Hungry for redemption, India recorded a win for the ages under an inspirational Ajinkya Rahane, beating Australia by eight wickets in the second Test to level the four-match series 1-1 here on Tuesday.

The target of 70 was never a big one but for a team that was bowled out for its all-time lowest score of 36 only 10 days back, one can't fault them if that played at the back of their minds.

Shubman Gill (35 not out) and skipper Rahane (27 not out) knocked off the runs in 15.5 overs to complete the victory.

This was after the quartet comprising Jasprit Bumrah (2/54 in 27 overs), debutant Mohammed Siraj (3/37 in 21.3 overs), Ravichandran Ashwin (2/71 in 37.1 overs) and Ravindra Jadeja (2/28 in 14 overs) showed maniacal consistency over a period of 100 overs on the flattest of decks, where extra bounce became their go-to weapon.

"The talk was all about showing attitude, intent and character. One hour took the game away from us in Adelaide, but we still have a lot to learn," Rahane said in the post-match presentation.

Indian teams, since the turn of the new millennium, have had some memorable overseas victories but when the backdrop and context of this Test at the iconic MCG is recorded for posterity, Rahane and his magnificent bowling unit will find more than an honourable mention in the pages of history.

"Really proud of all the players, credit to our debutants Gill and Siraj. The way they showed character was amazing," Rahane said.

The Indian teams of yore used to lose stomach for a good scrap after humiliating defeats but not this one. It stood out for the manner of its comeback in the absence of a genius called Virat Kohli and a magician in Mohammed Shami.

Australia captain Tim Paine had nothing to offer as an explanation for why his side could not capitalise on the big absences.

"Very disappointed, played poor cricket, sloppy cricket. Let's not take anything away from India, they forced us to make mistakes," he said.

India was also hamstrung by Umesh Yadav's calf muscle injury mid-match which reduced a five-pronged bowling attack to four men.

But in the last three and half days, Rahane, first with his hundred and then with solid leadership, showed what Kohli meant when he spoke about 'New India'.

Along with skills, it was the mental fortitude that shone through as the team didn't take too much time to bury the ghosts of Adelaide and clear the cobwebs in their minds getting Australia all-out for 195 and 200 in two innings.

For someone, whose Test match place was being questioned during the last 18 months, Rahane was certainly 'Captain Cool' in a new avatar, bamboozling the opposition with his tactical acumen and marshalling of resources.

On the first day, it was about assessing the moisture on the surface and giving Ashwin a go before debutant Siraj in the first hour of the match, all the while keeping that leg gully in business for Steve Smith.

It worked wonderfully well and then he understood pretty quickly that Siraj, with his hit-the-deck bowling, could work wonders with the semi-new or old kookaburra when the seam would flatten.

While batting, he was like that bandmaster, who knew how to conduct his orchestra whether it was young Gill or the seasoned Ravindra Jadeja.

Rahane rates his hundred in a winning cause at Lord's six years back as his best effort but for fans, the innings at Melbourne will always be way more precious.

On the fourth morning, Rahane, after giving a three-over spell to Bumrah on the, understood instantly that the old ball is not doing anything and took him off the attack to keep him fresh for the second new ball.

It was another great tactical decision as Bumrah bounced Cummins to end the stand that consumed more than 36 overs.

The second new ball did the trick as Cameron Green (45 off 146 balls) and Cummins (22 off 103 balls) were dismissed after their frustrating 57-run stand for the seventh wicket.

Green's gutsy knock had five boundaries as he tried to get Australia out of the woods during a classical Test match session.

It was a well-directed bouncer aimed between the batsman's jaw and shoulder and the awkward fend was taken by Mayank Agarwal at second slip.

Green, who was starting to become a thorn in the flesh, tried to pull Siraj but the extra bounce did him in as Ravindra Jadeja, fielding at mid-wicket, timed his spot jump to perfection ending the batsman's vigil.

Siraj and Ashwin then mopped up the tail setting a total of 70 for their batsmen.

The victory was unquestionable but again it was Rahane, a former Karate 10th Dan black belt, decided to guide Gill, doing his apprentice in Test cricket.

The skipper first played a perfect Sunil Gvaskar-like forward defensive stroke where the ball lands on the feet of the batsmen like an obedient cocker spaniel.

The next ball, brought out an imperious pull-shot, showing the intent which let Gill blossom in that short period of time.

It was only fitting that he fought fire with fire during that brief knock and it was poetic justice that he was there till the end.

Kohli will be back in whites in about a month and a half when he walks out at the Chepauk leading his band of men but one won't forget 'Captain Rahane' in a hurry.