains will target him with spin before the death overs arrive.
7. Dhruv Jurel, Finisher (Keeper)
Jurel drops to No. 7 as the designated finisher and second keeper. Against pace at the death, he strikes at 180 from 205 balls, accounting for 44% of his expected batting contribution. Against spin at the death, he adds 163 from 49 balls.
The problem remains the middle overs. Against spin in the middle, Jurel manages just 95 SR from 124 balls. For a finisher who may enter during overs 12-15, that weakness is exploitable. His regressed WAR/M of 0.16 is the lowest among batters, and his SRae of 1 suggests he performs close to phase-adjusted expectations without exceeding them.
At No. 7, Jurel's death-overs pace hitting is genuinely valuable, and the keeper role provides tactical flexibility with Ferreira as the primary gloveman. But the spin vulnerability in the middle overs means Parag and Ferreira need to handle the spinners before Jurel arrives. In a batting-light squad, a No. 7 with a 95 SR against spin is a liability opponents will exploit.
Bowling Attack
Powerplay: New-Ball Pairing
Sandeep Sharma is the statistical leader of this entire squad. His powerplay economy of 7 against a league average of 9 is elite, backed by a powerplay boundary rate of just 17% versus 22%. His regressed WAR/M of 0.39 is the highest in the entire RR XII, with a bowling WAR/M of 0.44 that ranks among the best specialist bowlers in the IPL. His Ecae of 0.25 confirms he outperforms expected economy rates. He bowls three powerplay overs, with 46% of his balls in the powerplay phase.
The wicket rate is the caveat. His overall dot rate of 33% sits below the 37% league average. Sandeep Sharma wins through suffocation, not strike bowling. He concedes fewer boundaries and fewer runs per over than almost any pace bowler in the competition, but he does not generate the dot-ball pressure or wicket-taking that elite new-ball bowlers provide. For a squad that needs its bowlers to compensate for batting thinness, containment may be enough, but it places additional pressure on the wicket-taking options.
Nandre Burger shares the new ball with a split deployment of two powerplay overs and two death overs. His PP dot rate of 50% against a league average of 46% is strong, and his overall dot rate of 42% versus 37% extends that pressure through all phases. His PP boundary rate of 19% versus 22% adds boundary suppression alongside Sandeep's elite economy.
Burger's regressed WAR/M of 0.17 and bowling WAR/M of 0.18 are modest but functional. His bowl fit score of 1.37 is the highest among pace bowlers in this XII, confirming his new-ball role is the best statistical use of his skillset. The two death overs are where his elite six rate suppression becomes relevant (see Death section below).
Middle-Overs Spine
Ravindra Jadeja anchors the middle overs with an elite containment profile. His middle-overs boundary rate of just 13% versus 16% and overall economy of 8 versus 9 make him the most reliable spinner in this XII. His Ecae of 0.35 confirms sustained over-performance against expected economy. He bowls 93% of his deliveries in the middle overs, the highest phase concentration of any bowler in the squad. His overall boundary suppression of 14% versus 19% is elite.
Jadeja's batting contribution is minimal at this stage of his career. His SRae of -21 and batting WAR/M of 0.06 mean he is functionally a bowler who bats at No. 8 rather than an allrounder. His regressed WAR/M of 0.34 is driven almost entirely by his bowling WAR/M of 0.29. The allrounder label is historical rather than current.
Ravi Bishnoi provides wrist-spin variation alongside Jadeja's left-arm orthodox. His middle-overs economy of 8 against 9 and middle-overs boundary rate of 14% versus 16% profile him as a second containment option through overs 7-15. His overall boundary rate of 16% versus 19% is elite. He bowls 73% of his deliveries in the middle overs across three overs.
His regressed WAR/M of 0.19 and Ecae of -1.66 create a contradiction: elite boundary suppression but worse-than-expected overall economy. The resolution is that Bishnoi concedes in singles and twos rather than boundaries, a containment profile that prevents damage without creating sustained dot-ball pressure. His projected WAR/M of 0.16 suggests steady but unspectacular output.
Together, Jadeja and Bishnoi give Parag a twin-spin middle-overs combination that suppresses boundaries at elite rates. Ferreira's three part-time middle-overs overs add a third option with an economy of 7. The middle overs are the strongest phase of RR's bowling attack.
Death Bowling
Jofra Archer is the new addition to this XII, replacing Adam Milne as the designated death specialist. His deployment covers one powerplay over and three death overs. His overall dot rate of 44% versus 37% is elite, and his death dot rate of 34% versus 32% sustains that pressure in the most expensive phase. His Ecae of 0.51 confirms he concedes fewer runs than expected for his phase allocation.
His regressed WAR/M of 0.18 is modest, but his projected WAR/M of 0.36 nearly doubles his regressed figure, reflecting the model's belief in Archer's ceiling. His bowling WAR/M of 0.18 and bowl fit score of 1.06 suggest he can hold his own at the death. His death boundary rate of 22% is a slight concern, sitting just above the 21% league average.
Nandre Burger shares death duties with two overs in the phase. His death six rate of just 6% versus 9% is elite, meaning he restricts the most damaging shot in T20 cricket better than almost any bowler in the dataset. Combined with Archer's three death overs, RR have two overseas pacers sharing five death overs between them. That is a defensible death strategy if neither leaks boundaries, but neither profiles as a genuine death-overs strike bowler capable of removing set batters in overs 18-20.
Alternatives Considered
Adam Milne was in the previous XII configuration but loses his spot to Jofra Archer. Milne's elite PP dot rate of 54% was his primary selling point, but Archer's projected WAR/M of 0.36 nearly doubles Milne's projection and provides a more complete death-overs package. Milne rotates into the XI when Archer needs rest.
Tushar Deshpande provides domestic pace depth. His Ecae of -0.71 flags economy concerns, and his overall boundary rate of 22% versus 19% is the worst among pace options. He enters only if an overseas quick is unavailable.
Sam Curran would have been the most impactful addition to this squad, providing batting depth at No. 5 or No. 6 alongside genuine death-overs bowling. His injury removes the allrounder option that could have transformed RR's batting-light structure.
Several squad members carry zero data in our pipeline. We cannot evaluate players we have no ball-by-ball records for. This is a genuine limitation. Any of these players could emerge as middle-order options that address the batting thinness, but our model has no basis for projecting them.
Methodology: Selections are based on ball-by-ball data from 1,164 IPL matches, 4,996 T20Is, and 691 SMAT matches via Cricsheet. Player evaluation uses phase-adjusted strike rates, economy rates, and boundary percentages weighted by format (IPL 1.0, T20I 0.5, SMAT 0.3) and recency (most recent season 3x, prior 2x, two back 1x, older 0.5x). Full WAR methodology explainer.