
      ████████████████████
    ██                    ██
    ██  ██████████████    ██
    ██                    ██
    ██  ████████████      ██
    ██                    ██
    ██  ██████████████    ██
    ██                    ██
      ████████████████████
          ██      ██
          ██  ▼▼  ██
          ██████████

Trader Datasets

Stop scraping. Start analyzing.

Polymarket's API gives you raw transactions. We give you structured, analysis-ready datasets with computed P&L, per-market profitability, and trader analytics that don't exist anywhere else.

Enriched trade history

Every trade with market context, outcome labels, and asset classification. Not just raw hashes and IDs.

Computed P&L analytics

Daily profit & loss broken down by source — pair profit, redemption gains, cumulative performance. Computed, not estimated.

Per-market intelligence

Cost basis, average entry price, profitability, and trading duration for every position. The math is done.

  {
    "exported_at": "2026-02-03T12:00:00Z",
    "trader": {
      "username": "gabagool22",
      "total_pnl": "$2,141,329",
      "markets_traded": 847
    },
    "trades": [ ... 12,847 trades ],
    "pnl": [ ... 1,247 days ],
    "markets": [ ... 847 positions ]
  }

How it works

Find any trader on the leaderboard. Click the Dataset button. Your browser downloads a single JSON file with their complete trading history, daily P&L breakdown, and per-market analytics.

No API keys. No pagination. No stitching together hundreds of requests. We've already done the data engineering — you get the finished product.

The best trading models are built on the best data.

Browse datasets

500 traders

#	Trader	P&L	Predictions
1	fengdubiying	+$3,133,968.20	121
2	RepTrump	+$7,532,409.67	8
3	RN1	+$4,776,040.09	31,436
4	PrincessCaro	+$6,083,643.10	14
5	MrSparklySimpsons	+$1,473,387.05	845
6	denizz	+$644,270.52	640
7	RememberAmalek	+$573,483.47	1,132
8	BWArmageddon	+$543,435.10	59
9	Theo4	+$22,053,933.75	14
10	mikatrade77	+$5,147,998.54	7
11	ShucksIt69	+$547,972.33	976
12	SlavaUkraini	+$650,336.55	250
13	pako	+$519,029.75	325
14	EF203F2IPFC2ICP20W-CP3	+$847,975.44	9,454
15	cigarettes	+$767,796.84	39,516
16	edenmoon	+$1,726,393.60	17
17	0xf705…3ca7	+$1,907,258.44	1,193
18	operationcastle	+$560,983.85	933
19	YatSen	+$2,296,578.15	600
20	KirksCousin	+$564,711.03	2,986
21	knedloveprovelo	+$521,179.20	11,686
22	MCgenius	+$1,915,598.75	474
23	IBOV200K	+$616,831.26	1,719
24	everton4life	+$540,914.17	31
25	gatorr	+$719,375.82	227
26	anoin123	+$1,618,183.80	266
27	lhtsports	+$1,490,076.98	10,854
28	0x7fB7Ad0d194D7123e711e7db6C9D418fAc14E33d-1750343282446	+$2,266,615.05	2,600
29	tbs8t	+$655,002.35	94
30	car	+$932,955.13	5,528
31	0x8dxd	+$1,604,472.56	18,698
32	ImJustKen	+$2,963,842.45	10,546
33	11122	+$604,303.69	3,022
34	gamblingdebt	+$1,005,061.48	3,304
35	aenews2	+$1,828,672.09	2,590
36	DrPufferfish	+$4,533,124.53	1,053
37	trezorisbest	+$1,900,869.10	19
38	0x1d8a…e842	+$1,140,725.69	95
39	GCottrell93	+$4,171,052.56	9
40	3bpatgs	+$1,685,688.22	11,137
41	zxgngl	+$7,807,265.59	8
42	DarthVooncer	+$1,766,594.08	8
43	Sharky6999	+$624,036.88	22,317
44	0x2E9821aF10fnztro1	+$782,603.56	344
45	jtwyslljy	+$1,053,704.14	1,225
46	S-Works	+$2,007,083.81	6,824
47	WOMENBESHOPPING	+$758,214.46	2,090
48	0x8764…604a	+$1,554,380.80	76
49	gopatriots	+$1,064,366.92	5,945
50	SecondWindCapital	+$641,995.67	36

Datasets include full trade history, daily P&L, and market positions for each trader.

What's included

Trades

Every trade with timestamps, prices, sizes, sides, and market context. Not raw transaction hashes — structured, labeled activity.

P&L History

Daily profit and loss broken down by source — pair profit, redemption gains, cumulative performance. Metrics Polymarket doesn't compute.

Market Positions

Per-market cost basis, average entry price, realized profit, and trading duration. The full picture for every position.

Trader Profile

Aggregated stats: total P&L, volume, win rate, markets traded, and trader classification. The summary your model needs.

Your spreadsheet called. It wants better data.

Enriched trade histories, computed P&L, and per-market analytics — one click, one JSON file. Data that doesn't exist anywhere else.

Get Insider access Sign in

7-day money-back guarantee. Cancel anytime.