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The former India pacer finished with 3/6 from four overs in 10-run win over Jharkhand.
SRH are back in the summit clash after a six-year gap.
Arjun gave away just five runs in the final over as Mumbai Indians came up trumps against SRH in Hyderabad.
Both Bhuvneshwar and Harshal, who made a comeback from injury, leaked runs in the Australia series, ending with an economy rate of 12 plus.
The duo set a third-wicket partnership of 104 runs to help India to a six-wicket win.
Kishan, who has been one of India's consistent performers in the ongoing T20I home series against South Africa, aggregating 164 runs in three matches including two half-centuries, has made a massive jump to enter the top 10 among T20 batters.
For SRH, Fazalhaq Farooqi took two wickets for 32 runs.
Kumar took out Nicholas Pooran and conceded just five singles in the penultimate 19th over.
India scored 132 for five on a sluggish pitch, but the hosts overhauled the target with two balls to spare.
India were down and out at 193/7 before Chahar and Bhuvneshwar Kumar (19 not out off 28) forged an unbeaten 84-run stand to seal a memorable win for the visitors who extended their record of not losing an ODI on Sri Lankan soil since 2012.
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