Modakkurichi Assembly Election Results 2026 Live Updates: TVK’s D Shanmugan wins by 2,430 vote margin
THE TIMES OF INDIA | May 06, 2026, 15:40:07 IST
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Modakkurichi Assembly Election Results 2026 Live Updates: TVK’s D Shanmugan wins by 2,430 vote margin
M.Arunkumar (Naam Tamilar Katchi), S.Kirthika (Bharatiya Janata Party), S.Senthilnathan (Dravida Munnetra Kazhagam), K.Muniyappan (Bahujan Samaj Party), R.Karthikeyan (Tamizhaga Vaazhvurimai Katchi), D.Shanmugan (Tamilaga Vettri Kazhagam), M.Ramesh (Namathu Kongu Munnetra Kalagam), M.Ravikumar (Ganasangam Party of India), A.Kathirvel (Independent), K.Dhanabal (Independent), A.Duraisamy (Independent), R.Natarajan (Independent), L.Bharathi (Independent), and R.Velusamy (Independent) — 14 candidates contesting from Modakkurichi in Tamil Nadu's 2026 Assembly Election. Votes cast across this constituency are now being counted, and early trends from each round will be closely watched as the day unfolds. Modakkurichi is a General constituency under the Erode Lok Sabha segment. In 2021, Saraswathi.C of the Bharatiya Janata Party won the seat. The 2016 winner was V P Sivasubramani of the AIADMK. the final result will show which candidate has secured the most votes in Modakkurichi in 2026.
15:39 (IST) May 06
Modakkurichi Assembly Election Results 2026: TVK’s D Shanmugan wins by 2,430 vote margin
In Modakkurichi, D Shanmugan of TVK secured a narrow win, polling 60,715 votes and defeating BJP’s S Kirthika by a margin of 2,430 votes. DMK’s S Senthilnathan followed very closely in third with 58,236 votes, making it a tightly contested race.
18:19 (IST) May 04
UDF leads in enough seats to cross majority mark in Kerala
In Kerala, where 140 assembly seats are at stake and the majority mark stands at 71, the UDF is leading in enough seats to cross that threshold if the current trends hold. The alliance has won 68 seats and is leading in 19 more, taking its tally to 87. The LDF has won 30 seats and is leading in 6, giving it a tally of 36, well short of the majority mark. Candidates from other parties and independents cumulatively account for a tally of 17 seats, with 13 won and 4 leads.
18:08 (IST) May 04
Erode (West) Election Results 2026: TVK's Ananth Moghan K.K. leads by over 22,000 votes
In Erode (West), Tamil Nadu, TVK candidate Ananth Moghan K.K. is leading with 88,994 votes, holding a margin of 22,915 over DMK's S. Muthusamy, who is trailing with 66,079 votes. The seat is currently held by DMK's Muthusamy S, who is not among the top 3 candidates presently reflected in the leading positions. Counting is still under way in this Tamil Nadu constituency.
17:57 (IST) May 04
TVK leads Tamil Nadu count, needs 5 more seats for majority
TVK is out in front in Tamil Nadu's 234-seat assembly, holding a tally of 113 seats — 10 declared wins and leads in 103 more — leaving the party just 5 seats short of the 118 needed for a majority. DMK sits second with a tally of 51, having won 6 and leading in 45. AIADMK is leading in 47 constituencies with no wins confirmed yet, while BJP and Congress are each leading in 3 seats.
17:46 (IST) May 04
Modakkurichi Election Result: TVK's Shanmugan leads as counting continues
In the Modakkurichi constituency of Tamil Nadu, no candidate carries a star flag in the current count, but the contest has drawn attention with TVK's D.Shanmugan holding a lead of 2,430 votes over BJP's S.Kirthika, who has accumulated 58,285 votes so far. Shanmugan, a 57-year-old graduate professional with a clean record, currently stands at 60,715 votes as counting progresses in this seat.
17:35 (IST) May 04
UDF leads in enough seats to cross majority mark in Kerala
In Kerala, where 140 assembly seats are in play and the majority mark stands at 71, the UDF is leading in enough seats to cross that threshold if the current leads hold. The alliance has won 68 seats and is leading in 19 more, giving it a tally of 87. The LDF has won 30 seats and is leading in 6, bringing its tally to 36. Candidates from other parties and independents cumulatively account for a tally of 17 seats, with 13 won and 4 leads.
