Amazon ML Challenge 2026 College Leaderboard

Explore college and university performance across the Amazon ML Challenge 2026 dataset (1,851 colleges, 4,334 teams, 19,637 participants).

Teams4,334 Colleges1,546 Inter-College Teams

Top Ranked Academic Institutions (Overall Performance (Default))

Updated 2026 Snapshot

#1 Ranked College

Champion

Indian Institute of Science (IISc), Bangalore

Score99.7

Best Team#5

Top 5 Avg34.4

Teams21 teams

Students58 roster

View Champion College Profile

#2 Rank

Birla Institute of Technology & Science, Pilani Campus

Score99.6

Best Rank#6

Top 5 Avg54.6

View Profile

#3 Rank

Indian Institute of Information Technology (IIIT), Allahabad

Score99.6

Best Rank#12

Top 5 Avg47.8

View Profile

Ranked Colleges1,851

Teams Evaluated4,334

Participants19,637

In Top 10 Tier19 Colleges

Rank Metric:

Rank Tier:Quick Find:

Overall Performance (Default): Composite metric: 35% Best Rank + 35% Top-5 Depth + 20% Tier Bonus + 10% Best Score

Indian Institute of Science (IISc), Bangaloreindian-institute-of-science-iisc-bangalore

Score99.7

Teams & Rosters21 teams • 58 students7 Inter-College Teams

Best Leaderboard Rank#5

Top 5 Teams AvgRank 34.4

Average Team RankRank 1253.9

★ 1 Top-10 Finish

View College Profile

Birla Institute of Technology & Science, Pilani Campusbirla-institute-of-technology-science-pilani-campus

Score99.6

Teams & Rosters45 teams • 120 students21 Inter-College Teams

Best Leaderboard Rank#6

Top 5 Teams AvgRank 54.6

Average Team RankRank 1224.9

★ 1 Top-10 Finish

View College Profile

Indian Institute of Information Technology (IIIT), Allahabadindian-institute-of-information-technology-iiit-allahabad

Score99.6

Teams & Rosters68 teams • 211 students20 Inter-College Teams

Best Leaderboard Rank#12

Top 5 Teams AvgRank 47.8

Average Team RankRank 2520.5

Score: 0.9895

View College Profile

Indian Institute of Technology (IIT), Madrasindian-institute-of-technology-iit-madras

Score99.5

Teams & Rosters99 teams • 260 students39 Inter-College Teams

Best Leaderboard Rank#16

Top 5 Teams AvgRank 47.2

Average Team RankRank 2047.2

Score: 0.9893

View College Profile

Indian Institute of Technology (IIT), Hyderabadindian-institute-of-technology-iit-hyderabad

Score98.4

Teams & Rosters32 teams • 88 students12 Inter-College Teams

Best Leaderboard Rank#6

Top 5 Teams AvgRank 79.4

Average Team RankRank 1747.6

★ 1 Top-10 Finish

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Jadavpur University (JU), Kolkatajadavpur-university-ju-kolkata

Score97.2

Teams & Rosters21 teams • 61 students7 Inter-College Teams

Best Leaderboard Rank#3

Top 5 Teams AvgRank 283.4

Average Team RankRank 2047.3

★ 1 Top-10 Finish

View College Profile

kl universitykl-university

Score96.9

Teams & Rosters1 teams • 1 students1 Inter-College Team

Best Leaderboard Rank#1

Top 5 Teams AvgRank 1

Average Team RankRank 1

★ 1 Top-10 Finish

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Siddartha Educational Academy Group of Institutesiddartha-educational-academy-group-of-institute

Score96.9

Teams & Rosters1 teams • 1 students1 Inter-College Team

Best Leaderboard Rank#1

Top 5 Teams AvgRank 1

Average Team RankRank 1

★ 1 Top-10 Finish

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Indian Institute of Technology, Indian School of Mines (IIT ISM), Dhanbadindian-institute-of-technology-indian-school-of-mines-iit-ism-dhanbad

