The 50-share NSE index hit 9,122.75, an all-time intra-day high, before ending at 9,087 with a solid 152.45 points gain.
Sentiment soared on hopes that BJP's stellar show in state polls would pave the way for the Modi government to focus on key reform measures.
The much-anticipated turnaround on the economic front has opened up a barrage of foreign capital fund flows into India.
Foreign investors pumped in over Rs 10,000 crore in the Indian capital markets this month so far.
Factory output measured in terms of Index of Industrial Production (IIP) had contracted by 0.1 per cent in December.
However, inflation based on wholesale prices shot up to a 39-month high of 6.55 per cent in February against 5.25 per cent in January, according to official data.
Major index gainers were ICICI Bank (6.17 per cent), L&T (4.46 per cent), HUL (4.4 per cent), Asian Paints (3.99 per cent) and Ultratech Cement (3.8 per cent).
Turnover in the cash segment shot up to Rs 27,836.94 crore from Rs 17,336.35 crore last Friday.
A total of 12,111.87 lakh shares changed hands in 8,848,690 trades. The market capitalisation of NSE stood at Rs 11,689,137 crore.
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