Top 10 Mods for Item Value
Browse trained models (collapsed by default)
Why StashSage
Does this sound like you?
- You pick up items that could be good, but aren’t quite sure
- Your stash fills up with “I’ll price this later” items
- Pricing through the in-game trade UI feels tedious, so you avoid it
- Typing mods, comparing rolls, and overthinking prices takes more effort than it’s worth
- You don’t need a perfect price — you just want a smart starting point
- One hotkey, instant comparable items, list it, and get back to mapping
No Single Ground Truth
There is no single “right” answer for an item's price. Demand changes with every league and patch, so yesterday’s completed sales may not represent today’s market.
Trading Reality
The data we see is from items that haven't yet sold. Expensive listings linger while good deals disappear, so raw trade results are noisy and unreliable on their own. If anything, they may represent a price ceiling.
How We Measure Value
StashSage focuses on practical shortcuts instead of perfect accuracy. We look for tools that help you:
- Judge a reasonable listing price in seconds.
- Track and encode market dynamics.
- Avoid obvious price trolls or stale posts.
Explore Features
Discord API
- Select or hover over the item in game for which you'd like to see price predictions.
- Press
CTRL+Cto copy the item's in-game description. - Paste the description to StashSage Serve bot in our Discord channel to receive your predictions.
- Note: some features such as mod value filtering and visualizations not available on Discord API
Prediction UI
- Select or hover over the item in game for which you'd like to see price predictions.
- Press
CTRL+1(or custom hotkey) to bring up the (unfiltered) prediction overlay. - Press
CTRL+2(or custom hotkey) to bring up the mod filters and filtered prediction overlay. - Review the predictions (#1 = xgboost, #2 = knn) and compare to similar items.
Prediction History
- Press
CTRL + 3(or custom hotkey) to bring up the prediction history overlay. - Review snapshots of previous item predictions, including the item descriptions.
- Compare to selling history in your Merchant tabs to assess quality of predictions.
Using Stash Scrape
- Select Stash Scrape from the main menu.
- Enter your Trade API username and a target directory in which to save output files.
- Enter Seconds Between Searches; we suggest at least
300s to minimize rate limiting. - Select the listing type (All Listings = public premium stash tabs + merchant tabs).
- Select the categories to scrape; each necessitates a separate search as in step 3.
- Upon pipeline completion, fetch the output file from the target directory.
Discussion
- Models based on current (unsold) offers; data is noisy; reasonably-priced items do not always sell.
- Models #1 (xgb) and #2 (knn) may not agree on predictions, but both approaches are equally valid.
- Model #1 visualization shows how an item's prediction compares to all others in same category.
- Careful when using Model #2 (knn) to price items with less than 6-mods, comparing to 6-m items can be tricky. Ask yourself, is a 4-m item more similar to (a) a 4-m item with the same 4-m but very different values, or (b) a 5-m item with 3 of the exact same mods and values, and 2 non-overlapping mods?
- Models trained to price rare items, not magic (forthcoming) or unique.
- Models available for body armour, helmet, gloves, boots, belt, amulet, ring, jewel, wand, sceptre, quiver, focus, shield, buckler.
- Models unavailable for other main-hands and off-hands (bow, xbow, mace, qstave -- forthcoming).
- Overlay is optimized for Windowed Fullscreen only.
- New models trained every few days and posted for download.
Notes
- The model ignores "mark of the abyssal lord", "allocates passive", "on corruption" mods.
- The model ignores "corrupted", "fractured", "descrated" item statuses, socket counts (forthcoming).
- The model ignores socketables as they are not considered an underlying modifier.
- Items with quality and socketables have had their modifier values normalized to their base values.
- Armour, evasion, energy shield mods are represented in the base stat values.
⚠️ Legacy Content
This section contains notes from the previous version. Some may no longer apply.
Demo Video
Install Video
Discord Bot Setup Video
Discord Bot Setup
•
Discord Bot Setup Guide (.docx)
- Create a new application at the Discord Developer Portal.
- In the Bot tab enable Message Content Intent.
- Invite the bot to a private server. Don’t delete this server!
- DM the bot once so it can DM you back.
- Copy the bot token → paste into Discord Bot Token.
- Pro Tip: save this somewhere locally so you don't need to re-copy it later!
- Enable Developer Mode in Discord → right-click your name → Copy User ID → paste into Discord User ID.
- Click Update Settings & Reload → you’ll receive a confirmation DM.
Legal
Terms of Service
By downloading or using StashSage, you agree to these terms. This software is provided “as is,” without warranties of any kind. You are responsible for how you use the app and for compliance with the terms of any third-party services you access. We may update or discontinue features at any time. To the maximum extent permitted by law, we are not liable for indirect, incidental, or consequential damages arising from use of the app.
Contact: datawiseguysllc@gmail.com
Privacy Policy
StashSage is designed for local operation. We do not collect, store, or sell personal data. Any data processed by the app (e.g., configuration, model inputs/outputs) stays on your device. If the app calls third-party APIs you authorize, the data is transmitted only as required to perform the requested operation and is not retained by us. Crash logs or analytics are not sent to our servers.
If this policy changes in the future, we will update this page and the app’s release notes. For questions or requests, email datawiseguysllc@gmail.com.
Quick links: Terms of Service • Privacy Policy
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