Bangladesh Nowhere Near; Uganda Above Even India in T20 Win Rate

5 June 2026, Providence Stadium, Guyana. Papua New Guinea bowled out for 77, Uganda 78/7. It was Uganda’s first T20 World Cup win. I was watching Uganda’s fielding ring before the scoreboard: third man kept up, the medium pacers’ release angle pulling the batter toward cover, and the gaps inside the ring closing for associate batters. I keep a field map for the moments the scoreboard forgets. The scoreboard recorded a three-wicket win; the field map explained what level of bowling that win came against.

Weeks later, a T20I win-rate table appeared. Uganda sat above India. Bangladesh was nowhere near the top group where its name is supposed to belong. At first glance the table looks like an insult to cricket’s hierarchy: an associate side that won one World Cup match above India, and a Full Member that reached the Super 8 at the bottom. The table is incomplete. I wrote the claim as one sentence: a raw win rate is not a measure of team strength; it is a story about a calendar. If that sentence survives, the chart becomes evidence rather than decoration. If it does not, the chart should be cut.

The changing T20I market

T20I cricket is no longer the 2026 product. In 2026 the ICC granted T20I status to all member nations, and the number of matches did not grow in the same proportion as the number of teams. The result is two different worlds sitting in one table: Full Members whose calendars are packed with top-ranked opponents, and associate teams whose calendars are built from regional qualifiers and challenge leagues. Putting both win rates in one column is like pasting a Ranji Trophy strike rate next to an IPL strike rate on the same page.

The ICC T20I rankings weight the strength of the opponent. A raw win rate does not. It divides wins by matches. No-results, ties, small samples and, most importantly, opposition tier are not weighted properly. So when someone says Uganda is above India, the sentence can be technically true and analytically empty. This report is about one metric, not three teams.

India’s calendar is expensive. Most of its matches are against the top six or seven sides, often away or in ICC knockout stages. Bangladesh’s calendar has long belonged to the same expensive tier. Uganda’s calendar is cheaper, but its achievement is not small: qualifying for the 2026 World Cup was real progress. The question is why all three win rates are being weighed on the same scale.

Uganda’s cheaper route

Uganda played its first T20 World Cup in 2026. Under Brian Masaba, it beat Papua New Guinea but lost to Afghanistan, West Indies and New Zealand. Its World Cup record was 1-3. That is the failure mode of the metric: the overall win rate is filled with regional qualifier wins, while the real test produced one win in four matches.

This does not make Uganda small. Winning consistently in associate cricket is hard. Their bowlers are disciplined with the new ball, their fielders close gaps inside the ring, and the captain deliberately leaves one side of the field open to trap the batter. That discipline becomes expensive against a Full Member batter who scans the same gap on the first ball. Uganda’s ring is visible on the field map; the gap outside it grows when the batter has both the reverse sweep and the lofted shot.

Uganda’s raw win rate is a story about regional performance. The claim that it is above India only makes sense if the opposition list is printed next to it. Without that list, the comparison is like explaining a rain-hit match without Duckworth-Lewis.

India’s expensive calendar

India won the 2026 T20 World Cup on 29 June 2026 at Kensington Oval, Barbados, beating South Africa by seven runs. The campaign was unbeaten—one match was washed out, the rest carried knockout pressure. This is the same India whose raw win rate can look lower than an associate team’s qualifier percentage. The reason is simple: every second match is against high-quality opposition, and even those include experimentation, rotation and dead rubbers.

One variable explains India’s calendar: the share of matches against top-10 opponents. India’s share is high. Bangladesh’s is also high. Uganda’s is low. A raw win rate does not show this share. So when Uganda appears above India, what is really appearing is India’s difficult calendar—pointing in the opposite direction.

For India, the quality of opposition in knockout matches matters more than the win rate. In the 2026 World Cup, India beat England in the semi-final and South Africa in the final. Those two matches were far more expensive than any qualifier. Winning them is still a distant goal for an associate side. That difference does not show up in the raw percentage.

Bangladesh: four runs and a sequence

Bangladesh reached the Super 8 of the 2026 World Cup. That was not a small achievement. Yet it was nowhere near the top of the win-rate table. Part of that is history: a team playing T20Is since 2026 lost many early matches against top sides. The raw percentage counts those old wounds, even when they have little to do with the current team.