Perundurai Election Results 2026: AIADMK's Jayakumar. S leads by 8,854 votes
In Perundurai, Tamil Nadu, AIADMK's Jayakumar. S is currently leading with 63,614 votes, holding an 8,854-vote margin over DMK's Thoppu Venkatachalam (Alias) N.D. Venkatachalam, who has accumulated 54,760 votes and is trailing at this stage of counting. The seat is currently held by All India Anna Dravida Munnetra Kazhagam's Jayakumar, S., who is also the leading candidate as votes continue to be tallied.
17:13 (IST) May 04
TVK leads Tamil Nadu count, needs 4 more seats for majority
TVK is out in front in the Tamil Nadu assembly election count, leading in 104 seats and having won 10, putting its tally at 114 in a 234-seat house where 118 are needed for a majority. Four more seats would take the party past that mark. DMK sits at a tally of 50, with 6 wins and leads in 44 constituencies, while AIADMK is leading in 47 seats without a win confirmed so far.
17:02 (IST) May 04
Modakkurichi Election Result: TVK's D.Shanmugan leads with a narrow margin
In the Modakkurichi constituency of Tamil Nadu, no candidate in the provided field carries a star flag, so the count picture here rests on the broader contest. TVK's D.Shanmugan is currently leading with 55,869 votes, holding a margin of 1,890 over BJP's S.Kirthika, who stands at 53,979 votes. Counting is still in progress and no result has been declared in this seat.
16:51 (IST) May 04
BJP leads in enough seats to cross majority mark in West Bengal
Counting is underway across West Bengal's 294 assembly seats, where the majority mark stands at 148. BJP is leading in enough seats to cross that mark if the current trends hold, with a tally of 200 seats — comprising 8 declared wins and leads in 192 constituencies. TMC, trailing at this stage, has a tally of 84, with 1 won seat and leads in 83. Candidates from other parties or independent candidates cumulatively lead in 9 seats in West Bengal.
16:40 (IST) May 04
Erode (West) Election Results 2026: TVK's Ananth Moghan K.K. leads by over 21,000 votes
In Erode (West), Tamil Nadu, TVK candidate Ananth Moghan K.K. is leading with 76,956 votes, holding a margin of 21,517 over DMK's S. Muthusamy, who has gathered 55,439 votes and is currently trailing. The seat is currently held by DMK's Muthusamy S, who is not among the top 3 candidates presently reflected in the leading positions. Counting is still underway and no result has been declared yet.
16:29 (IST) May 04
TVK leads Tamil Nadu count, needs one more seat for majority
TVK is out in front in Tamil Nadu's 234-seat assembly, holding a tally of 119 seats — 3 declared wins and leads in 116 more — leaving the party just one seat short of the 118 needed for a majority. AIADMK sits second with a tally of 50, while DMK is placed third with 3 wins and leads in 39 constituencies. Counting continues across the state.
16:18 (IST) May 04
Modakkurichi Election Result: R.Karthikeyan of TMVK leads in Tamil Nadu seat
Counting is still under way in the Modakkurichi assembly constituency in Tamil Nadu, where R.Karthikeyan of Tamizhaga Vaazhvurimai Katchi is currently leading the race. The seat was held by Saraswathi.C of the Bharatiya Janata Party going into this election. A result is yet to be declared as votes continue to be tallied in this constituency.
16:07 (IST) May 04
BJP leads in enough seats to cross majority mark in West Bengal
In West Bengal, where 148 seats are needed for a majority in the 294-seat assembly, BJP is leading in enough seats to cross that threshold if the current trends hold. The party has won 4 seats outright and is leading in 212 more, giving it a tally of 216. TMC has won 1 seat and is leading in 63, bringing its tally to 64. Candidates from other parties or independent candidates cumulatively lead in 4 seats in the state.
15:56 (IST) May 04
Erode (East) Election Results 2026: TVK's M.Vijay Balaji leads by over 22,000 votes
In Erode (East), Tamil Nadu, TVK candidate M.Vijay Balaji is currently leading with 63,945 votes, holding a margin of 22,453 over Congress candidate Gopinath Palaniyappan, who has gathered 41,492 votes so far. The seat is currently held by Congress's Thirumahan Everaa, E., who is not among the top 3 candidates presently reflected in the leading positions. Counting is still underway and no result has been declared yet.