Score96.9

Teams & Rosters41 teams • 127 students9 Inter-College Teams

Best Leaderboard Rank#7

Top 5 Teams AvgRank 156.8

Average Team RankRank 1988.3

★ 1 Top-10 Finish

View College Profile

#10

Plaksha University, Punjabplaksha-university-punjab

Score96.8

Teams & Rosters1 teams • 3 students1 Inter-College Team

Best Leaderboard Rank#9

Top 5 Teams AvgRank 9

Average Team RankRank 9

★ 1 Top-10 Finish

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#11

The Bishop's Co-Ed Schoolthe-bishop-s-co-ed-school

Score96.8

Teams & Rosters1 teams • 1 students1 Inter-College Team

Best Leaderboard Rank#10

Top 5 Teams AvgRank 10

Average Team RankRank 10

★ 1 Top-10 Finish

View College Profile

#12

LNM Institute of Information Technology (LNMIIT), Jaipurlnm-institute-of-information-technology-lnmiit-jaipur

Score96.7

Teams & Rosters29 teams • 79 students8 Inter-College Teams

Best Leaderboard Rank#10

Top 5 Teams AvgRank 192.2

Average Team RankRank 1701.1

★ 1 Top-10 Finish

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#13

Indian Institute of Technology (IIT), Bombayindian-institute-of-technology-iit-bombay

Score95.9

Teams & Rosters27 teams • 63 students12 Inter-College Teams

Best Leaderboard Rank#7

Top 5 Teams AvgRank 155.8

Average Team RankRank 1438

★ 1 Top-10 Finish

View College Profile

#14

Indian Institute of Technology (IIT), Mandiindian-institute-of-technology-iit-mandi

Score95.2

Teams & Rosters23 teams • 59 students5 Inter-College Teams

Best Leaderboard Rank#4

Top 5 Teams AvgRank 276.6

Average Team RankRank 1878.7

★ 1 Top-10 Finish

View College Profile

#15

Maharaja Agrasen Institute of Technology (MAIT), New Delhimaharaja-agrasen-institute-of-technology-mait-new-delhi

Score94.3

Teams & Rosters18 teams • 38 students13 Inter-College Teams

Best Leaderboard Rank#2

Top 5 Teams AvgRank 435.6

Average Team RankRank 1995.6

★ 1 Top-10 Finish

View College Profile

#16

Vishwakarma Institute of Technology, Pune, Maharashtravishwakarma-institute-of-technology-pune-maharashtra

Score94.0

Teams & Rosters75 teams • 169 students50 Inter-College Teams

Best Leaderboard Rank#8

Top 5 Teams AvgRank 485.4

Average Team RankRank 3097.8

★ 1 Top-10 Finish

View College Profile

#17

Indian Institute of Technology (IIT), Kharagpurindian-institute-of-technology-iit-kharagpur

Score93.3

Teams & Rosters81 teams • 226 students23 Inter-College Teams

Best Leaderboard Rank#24

Top 5 Teams AvgRank 72.2

Average Team RankRank 1666.7

Score: 0.9887

View College Profile

#18

Indian Institute of Technologyindian-institute-of-technology

Score92.3

Teams & Rosters15 teams • 19 students14 Inter-College Teams

Best Leaderboard Rank#7

Top 5 Teams AvgRank 770.6

Average Team RankRank 1575.7

★ 1 Top-10 Finish

View College Profile

#19

Koneru Lakshmaiah Education Foundation (K.L. University), Gunturkoneru-lakshmaiah-education-foundation-k-l-university-guntur

Score92.0

Teams & Rosters27 teams • 52 students17 Inter-College Teams

Best Leaderboard Rank#1

Top 5 Teams AvgRank 824.4

Average Team RankRank 3569.6

★ 1 Top-10 Finish

View College Profile

#20

Indian Institute of Technology (IIT), Kanpurindian-institute-of-technology-iit-kanpur

