AI simulates the EFL Championship run-in 50 times - 3 teams going up named | OneFootball

ChatGPT tells us who will be promoted to the Premier League this season

With nine rounds of fixtures remaining, the EFL Championship's promotion race is entering its most consequential phase.

The top six is tighter than the points gap implies, with momentum, fixture difficulty and games in hand all pulling in different directions.

Form is shifting, margins are narrowing, and several sides have genuine cause for both optimism and concern.

To cut through the noise, Football League World asked ChatGPT to simulate the remaining schedule 50 times, running the numbers across every outstanding fixture to map the most likely outcomes.

What emerged was a picture more fragile than it first appears: one side pulling clear, another under quiet pressure, and a third moving in entirely the wrong direction.

AI simulates the EFL Championship run-in 50 times - and names three teams going up

A simulation of the run-in offers a useful lens through which to understand the balance of probabilities - and it is emphatic at the top.

ChatGPT crowns Coventry City as champions in 45 of 50 projected outcomes, a reflection of both their points advantage and the underlying consistency of their season.

It says that their combination of goal difference, momentum and margin for error leaves little room for meaningful disruption.

Beneath them, the picture is less secure. Middlesbrough retain second place in 28 of those simulations, their position underpinned by a steady accumulation of points and a valuable cushion.

The bot says that the beneficiary of any such slip is Ipswich Town. Across the simulations, they claim second in 18 scenarios, driven by a game in hand and a trajectory that suggests improvement rather than stagnation. A more demanding run-in tempers expectations of a title push, but not of automatic promotion.

Millwall appear only occasionally in that conversation, securing second place in four simulations. Their path is narrower, requiring both a sustained run of form and cooperation from elsewhere.

The playoff projections, by contrast, are fuzzy.

Ipswich again lead the field, winning promotion in 18 simulations, their attacking output translating effectively into knockout conditions.

Southampton follow closely with 12 play off wins - ChatGPT fancies their chances as a strong playoff side.

Beyond that, Millwall remain competitive in the extended season with 10 playoff wins in the simulation.

Further back, Hull City and Wrexham linger as outsiders, with 6 and 4 playoff wins respectively.

Coventry City pulling clear but the promotion race is far from over

The shape of the promotion race is, at first glance, deceptively settled.

Coventry City hold a commanding lead at the table's summit, and even a moderate return from their remaining fixtures should be sufficient to secure automatic promotion. What is more revealing, however, is how little margin for error exists beneath them.

Middlesbrough occupy second with a seven-point cushion, yet their recent form introduces a degree of fragility. Draws, at this stage of the season, function almost as losses when pursued by in-form sides.

In that sense, Ipswich Town are the most credible threat: a game in hand, superior attacking output, and an improving run of results suggest a side peaking at precisely the right moment.

The rhythm of April may yet prove decisive. The Championship’s relentless schedule compresses time for recovery and tactical recalibration, exposing any lack of depth or adaptability. Momentum, therefore, is not just psychological but structural.

The ability to rotate without decline, to win in different ways and to absorb the accumulation of fatigue will dictate the fine margins. In that context, Ipswich’s upward trajectory feels more sustainable than Middlesbrough’s stuttering accumulation of points.

Behind them, the playoffs appear less a reward than a staging ground. Southampton carry the profile of a side built for short bursts of dominance, while Millwall remain capable of imposing themselves physically but have struggled to maintain consistency across longer sequences.

The playoff picture, therefore, is less about qualification and more about timing: who arrives with momentum, and who simply arrives.

The Championship rarely resolves itself cleanly. Coventry’s position may be secure, but beneath them, the promotion race remains a study in pressure, variance, and timing.