15:45 (IST) May 04
TVK leads Tamil Nadu count with tally of 138 seats
TVK is out in front in Tamil Nadu's 234-seat assembly, currently leading in 137 constituencies with one seat already declared in its favour, bringing its tally to 138. The majority mark stands at 118, and if these leads hold, TVK would cross that threshold comfortably. AIADMK is trailing with a tally of 39, while DMK has secured a tally of 38 across its leading and declared seats.
15:35 (IST) May 04
Modakkurichi Election Result: TVK's D.Shanmugan leads as counting continues
In the Modakkurichi constituency of Tamil Nadu, no candidate in the provided list carries a star flag, so the picture here is shaped by the numbers on the ground. TVK candidate D.Shanmugan, aged 57, is currently leading with 44,222 votes, holding a margin of 3,383 over BJP's S.Kirthika, who has accumulated 40,839 votes so far. Counting is still underway and the result is yet to be declared.
15:25 (IST) May 04
NDA leads in enough seats to cross majority mark in Puducherry
In Puducherry, where 30 assembly seats are up for grabs and a majority requires 16, the NDA has won 12 seats and is leading in 11 more, giving it a combined tally of 23. That tally has crossed the majority mark, and if the current leads hold, NDA would be well past the threshold. The SPA has won 2 seats and is leading in 1, bringing its tally to 3. Independent candidates and those from other parties have collectively won 3 seats, with no further leads at this stage.
15:12 (IST) May 04
Anthiyur Election Result 2026: AIADMK's Haribaskar.P leads with narrow margin
In the Anthiyur constituency of Tamil Nadu, AIADMK candidate Haribaskar.P is currently leading with 46,274 votes, holding a margin of 2,166 votes over TVK's Vijay Venkatesh.M, who has accumulated 44,108 votes and is trailing at this stage of counting. The seat is currently held by DMK's Venkatachalam.A.G, who is not among the top 3 candidates presently reflected in the leading positions.
15:01 (IST) May 04
TVK leads in 146 seats as Tamil Nadu counting progresses
TVK is out in front in Tamil Nadu's 234-seat assembly, currently leading in 146 constituencies and building a tally that already crosses the 118-seat majority mark if those leads hold. AIADMK is placed second with a tally of 35 seats, while DMK is leading in 30 seats with one declared win. Congress has a tally of two seats. Counting continues across the state.
14:50 (IST) May 04
Modakkurichi Election Result: TVK leads as counting continues in Tamil Nadu
In the Modakkurichi constituency of Tamil Nadu, no candidate in the provided field carries a star flag, so the update rests on the seat-level picture. TVK's D.Shanmugan holds the lead with 33,119 votes, staying 3,092 votes clear of BJP's S.Kirthika, who has accumulated 30,027 votes so far. Counting is still under way and no result has been declared for this seat.
14:39 (IST) May 04
NDA leads in enough seats to cross majority mark in Assam
Across Assam's 126 assembly seats, where a majority requires 64, the NDA is leading in enough constituencies to cross that threshold if current trends hold. The alliance has formally won 4 seats and holds leads in 93 more, taking its tally to 97. Congress and its allies are trailing with a tally of 25 seats, all of them leads with no seats formally declared in their favour. Candidates from other parties and independents cumulatively lead in 4 seats.
In Bhavani, Tamil Nadu, AIADMK's Karuppanan. K.C is currently leading with 37,066 votes, holding an 8,044-vote margin over TVK's Balakrishnan, who is trailing with 29,022 votes. The seat is currently held by AIADMK's Karuppanan.K.C. Counting is still underway and a final result is yet to be declared.
14:17 (IST) May 04
TVK leads in 123 seats as Tamil Nadu counting progresses
TVK is currently leading in 123 of Tamil Nadu's 234 assembly seats, putting it five seats past the majority mark of 118, though no seats have been formally declared yet. AIADMK is trailing with leads in 50 constituencies, while DMK is placed third with leads in 42 seats. With counting still under way, TVK needs its current leads to hold to cross the finish line.
