How to actually climb an AFL tipping ladder

Most tipping comps are lost, not won. Over 24 rounds nearly everyone converges on the same favourites, so the ladder is decided by a handful of games where people disagreed. Strategy is about choosing which disagreements to have — and when.

The baseline: favourites get you to the pack

Tipping the head-to-head favourite in every game historically lands somewhere around 65–70% correct across a season. That's the pack's score, because that's what most of the comp is doing (knowingly or not). Two consequences:

• If you're mid-table, random "gut" upsets are usually how you got there. Every unjustified zag costs you expected tips.
• You cannot win a big comp by only tipping favourites either — you'll finish with the pack, and someone who zagged well finishes above it.

When zagging is right

• Near coin flips (50–57% favourites): upset picks here are cheap. This is where models earn their keep — the market and a good model often disagree by a few points exactly in this band.
• Strong favourites (70%+): never zag for the sake of it. The maths is simply against you; save your contrarianism.
• Ladder position matters: leading the comp? Tip with the pack and defend. Chasing with six rounds left? You need variance — take the well-chosen upsets, because matching the leader's picks guarantees you never catch them.

The factors worth checking each round

1. Home ground, but specifically travel. Interstate travel is the real edge — a Perth or Adelaide side hosting a Victorian team is worth several points beyond generic "home advantage". Two Victorian teams at the MCG? Barely any.
2. Team news on selection day. Two or three outs in the same part of the ground (both key backs, say) moves a game far more than one star's absence. Tip after teams drop, not before.
3. Form is overrated; opponent-adjusted form isn't. "Won four straight" against bottom-six sides is noise. Ratings systems bake the opponent quality in — that's why model probabilities beat eyeballing the last month.
4. Wet weather. Rain compresses margins and helps the contested-ball side. It turns 65% favourites into 58% ones — sometimes enough to flip a smart tip.
5. The bye rounds. Teams off a bye historically perform slightly better than their rating; short six-day breaks after interstate trips slightly worse.

Margin tie-breakers

Most comps break ties with a margin pick on one game. Don't guess your hoped-for blowout — the expected margin (the market line, or a model's predicted margin) is the single best number to write down, every time. Over a season, always writing the line beats always writing your gut by a wide, well-documented distance. FootyAI shows the model's margin for every game — that's your tie-break number, ready-made. And note the game's on the line market too: the line literally is the market's margin prediction.

Discipline beats brilliance

The tipster who checks team news, tips the probability (not the loyalty), zags only in coin flips, and writes the model margin as a tie-breaker will beat 95% of comps on process alone. The last 5% is luck — that's what makes it fun.