10 June 2026, New York. South Africa made 113/6. Bangladesh stopped at 109/7. The gap was four runs. I see that match as a sequence, not a failure of temperament. In the final overs Bangladesh needed runs and had to protect wickets. The over in which the required rate crossed the wicket-risk line was the real turn. That is risk management, not mood.

Bangladesh’s T20 problem sits in one variable: powerplay scoring rate and death-over wicket rate do not move together. When the team is slow in the powerplay, risk rises in the middle. When wickets fall in the middle, there is no set batter at the death. A bowler like Mustafizur Rahman can change the last overs, but asking him to defend 150 leaves little room for error. This is a squad-structure question, not a single-innings question.

So Bangladesh nowhere near is true for the raw win rate and incomplete for the full T20 map. It reached the Super 8, beat Sri Lanka and lost to South Africa by four runs. Those facts belong to the same team that sits at the bottom of the table. The table and the field are both true; the question is which one we read first.

One defensible variable

The spreadsheet was not the answer; it was the first question with cells. The spreadsheet was not the answer; it was the first question with cells. The question was whether a win rate can be weighted by opposition tier. The simple method is to weigh each match by the opponent’s level: a win against a top-10 side counts more, a loss to a top-10 side costs less, and a loss to a lower-tier side costs more. This is not a copy of the ICC ranking; it is a transparent simplification.

One thing becomes clear: Uganda’s high position is more about the level of its opposition than the level of its wins. India’s lower position is more about the price of its opposition than its losses. Bangladesh’s very low position is about a long, expensive calendar. All three sentences come from the same table, but they tell three different stories.

A defensible variable is the share of matches played against top-10 opponents. This variable does not measure strength; it measures the level of the test. If a team’s calendar is 70 percent top-10 opposition and its win rate is 45, that is a different story from a team whose calendar is 20 percent top-10 and whose win rate is 60. The second team may not be worse, but its 60 percent does not prove it is better than the first team’s 45.

The metric’s failure mode

Every metric has a death. This variable dies if Uganda is given a run of Full Member matches over the next six months and wins a few. If that happens, its raw rate will fall while its capability rises. Conversely, if India plays only associate teams for six months, its raw rate will climb while its real strength does not change.

So I attach a condition to the variable: if Uganda plays at least 10 matches against Full Members over the next 12 months and wins more than 40 percent of them, its raw rate will matter less. We will have to treat it as a rising T20 unit, not only a qualifier team. But if it wins two of those 10, the top of the table belonged to its calendar, not to it.

A counter-case is necessary. Uganda’s progress is not only schedule. It won consistently in qualifiers to earn the World Cup ticket and defended 78/7 against Papua New Guinea under pressure. That is not easy for any associate side. Its bowling accuracy and fielding intensity are real. The question is what is being proved by placing that real progress above India in a raw percentage.

The contrarian angle

The most contrarian conclusion is this: Bangladesh’s low win rate is evidence of courage as much as weakness. It accepted a long run against teams it was more likely to lose to. An associate team can protect its percentage in regional qualifiers; Bangladesh did not have that option. Its calendar arrived at its door; it did not choose it.

A win rate is a calendar with a decimal point. A win rate is a calendar with a decimal point. When a table shows Uganda above India, it is not a map of the new cricket world; it is a map of administrative scheduling. Associate teams have more matches, but very few at the top level. Full Members have fewer matches, but most are expensive. Dividing both by the same percentage is a classification error, not a mathematical one.

There is another reversal: tournament and bilateral win rates are not the same. Bilateral series include experimentation, rest and rotation. World Cups put a different price on every match. India’s 2026 World Cup was unbeaten, but a bilateral series in the same year could have lowered its percentage because of experimentation. Uganda’s qualifier percentage is above its World Cup performance because the two had different stakes.

The next table

The next time a T20I win-rate table appears, the first question should not be who is on top. It should be how much of that table is against top-10 opposition, how no-results were counted, and how old the sample is. If Uganda’s raw rate falls over the next six months, that will not be a decline; it will be a correction in its calendar. If Bangladesh’s rate rises, that will not be a sudden arrival of talent; it will be a change in opposition.

My notebook still has Uganda’s page. It says 5 June 2026, 77 and 78/7, and below it a small line: the ring won the day the batter did not see the gap. India and Bangladesh have different pages, different rings, different gaps, and different prices of opposition. A win rate writes all three pages in one column. A field map does not. In the next series, when Uganda faces a Full Member, watch its ring before the scoreboard. That is where we will learn how real the top of the table was.