14:06 (IST) May 04
Modakkurichi Election Result: TVK's Shanmugan leads with 3,414-vote margin
In the Modakkurichi constituency of Tamil Nadu, counting is still underway with no result declared yet. TVK candidate D.Shanmugan, aged 57, is currently leading with 30,525 votes, holding a margin of 3,414 votes over BJP's S.Kirthika, who has accumulated 27,111 votes so far. Neither candidate holds an incumbent status in this contest, and the seat remains open as counting continues.
13:55 (IST) May 04
NDA leads in enough seats to cross majority mark in Puducherry
In Puducherry, where 16 seats are needed for a majority in the 30-seat assembly, the NDA is leading in enough seats to cross that mark if those leads hold. The alliance has won 8 seats and is currently leading in 15 more, taking its tally to 23. The SPA has a tally of 3, with 2 seats won and 1 lead. Candidates from other parties or independent candidates cumulatively lead in a tally of 3 seats in the union territory.
13:45 (IST) May 04
Erode (East) Election Results 2026: TVK's M.Vijay Balaji leads by over 16,000 votes
In Erode (East), Tamil Nadu, TVK candidate M.Vijay Balaji is currently leading with 43,163 votes, holding a margin of 16,626 over Congress candidate Gopinath Palaniyappan, who has accumulated 26,537 votes so far. The seat is currently held by Congress's Thirumahan Everaa, E., who is not among the top 3 candidates presently reflected in the leading positions. Counting is still under way.
13:33 (IST) May 04
TVK leads in 116 seats, two short of majority in Tamil Nadu
TVK is currently leading in 116 of Tamil Nadu's 234 assembly seats, sitting just two seats short of the 118 needed for a majority. AIADMK is placed second with leads in 54 constituencies, while DMK is leading in 42. Counting is still underway and no seats have been declared yet across the state.
13:22 (IST) May 04
Modakkurichi Election Result: TMVK leads as counting continues
In the Modakkurichi constituency of Tamil Nadu, counting is still under way with Tamizhaga Vaazhvurimai Katchi's R.Karthikeyan currently holding the lead. The sitting seat was last held by Saraswathi.C of the Bharatiya Janata Party, and all eyes remain on how the final tally shapes up in this Tamil Nadu assembly segment as votes continue to be counted.
13:11 (IST) May 04
NDA leads in enough seats to cross majority mark in Puducherry
In Puducherry, where 16 seats are needed for a majority in the 30-seat assembly, NDA is leading in enough seats to cross that mark if current leads hold. The alliance has won 5 seats and is leading in 19 more, giving it a combined tally of 24. SPA has won 2 seats and is leading in 1, putting its tally at 3. Candidates from other parties or independent candidates cumulatively lead in 2 seats in the union territory.
13:01 (IST) May 04
Perundurai Election Result 2026: AIADMK's Jayakumar. S leads by 2,969 votes
In Perundurai, Tamil Nadu, AIADMK candidate Jayakumar. S is currently leading with 29,341 votes, holding a margin of 2,969 over DMK's Thoppu Venkatachalam (Alias) N.D. Venkatachalam, who is trailing with 26,372 votes. The seat is currently held by AIADMK's Jayakumar, S., and counting is still underway with the final result yet to be declared.
12:49 (IST) May 04
TVK leads in 116 seats, two short of majority in Tamil Nadu
TVK is currently leading in 116 of Tamil Nadu's 234 assembly seats, sitting just two seats short of the 118 needed for a majority. AIADMK is trailing at 53 seats, while DMK holds leads in 45 constituencies. Results are still coming in, and whether TVK crosses the majority mark will depend on how the remaining counts settle.
12:39 (IST) May 04
Modakkurichi Election Result: TMVK leads as counting continues
In the Modakkurichi constituency of Tamil Nadu, counting is still under way with no result declared yet. Tamizhaga Vaazhvurimai Katchi's R.Karthikeyan currently holds the lead in this seat, while the incumbent from the Bharatiya Janata Party, Saraswathi.C, is not among the candidates reflected in the current count. The contest here remains open as votes continue to be tallied.
12:28 (IST) May 04
UDF leads in Kerala but majority mark still five seats away
In Kerala, where 71 seats are needed for a majority in the 140-seat assembly, the UDF is currently leading in 66 constituencies, leaving it just 5 seats short of that mark. The LDF is trailing with a tally of 41 seats. Candidates from other parties or independent candidates cumulatively lead in 19 seats. No alliance has crossed the majority threshold yet, and counting continues across the state.
