Lower production, along with exports of around 1.6 million tonnes (MT), is likely to bring down the closing stocks to around 7.6 MT in SY16 from around 9.5 MT in SY15, it added.
Sugar output is likely to drop 11 per cent to 25.2 MT in SY16 over the previous year and will slip further next year, it said.
While it is too early to estimate the sugar production for SY17, based on the cane plantation and monsoon levels, Icra said it expects production to drop further between 4-8 per cent to 23-24 MT.
This trend was driven by a host of factors, including a government notification on mandatory exports in September 2015, followed by announcement of cane production subsidy in December 2015, market anticipation of supply correction driven by drought conditions in certain key growing regions and impact of global sugar deficit scenario, the agency said.
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Thus, prices climbed to close to Rs 34,000 per tonne levels by May 2016, almost 50 per cent high over July 2015 lows, it said.
"Given the supply correction, which has happened in SY16, and given the expectations of further production drop, we anticipate prices to remain steady in the near term.
Icra expects the supply correction during sugar year 2015-16 to benefit domestic players.
"We estimate better year-on-year profitability trends ahead for most sugar mills for the next 2-3 quarters, driven mainly by improving sugar price trends seen since August 2015 and stock correction.
"However, the absolute profit levels and net margins would continue to be weighed down by high amounts of debt outstanding or cane dues incurred to cover losses in the previous sugar years," he said.