TF2 Recommendation Engine

Read-only recommendations for your TF2 inventory and collection goals.

Find useful paths for your TF2 inventory.

Compare known item values and crafting paths, work toward collection goals, and keep the items that matter to you.

Recommendations explain what goes in, what comes out, why the suggestion fits, and what could block it. Available results depend on your inventory and recorded data.

No password collection. Steam handles sign-in.

Read-only recommendations. You review every suggestion. The app never trades, buys, sells, lists, crafts, or changes your inventory.

How it works

  1. Connect and import inventory

    Sign in with Steam and import a snapshot of your TF2 items.

  2. Choose what matters to you

    Choose goals and collection protection in Goals and Settings.

  3. Review explainable recommendations

    See exact quantities, recorded observations, restrictions, and the reason for each suggestion.

What you can explore

These categories describe supported recommendation paths. They are not recommendations for your account.

Marketplace sale

Compare recorded marketplace demand for your eligible items. See the named website, observed value, and restrictions.

Steam sale

Review Steam Community Market observations for marketable items, with fees and unknown amounts kept explicit.

Crafting

See known recipes, the exact items needed, and what they produce. Check equipped items and copies you would use.

Banking and collection goals

Keep items for your collection and work toward chosen item or currency targets.

Hold or do nothing

Keep an item when that protects value or a goal, or when the available evidence does not support another action.

Review before you decide

Check the named source, observation time, exact input and output, and effects on your goals. Open the evidence when you need more detail.

Give feedback on a suggestion and review saved runs in History. No suggestion executes an action for you.