In Erode (East), Tamil Nadu, AIADMK candidate R.Manoharan is currently leading with 13,735 votes. Tamilaga Vettri Kazhagam's M.Vijay Balaji is trailing with 27,532 votes, creating a margin of 13,797 votes between them. The seat was previously held by Congress's Thirumahan Everaa, E., who is not currently among the top 3 candidates in the leading positions. Counting is still ongoing, and no final result has been announced yet.
12:07 (IST) May 04
TVK leads in 117 seats, one short of majority mark in Tamil Nadu
TVK is currently leading in 117 of Tamil Nadu's 234 assembly seats, just one seat away from the majority mark of 118, though no results have been declared yet. AIADMK is placed second with leads in 64 constituencies. DMK is leading in 35 seats, while Congress holds a lead in one. Counting is still underway across the state.
11:56 (IST) May 04
Modakkurichi Election Result: R.Karthikeyan of TMVK leads as counting continues
In the Modakkurichi constituency of Tamil Nadu, counting is still under way with R.Karthikeyan of Tamizhaga Vaazhvurimai Katchi currently leading the race. D.Shanmugan of Tamilaga Vettri Kazhagam is trailing at this stage. The seat is held by Saraswathi.C of the Bharatiya Janata Party, though the incumbent does not figure among the candidates currently being tracked in the count.
11:45 (IST) May 04
NDA leads in 15 of 30 seats in Puducherry, one short of majority
In Puducherry, where 16 seats are needed for a majority in the 30-member assembly, the NDA is currently leading in 15 constituencies, leaving it just one seat short of the majority mark if those leads hold. The SPA is trailing with leads in 2 seats. Candidates from other parties and independents cumulatively lead in 5 seats. No results have been declared yet across the union territory, and the final shape of the assembly will depend on how the remaining leads settle.
11:35 (IST) May 04
Perundurai Election Results 2026: Jayakumar. S of AIADMK Edges Ahead
The Perundurai constituency in Tamil Nadu is witnessing a nail-biting finish! AIADMK's Jayakumar. S is currently in the lead with 12,162 votes. Hot on his heels is DMK's Thoppu Venkatachalam (Alias) N.D. Venkatachalam, trailing by a mere 36 votes with 12,198 votes. The incumbent, Jayakumar, S. of the All India Anna Dravida Munnetra Kazhagam, is holding onto a slim advantage as the counting continues.
11:25 (IST) May 04
TVK leads in 172 seats as Tamil Nadu counting progresses
TVK is currently leading in 172 of Tamil Nadu's 234 assembly seats, putting the party well past the majority mark of 118 if these leads hold. AIADMK is trailing with leads in 26 constituencies, while DMK is leading in 24. No seats have been declared yet as counting continues across the state.
11:14 (IST) May 04
Modakkurichi Election Result: TMVK's R.Karthikeyan leads in Tamil Nadu seat
In the Modakkurichi constituency of Tamil Nadu, counting is still under way with R.Karthikeyan of Tamizhaga Vaazhvurimai Katchi holding the lead at this stage. The seat's incumbent, Saraswathi.C of the Bharatiya Janata Party, is not among the candidates currently reflected in the count. Results for this constituency are yet to be declared.
11:04 (IST) May 04
UDF leads in Kerala with 67 seats, majority mark at 71
In Kerala, where 140 assembly seats are up for grabs and a majority requires 71, the UDF is currently leading in 67 constituencies, placing it just 4 seats short of the majority mark if these leads hold. The LDF is trailing with a tally of 38 seats. Candidates from other parties or independent candidates cumulatively lead in 16 seats across the state. No alliance has crossed the majority threshold yet as counting continues.
In the Bhavani constituency of Tamil Nadu, AIADMK's Karuppanan. K.C is currently leading with 10,934 votes, holding a margin of 1,630 over TVK's Balakrishnan, who has gathered 9,304 votes and is trailing at this stage of counting. The seat is currently held by AIADMK's Karuppanan.K.C, who is also the candidate leading the count as results continue to come in.
10:43 (IST) May 04
TVK leads Tamil Nadu count, still short of majority mark
TVK holds the largest tally in Tamil Nadu at this stage of counting, leading in 92 of the 234 assembly seats with no wins declared yet. The party needs 26 more seats to reach the majority mark of 118. DMK is currently leading in 63 constituencies, while AIADMK holds leads in 35. Counting continues across the state with no party yet on course for a confirmed majority.