Score91.9

Teams & Rosters75 teams • 231 students12 Inter-College Teams

Best Leaderboard Rank#18

Top 5 Teams AvgRank 157.6

Average Team RankRank 2068.9

Score: 0.9889

View College Profile

#21

Newton School Of Technology, Rishihood Universitynewton-school-of-technology-rishihood-university

Score91.2

Teams & Rosters10 teams • 18 students10 Inter-College Teams

Best Leaderboard Rank#15

Top 5 Teams AvgRank 263

Average Team RankRank 1510.4

Score: 0.9893

View College Profile

#22

Rishihood Universityrishihood-university

Score91.1

Teams & Rosters17 teams • 41 students13 Inter-College Teams

Best Leaderboard Rank#15

Top 5 Teams AvgRank 284.8

Average Team RankRank 2167.5

Score: 0.9893

View College Profile

#23

Shanmugha Arts, Science, Technology & Research Academy (SASTRA), Thanjavurshanmugha-arts-science-technology-research-academy-sastra-thanjavur

Score90.4

Teams & Rosters24 teams • 51 students16 Inter-College Teams

Best Leaderboard Rank#21

Top 5 Teams AvgRank 391.6

Average Team RankRank 2915.9

Score: 0.9887

View College Profile

#24

SASTRA Deemed to be Universitysastra-deemed-to-be-university

Score89.9

Teams & Rosters18 teams • 33 students16 Inter-College Teams

Best Leaderboard Rank#21

Top 5 Teams AvgRank 485.8

Average Team RankRank 2865.4

Score: 0.9887

View College Profile

#25

Delhi Technological University (DTU), New Delhidelhi-technological-university-dtu-new-delhi

