The Indian Premier League year in year out produces some of the most competitive result profiles you can find anywhere in global T20 cricket. Looking back at the completed fixtures it's clear that there are pretty clear patterns in favourites winning, the frequency of upsets and how scoring behaves across recent seasons.
Rather than just looking at what's likely to happen before the tournament, looking at the historical results gives you a much clearer idea of how the market actually got it wrong.
When you take a look at the data for 2023–2026, the matches that have been completed in the IPL show a fairly even spread – but one that's difficult to predict:
This suggests a market that's pretty efficient but also has a fair share of competitiveness thrown into the mix. Put simply: it's not uncommon for around one in three matches to throw up an outcome that flies in the face of that favourite to win.
The average price to win a match also being around 1.90 tells you that you're unlikely to come across any extreme mismatches in the IPL.
Things in the IPL tend to get decided by a pretty small margin:
All of which helps to explain why you see so many matches in the IPL priced within a pretty tight range – and why in the high-profile matches you see a fair amount of price compression.
When it comes to scoring in the IPL, well - it's not exactly a low-scoring affair.
Historically speaking:
The fact that sides frequently put up very high scores increases the level of unpredictability - especially since you're often seeing both sides getting to or over 180-190 runs. When that happens, the result is often down to how well a team can execute in the final overs, rather than who was in the ascendancy early on.
High totals also bring with them a bit more in-play volatility.
When you look at the completed seasons, you're often seeing a fair amount of rotation at the top:
Just looking at the distribution of titles across the franchises helps to reinforce the idea that we've not seen any one team dominate for an extended period during the 2023–2026 cycle. That diversity at the top level, you can argue, aligns pretty well with the fairly moderate favourite success rate we've been seeing at match level.
There are certain teams that you can point to and say: they're a bit of a force to be reckoned with at the business end of the season - largely down to their playoff consistency and squads:
When these teams are involved in matches, it often shapes the standings, qualification scenarios and that all-important late-season pressure.
There are a number of underlying league characteristics that help to create the kind of result profile we see in the IPL:
Together, these elements all help to create a competition where favourites are likely to win a lot more often than upsets - but still, upsets remain a pretty big part of the deal.