10:33 (IST) May 04
Modakkurichi Election Result: TMVK's R.Karthikeyan leads in Tamil Nadu seat
In the Modakkurichi constituency of Tamil Nadu, R.Karthikeyan of Tamizhaga Vaazhvurimai Katchi is currently leading as counting continues. The seat, held by BJP's Saraswathi.C, is watching a closely tracked contest with results yet to be declared. From the candidates in the fray, TVK's D.Shanmugan holds a lead of 3,231 votes over DMK's S.Senthilnathan, who has polled 8,065 votes so far.
10:23 (IST) May 04
BJP leads in 157 seats as West Bengal counting progresses
In West Bengal, where 294 assembly seats are at stake and the majority mark stands at 148, BJP is currently leading in 157 constituencies, giving it a tally that has crossed the majority threshold if those leads hold. TMC is trailing with a tally of 54 seats. Candidates from other parties or independent candidates cumulatively lead in 1 seat in the state. No seats have been declared yet as counting continues across the state.
10:13 (IST) May 04
Erode (East) Election Results 2026: Congress leads by narrow 48-vote margin
In Erode (East), Tamil Nadu, Congress candidate Gopinath Palaniyappan is currently leading with 7,372 votes, holding a slender margin of 48 votes over TVK's M.Vijay Balaji, who has accumulated 7,324 votes. The seat is currently held by Congress's Thirumahan Everaa, E., though counting is still under way and the final outcome in this closely contested constituency is yet to be determined.
10:03 (IST) May 04
DMK and TVK locked level in Tamil Nadu count
Counting is underway across Tamil Nadu's 234 assembly seats, where the magic number for a majority stands at 118. DMK and TVK are level at 62 leading seats each, with no wins declared yet. AIADMK is currently leading in 39 seats. With no party anywhere near the majority mark at this stage, Tamil Nadu's final picture remains wide open as counting continues.
09:52 (IST) May 04
Modakkurichi Election Result: TMVK leads as counting continues in Tamil Nadu
In the Modakkurichi constituency of Tamil Nadu, counting is currently underway with Tamizhaga Vaazhvurimai Katchi holding the lead at this stage. The seat, previously held by BJP's Saraswathi.C, is being watched closely as votes continue to be tallied. No result has been declared yet for this constituency.
09:42 (IST) May 04
Modakkurichi Election Result: R.Karthikeyan of TMVK leads early count
Counting is underway in Modakkurichi, Tamil Nadu, where Tamizhaga Vaazhvurimai Katchi's R.Karthikeyan holds the leading position at this stage. TVK's D.Shanmugan is currently trailing with 3,376 votes against R.Karthikeyan's 49 votes in the early rounds. The seat is currently held by BJP's Saraswathi.C, who is not among the top 3 candidates presently reflected in the leading positions.
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Disclaimer: This Data is provided by the Association for Democratic Reforms (ADR) | MyNeta and sourced from election affidavits available in the public domain of the Election Commission of India.
Modakkurichi is a General constituency in Tamil Nadu, falling under the Erode Lok Sabha segment. 14 candidates are contesting in 2026: M.Arunkumar (Naam Tamilar Katchi), S.Kirthika (Bharatiya Janata Party), S.Senthilnathan (Dravida Munnetra Kazhagam), K.Muniyappan (Bahujan Samaj Party), R.Karthikeyan (Tamizhaga Vaazhvurimai Katchi), D.Shanmugan (Tamilaga Vettri Kazhagam), M.Ramesh (Namathu Kongu Munnetra Kalagam), M.Ravikumar (Ganasangam Party of India), A.Kathirvel (Independent), K.Dhanabal (Independent), A.Duraisamy (Independent), R.Natarajan (Independent), L.Bharathi (Independent), and R.Velusamy (Independent). In the 2021 Assembly Election, Saraswathi.C of the Bharatiya Janata Party won Modakkurichi. In 2016, V P Sivasubramani of the AIADMK had won the seat with a margin of 2,222 votes. round-by-round trends from Modakkurichi will be closely tracked. The constituency's result will add to Tamil Nadu's state-wide tally across its 234 Assembly segments.
This Live Blog is AI-assisted using data from Pvalue.