Score89.1

Teams & Rosters59 teams • 154 students28 Inter-College Teams

Best Leaderboard Rank#18

Top 5 Teams AvgRank 108.6

Average Team RankRank 2143.6

Score: 0.9889

View College Profile

Rank	College / Academic Institution	Teams	Participants	Best Rank	Top 5 Avg	Avg Rank	Best Score	Performance	Action
#1	Indian Institute of Science (IISc), Bangalore indian-institute-of-science-iisc-bangalore7 Inter-College1 in Top 10	21	58	#5	34.4	1253.9	0.990466	99.7	View
#2	Birla Institute of Technology & Science, Pilani Campus birla-institute-of-technology-science-pilani-campus21 Inter-College1 in Top 10	45	120	#6	54.6	1224.9	0.990334	99.6	View
#3	Indian Institute of Information Technology (IIIT), Allahabad indian-institute-of-information-technology-iiit-allahabad20 Inter-College	68	211	#12	47.8	2520.5	0.989515	99.6	View
#4	Indian Institute of Technology (IIT), Madras indian-institute-of-technology-iit-madras39 Inter-College	99	260	#16	47.2	2047.2	0.989268	99.5	View
#5	Indian Institute of Technology (IIT), Hyderabad indian-institute-of-technology-iit-hyderabad12 Inter-College1 in Top 10	32	88	#6	79.4	1747.6	0.990334	98.4	View
#6	Jadavpur University (JU), Kolkata jadavpur-university-ju-kolkata7 Inter-College1 in Top 10	21	61	#3	283.4	2047.3	0.990642	97.2	View
#7	kl university kl-university1 Inter-College1 in Top 10	1	1	#1	1	1	0.990788	96.9	View
#8	Siddartha Educational Academy Group of Institute siddartha-educational-academy-group-of-institute1 Inter-College1 in Top 10	1	1	#1	1	1	0.990788	96.9	View
#9	Indian Institute of Technology, Indian School of Mines (IIT ISM), Dhanbad indian-institute-of-technology-indian-school-of-mines-iit-ism-dhanbad9 Inter-College1 in Top 10	41	127	#7	156.8	1988.3	0.990221	96.9	View
#10	Plaksha University, Punjab plaksha-university-punjab1 Inter-College1 in Top 10	1	3	#9	9	9	0.990164	96.8	View
#11	The Bishop's Co-Ed School the-bishop-s-co-ed-school1 Inter-College1 in Top 10	1	1	#10	10	10	0.989780	96.8	View
#12	LNM Institute of Information Technology (LNMIIT), Jaipur lnm-institute-of-information-technology-lnmiit-jaipur8 Inter-College1 in Top 10	29	79	#10	192.2	1701.1	0.989780	96.7	View
#13	Indian Institute of Technology (IIT), Bombay indian-institute-of-technology-iit-bombay12 Inter-College1 in Top 10	27	63	#7	155.8	1438	0.990221	95.9	View
#14	Indian Institute of Technology (IIT), Mandi indian-institute-of-technology-iit-mandi5 Inter-College1 in Top 10	23	59	#4	276.6	1878.7	0.990514	95.2	View
#15	Maharaja Agrasen Institute of Technology (MAIT), New Delhi maharaja-agrasen-institute-of-technology-mait-new-delhi13 Inter-College1 in Top 10	18	38	#2	435.6	1995.6	0.990675	94.3	View
#16	Vishwakarma Institute of Technology, Pune, Maharashtra vishwakarma-institute-of-technology-pune-maharashtra50 Inter-College1 in Top 10	75	169	#8	485.4	3097.8	0.990179	94.0	View
#17	Indian Institute of Technology (IIT), Kharagpur indian-institute-of-technology-iit-kharagpur23 Inter-College	81	226	#24	72.2	1666.7	0.988684	93.3	View
#18	Indian Institute of Technology indian-institute-of-technology14 Inter-College1 in Top 10	15	19	#7	770.6	1575.7	0.990221	92.3	View
#19	Koneru Lakshmaiah Education Foundation (K.L. University), Guntur koneru-lakshmaiah-education-foundation-k-l-university-guntur17 Inter-College1 in Top 10	27	52	#1	824.4	3569.6	0.990788	92.0	View
#20	Indian Institute of Technology (IIT), Kanpur indian-institute-of-technology-iit-kanpur12 Inter-College	75	231	#18	157.6	2068.9	0.988853	91.9	View
#21	Newton School Of Technology, Rishihood University newton-school-of-technology-rishihood-university10 Inter-College	10	18	#15	263	1510.4	0.989283	91.2	View
#22	Rishihood University rishihood-university13 Inter-College	17	41	#15	284.8	2167.5	0.989283	91.1	View
#23	Shanmugha Arts, Science, Technology & Research Academy (SASTRA), Thanjavur shanmugha-arts-science-technology-research-academy-sastra-thanjavur16 Inter-College	24	51	#21	391.6	2915.9	0.988710	90.4	View
#24	SASTRA Deemed to be University sastra-deemed-to-be-university16 Inter-College	18	33	#21	485.8	2865.4	0.988710	89.9	View
#25	Delhi Technological University (DTU), New Delhi delhi-technological-university-dtu-new-delhi28 Inter-College	59	154	#18	108.6	2143.6	0.988853	89.1	View

Showing Page 1 of 75 (1,851 Colleges)

How the College Leaderboard & Performance Metrics Work

Dataset Analytical View • Derived from 4,334 Teams & 1,546 Colleges Snapshot

Overall Performance Formula

The default ranking uses a weighted composite metric (0–100 pts): 35% Best Team Rank Percentile + 35% Top-5 Teams Average Rank Percentile + 20% Elite Tier Placements (bonus points for Top 10, 25, 50, 100 finishes) + 10% Raw Best Submission Score.

Multi-College Team Attribution

Teams composed of student members from different academic institutions legitimately contribute to the performance statistics of each affiliated college. Teams are never double-counted within the same institution, preserving institutional representation.

Analytical Disclaimer

College rankings are derived mathematically from the teams and organization relationships present in the Amazon ML Challenge 2026 leaderboard dataset. These rankings represent an analytical study and are not official competition rankings.