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Polymarket Leaderboard Scraper – Top Wallets, PnL
AutomationLead generationDeveloper tools

Polymarket Leaderboard Scraper – Top Wallets, PnL

Polymarket leaderboard scraper and unofficial API: export top traders and smart-money wallet rankings (PnL, ROI, win rate) to CSV/JSON, no login.

Open on Apify ↗ Read the guide
Pricing
Pay per event

Charged only on successful results.

Output
JSON / CSV

Clean schema, ready for ETL.

Runtime
375 runs

15 users total

Infra
Hosted

No setup — runs in the cloud on Apify.

What it returns

Polymarket leaderboard scraper and unofficial API: export top traders and smart-money wallet rankings (PnL, ROI, win rate) to CSV/JSON, no login..

How to run it

  1. Open the actor on Apify (button above).
  2. Fill the input schema — most fields have sensible defaults.
  3. Click Run. Results land in the dataset within minutes.
  4. Export as JSON or CSV, or pull via the dataset API.

Guides for this scraper

developer-tools

How to Scrape the Polymarket Top Wallets PnL Leaderboard in 2026

A practical guide to extracting Polymarket's top-trader leaderboard — wallets ranked by PnL, ROI, winrate and volume, with per-wallet deep-dives and smart-money tags.

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