Toss Prediction - Can We Predict the Toss in IPL?

What is the Cricket Toss?

Half an hour before every cricket match, the two team captain♉s meet on the pitch and exchange team selection ꩵsheets.

The home captain then has the right to toss the coin with each side assigned either heads or tails. The away captain typically chooses which side of the coin they want. Then the captain who wins the toss decides whether their team will bat or bow🐎l.

Is it possible to predict the outcome of t📖he cricket toss? There are only two options, so the chances are 50%, but the upꦯcoming data shows interesting results.

As serious bettors, we are not so interested in the toss itself, but rather what IPL captains do if they win the toss.

Namely, will the team captain choose to bat or bowl, and how can we use that information to help our cricket match prediction.

Best Toss Prediction Strategy

The best cricket odds models should incorporate toss prediction models. The result of the toss conveys crucial information for profe𒁃ssional cricket bettors. It can allow u💟s to change our betting strategy for the match depending on the outcome of the toss.

If you ca🍃n find out data relating to how team captains typically act if they win the tos🃏s, this can give you a betting advantage.

The best capt๊ains will adapt their strategy depending on various match factors, so let's examine the process by looking at compone🎃nts in choosing whether to bat or bowl:

• Exchanging Team Selection Sheets

This is the first time captains have seen their opﷺponent's line-ups and how the team is composed should have a big decision on whether to bat or bowl.

Cricket strategy usually dictates if the rivals have selecꦫted a strong bowling team, then a better decision ᩚᩚᩚᩚᩚᩚ⁤⁤⁤⁤ᩚ⁤⁤⁤⁤ᩚ⁤⁤⁤⁤ᩚ𒀱ᩚᩚᩚmay be to bat first and hope the pitch deteriorates.

If th🅺e pitch feels wet, then it may be advantageous to ꦉbowl first and use the conditions to your advantage.

But🥀 perhaps some teams 🌞overwhelmingly make the same decision on whether to bat or bowl, regardless of what conditions are. We will find out.

• Heads or Tails? Captain's decision

This is a random occurrence with each captain having an eq⛦ual✱ 50% chance of choosing correctly.

But again, popular theory is that the winning captain must push home🎃 their advantage and choose the 'right' course of action. But is there a 'right' course of action, or is winning the toss itself enough 🐓of an advantage?

With the data w🅠e have collected, you can see how some captai💮ns have a much better record winning the toss than their rivals.

Toss Winner Data from the IPL

Here we dig into the data from the 2019 IPL fixtur��es and look at home the coin toss win percentage varies massively from captai🎀n to captain. Remember, the probability, should on average be 50%, for each captain.

Captain (Team)	Toss Winner Percentage
Rohit Sharma (Mumbai Indians)	80%
MS Dhoni (Chennai Super Kings)	75%
Shreyas Iyer (Delhi Capitals)	65%
David Varner (Sunrises Hyderabad)	50%
K L Rahul (Kings XI Punjab)	40%
Steve Smith (Rajasthan Royals)	40%
Dinesh Karthik (Kolkata Knight Riders)	20%
Virat Kohli (Royal Challengers Bangalore)	17%

As you can see, some teams have a significant edge at the coin toss than others. Rohit Sharma wins on average four out of every five tosses, while superstar Virat Kohli wins less than one in five!

Now for the disclaimers. Of course, this data has ꦡdrawbacks. Even though it's over a full IPL season, it's still statistically speaking a small sample size with 17 match tosses the most a captain can participate in - some teams will only play 14 games.

Ideally, we would want at least 10 years of data to account for🧔 anomalies and b♋lips, but it is interesting all the same.

Secondly, winning the ꦇtoss does not guarantee the captain's team will go on 🍨and win the match.

But now we will tak𓂃e t🦹he data one step further and try and find out whether the typical strategy in the IPL has been to bat or bowl first.

Is Batting First the Right Choice?

Most cricket fans agree that teams generally prefer to bat first, seeing it as an advantage, but do the stats back up that assumption? Or is it a myth?

From the 2019 season, teams who won the toss only chose to bat first in 22.5% of the games - less than one in four. Th𓆏at figure iꩵs far lower than most of us would reasonably expect.

Here are how some big teams make their decisions:

Team	Chose to bowl percentage
Sunrises Hyderabad	80%
Kolkata Knight Riders	80%
Kings XI Punjab	80%
Royal Challengers Bangalore	80%
Chennai Super Kings	75%
Delhi Capitals	62%

Our data shows us that the majority of teams choose to bowl first - we have jus𒁏t pub꧙lished data for the six teams with the highest percentage in choosing to bowl first.

Why is this? We can guess that in the quickfire T20 format, there is a comfort in batting second in that you know the exact number of runs you need to win. Batting first can be viewed asꩲ a negative as the team's total becomes a target to hunt dow🌃n.

But whether there is much of an advantage in IPL teams batting first or second is debatable. Certainly, previous analysis shows there is little statistical evidence that it makes a difference either way whether a team bats first or second.

A , showed a slight advaꦐntage for the team batting second in a night game, but in a day-night game (where the team first team bats with some natural light) the team that bats first wins 60% of t🔜he time. In a day game, there is no real difference.

However, what we can assume is that winning the toss and getting to choose gives a psychological advantage. And in elite sport, any advantage, no matter how small, is worth somethi♔ng.

How can 🌼we apply our data ౠon what captains do when they win the toss to betting then?

Well, if the bookies set up a market on 'who will bat first?', we could reasonably assume the prices to be close t🎀o this: Team A 10/11 (1.90) and Teamꦦ B 10/11 (1.90).

The real odds would be 1/1 (2.00) fᩚᩚᩚᩚᩚᩚ⁤⁤⁤⁤ᩚ⁤⁤⁤⁤ᩚ⁤⁤⁤⁤ᩚ𒀱ᩚᩚᩚor each team, but bookmakers will al🍌ways have their margin.

So, if you ever got the chance to bet on ✃a match with Chennai Super Kings involved, the smart bet would be to bet on their 🐼rivals in the 'who will bat first?' market.

Not only do Super Kings elect to bowl 75% of the time, thꦐeir captain MS Dhoni wins 75% of his tosses. Therefore we can claim positive expected value - Dhoni is very likely to win the toss and to elect to bowl first, meaning the price on their rival's to bat first should be much shorter than the hypothetical 10/11 (1.90).

Optimizing Toss Prediction in Making Cricket Match Predictions

We can take this further. Now we have a rough idea of how leading captains fare not only in the toss but also in their choice of what action to take, let's create a method of applying it to match predictions.

Cricket traders are on record (Sports Spread Betting: An Insider's Guide By Daniel Townend) as saying top-class matches are getting harder and harder to price up until they know who has won the toss.

Bookmakers see it as a significant pointer in setting the odds to know which team will bat or bowl first, and by extension they see the team winning the toss as gaining a benefit.

Previou♑s studies on the showed a small improvement in the winning chances of a team, although it was based on Test cricket and ODI matches.

So, if we can second guess which team will win the tos⛄s, then we will have an advantage over the bookmakers in securing a better price than we should 🧜have got.

Let us use Mumbai Indians as an example. We know Rohit Shar🅷ma won 80% of his tosses during the🌳 2019 season.

If we subscribe to the view that cricket traders are shortening the price of the team that wins the toss immediately after the news is made public, then we can reasonably expect Mumbai Indians to be underpriced much of the time.

If Sharma wins 80% of tosses, are the bookies forced to shorten the price on Mumbai Indians 80% of the time? Maybe not, as this was an emerging trend, so perhaps the figure is not so high. But there is cert🐼💜ainly an argument that there is a betting edge here.

And we can apply it to other teams too. Virat Kohli is a great cricketer, but his toss win rate is amazingly low. Again, there may be opportunities where Royal Challengers Bangalore are a 'bad price'.

Not only do the team start favouri𒐪tes more often than their overall record probably entitles them to, but their o✤pponents got the advantage of making the decision over 80% of the time in the 2019 season.

Another edge we can take is by working out when we think the optimal tiꦏme to bat or bowl is. We can do this by considering the likely team line-ups, the 🦩weather conditions, the pitch size, and the wicket condition. Previous head-to-head records and other match and team stats can also help paint a picture.

IPL matches often start late at night and a benefit of batting second is that the ball collects more dew the 🦋later the game goes on at some venues. The moisture results in a poorer grip for the bowlers and therefore more bad deliveries that a batsman can hit.

Consequently, if we calculate that batting second may be the best option, then matches involving any of these four teams will be of significant interest: Sunrises Hyderabad, Kolkata Knight Riders, Kings XI Punjab and Royal Challengers Bangalore. Each side chose to bowl first in 80% of their 2019 matches.

Toss Prediction Conclusions

Betting on cricket, or more accurately, winning money betting on cricket, is all about finding an edge, no matter how tiny.

If we can make reasonable predictions using data, we can gain a small advantage over bookmakers who may not have this data, and 🍰thus w꧟e can produce superior match predictions.

We know two key things. Firstly, winning the toss is important, and teams that win the toss do see🅠m to have a small advantage regardless of what decision their captain makes.

Secondly, bookmakers agree with this and have stated they adjust prices depending on which team wins ൲the toss.

Naturally, if we can predict which team will win the toss, we may be able to get a better price on the side tha𝔍n the odds that will be available immediately after the toss.

And for whatever reason, some captains have an extraordinary record of winning the toss. We should be cautious in ꦬusing this data to make broad assertions or firm predictions, but it is still noteworthy to consider it.

What is extremely interesting and useful is the captains of IPL teams that choose to bowl first up to 80% of the time. If we' confident in assessiꦰng pre-game whether there is an advantage in batting first or second, we can second guess the captains - particularly those with a strong record in always bowling first - and try and secure an e🌃dge betting.

It will be interesting to see how the toss data stands up during the delayed and under threat 2020 IPL season.

We woul💧d advise bettors to make a note of who won the toss and what the captain choseꦺ to do throughout the season as part of their cricket betting research.