[{"data":1,"prerenderedAt":29276},["ShallowReactive",2],{"doc:rest/polymarket-analytics":3},{"slug":4,"filePath":5,"frontmatter":6,"rawMarkdown":9,"tree":10},"rest/polymarket-analytics","rest/polymarket-analytics.md",{"title":7,"description":8},"Polymarket Analytics","Bounded Polymarket leaderboard, trader profile, positions, market summary, user categories, and platform-wide endpoints.","---\ntitle: Polymarket Analytics\ndescription: Bounded Polymarket leaderboard, trader profile, positions, market summary, user categories, and platform-wide endpoints.\n---\n\n# Polymarket Analytics\n\n\u003CTypeHeader type=\"\" meta=\"Weight: Fixed per request, depending on endpoint | Standard and Advanced tiers\">\u003C/TypeHeader>\n\nThese endpoints expose Polymarket-specific analytics that are not served through `/v1/points`. They are fixed-weight `GET` endpoints under `/v1/polymarket/analytics/*`, and they do not use the usual point-based weight formula.\nAll examples use the standard public auth header:\n\n\u003CCodeBlock lang=\"Header\">\n\u003Cpre>\u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n## Common behavior\n\n| Rule | Details |\n| --- | --- |\n| Tier access | Standard and Advanced tiers |\n| Weight model | Fixed per endpoint |\n| HTTP method | `GET` |\n| Pagination | `limit` defaults to `20`, `offset` defaults to `0` |\n| Pagination bounds | `limit \u003C= 100`, `offset \u003C= 10000` |\n| Streaming | Not available on WebSocket |\n\n\u003CCallout kind=\"note\">\n\nThese endpoints are separate from `/v1/points`. They do not use `type`, `exchange`, `interval`, `from`, or `period`.\n\n\u003C/Callout>\n\n\u003CCallout kind=\"note\">\n\nTop-level JSON fields are camelCase (`traderProfiles`, `traderProfile`, `userPositions`, `marketSummary`, `userCategories`). Nested Polymarket payload fields remain snake_case.\n\n\u003C/Callout>\n\n\u003CCallout kind=\"note\">\n\nThe JSON response can omit fields whose values are zero, empty, or unset. The response tables below list the available fields even when a specific response sample does not include every field. Long distribution arrays are shortened in the examples.\n\n\u003C/Callout>\n\n## Composable PnL\n\nEvery endpoint accepts an optional repeated `pnlComponents` query parameter that controls how `realized_pnl` (and any field derived from it — sort order, min/max filters, win-rate aggregations, distribution percentiles) is computed.\n\n### Default\n\nWhen `pnlComponents` is omitted, the **trading_pnl** subset is used:\n\n`trading_pnl = order_sell_pnl + order_buy_post_resolution_pnl + resolution_pnl + conversion_pnl`\n\nIn our view this is the fairest way to capture real-trader behavior. It includes every market-exposure outcome (order fills, market resolutions, NegRisk conversions) and excludes inventory movement (merges, splits, transfers) which represent ledger bookkeeping rather than directional bets — those sources can dominate aggregator wallets and skew the headline number for wallets that aren't really trading.\n\n### What each component represents\n\n| Column | Source event | What it tracks |\n| --- | --- | --- |\n| `order_sell_pnl` | `order_sell` | Realized PnL from sell orders. Mostly negative for losing trades, positive for winning trades that closed before resolution. |\n| `order_buy_post_resolution_pnl` | `order_buy_post_resolution` | Realized PnL from buying tokens on already-resolved markets (immediately realized at the resolved price). Typically tiny — most flow is small post-res arbitrage. |\n| `merge_pnl` | `merge` | Realized PnL from merging YES+NO pairs back into USDC. **Settlement signal**: if this dominates `total_realized_pnl`, the wallet is more aggregator than trader. |\n| `split_post_resolution_pnl` | `split_post_resolution` | Realized PnL from splits on already-resolved markets (rare — economically pointless). Usually zero. |\n| `transfer_out_pnl` | `transfer_out` | Realized PnL from sending tokens out. Always ≤ 0 (exit price = 0, captures cost-basis loss). For wallets that drain to other addresses (e.g. own cold wallet), large negative values are bookkeeping artifacts, not economic loss. |\n| `transfer_in_post_resolution_pnl` | `transfer_in_post_resolution` | Realized PnL from receiving tokens after the market resolved (immediately realized). Always ≥ 0 — receiver gets the resolved value at cost 0. **Settlement signal** for receive-and-redeem aggregators. |\n| `resolution_pnl` | `resolution` | Realized PnL when a market resolves while you hold positions. Typically dominates real-trader profiles — losing tokens go to 0, winners go to 1. |\n| `conversion_pnl` | `conversion` | Realized PnL from NegRisk conversion events (Phase 1 NO exits at `(N-1)/N` + Phase 3 YES post-resolution arrivals). Net sign depends on whether NO cost basis was higher or lower than `(N-1)/N`. |\n\n### Overriding the default\n\nRepeat the `pnlComponents` parameter to compose a custom subset:\n\n`?pnlComponents=POLYMARKET_PNL_COMPONENT_ORDER_SELL&pnlComponents=POLYMARKET_PNL_COMPONENT_RESOLUTION`\n\n| Enum value | Maps to column |\n| --- | --- |\n| `POLYMARKET_PNL_COMPONENT_ORDER_SELL` | `order_sell_pnl` |\n| `POLYMARKET_PNL_COMPONENT_ORDER_BUY_POST_RESOLUTION` | `order_buy_post_resolution_pnl` |\n| `POLYMARKET_PNL_COMPONENT_RESOLUTION` | `resolution_pnl` |\n| `POLYMARKET_PNL_COMPONENT_CONVERSION` | `conversion_pnl` |\n| `POLYMARKET_PNL_COMPONENT_MERGE` | `merge_pnl` |\n| `POLYMARKET_PNL_COMPONENT_SPLIT_POST_RESOLUTION` | `split_post_resolution_pnl` |\n| `POLYMARKET_PNL_COMPONENT_TRANSFER_OUT` | `transfer_out_pnl` |\n| `POLYMARKET_PNL_COMPONENT_TRANSFER_IN_POST_RESOLUTION` | `transfer_in_post_resolution_pnl` |\n\nThe `pnl_by_source` field on every response shows all eight sources independently of `pnlComponents` — it is informational, always populated with the full breakdown so consumers can see where each row's PnL came from.\n\n## Endpoint overview\n\n| Endpoint | Weight | Purpose |\n| --- | --- | --- |\n| `/v1/polymarket/analytics/leaderboard` | 60 | Browse trader leaderboard results with bounded filters and sorting |\n| `/v1/polymarket/analytics/trader-profile` | 100 | Fetch a single trader profile for one wallet |\n| `/v1/polymarket/analytics/positions` | 40 | Fetch bounded position rows by wallet, asset, or condition |\n| `/v1/polymarket/analytics/market-summary` | 60 | Fetch a market summary for exactly one `assetId` or `conditionId` |\n| `/v1/polymarket/analytics/user-categories` | 40 | Fetch a trader's category breakdown for one wallet |\n| `/v1/polymarket/analytics/platform-summary` | 100 | Platform-wide aggregate statistics across every wallet |\n| `/v1/polymarket/analytics/platform-distribution` | 100 | Banded or cumulative distribution of wallets by a chosen metric |\n\nWhen the target is a known market rather than a specific outcome token, prefer `conditionId`.\n\n## Leaderboard\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/polymarket/analytics/leaderboard\">\u003C/EndpointBar>\n\nReturns a bounded list of trader profiles. By default it sorts by realized PnL descending.\n\n### Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `limit` | int32 | No | Number of rows to return. Default: `20`. Max: `100`. |\n| `offset` | int32 | No | Zero-based pagination offset. Default: `0`. Max: `10000`. |\n| `assetId` | string | No | Restrict the leaderboard to one outcome token. Mutually exclusive with `conditionId`. Switches to the market-scoped path described below. |\n| `conditionId` | string | No | Restrict the leaderboard to one market. Mutually exclusive with `assetId`. Switches to the market-scoped path described below. |\n| `roiPercentage` | int64 | No | Minimum realized ROI percentage. Not supported when `assetId` or `conditionId` is set. |\n| `minTotalTradeCount` | double | No | Minimum total position count. |\n| `maxTotalTradeCount` | double | No | Maximum total position count. |\n| `winRate` | double | No | Minimum win rate percentage. |\n| `avgPositionSize` | double | No | Minimum average position size. |\n| `totalVolume` | double | No | Minimum total traded size. |\n| `primaryCategory` | string | No | Filter to traders who have traded a category, for example `Politics`. Not supported when `assetId` or `conditionId` is set (redundant). |\n| `openPositionCount` | int64 | No | Minimum number of open positions. |\n| `timeSinceLastTrade` | int64 | No | Minimum seconds since the latest trade. |\n| `avgHoldingTime` | int64 | No | Minimum average holding duration in seconds. |\n| `sortBy` | enum | No | `REALIZED_PNL`, `ROI`, `WIN_COUNT`, `WIN_RATE`, `TOTAL_SIZE`, `TOTAL_POSITION_COUNT`, or `LAST_OPEN_TS`. When the leaderboard is market-scoped (see below), `ROI` is not allowed. |\n| `sortDirection` | enum | No | `SORT_DIRECTION_ASC` or `SORT_DIRECTION_DESC`. |\n| `pnlComponents` | enum, repeated | No | See [Composable PnL](#composable-pnl). Affects `total_realized_pnl`, ROI calculations, and `REALIZED_PNL` sort order. |\n\n### Market-scoped leaderboard\n\nWhen `assetId` or `conditionId` is set, the leaderboard is computed per-wallet *within* that market scope rather than read from the global trader roll-up. This changes both the accepted parameters and the meaning of some response fields.\n\n| Rule | Details |\n| --- | --- |\n| Mutual exclusivity | Only one of `assetId`, `conditionId` may be set. |\n| Allowed `sortBy` | `REALIZED_PNL`, `WIN_COUNT`, `WIN_RATE`, `TOTAL_SIZE`, `TOTAL_POSITION_COUNT`, `LAST_OPEN_TS`. `ROI` and positions-level fields (`REALIZED_SIZE`, `UNREALIZED_SIZE`, `AVG_PRICE`) are rejected. |\n| Rejected filters | `roiPercentage`, `primaryCategory`. |\n| Unpopulated response fields | `total_roi` and `total_unrealized_pnl` are left at zero — ROI requires cost basis and unrealized PnL requires live outcome prices, neither of which the positions table exposes. |\n| `closed_position_count` semantics | Counts positions with any realized activity (`realized_size > 0`) rather than fully closed positions, so that arbitrage rounds inside a still-open position are still counted. |\n| `win_rate_by_positions` denominator | Uses the same \"positions with realized activity\" population as `closed_position_count` above, keeping numerator and denominator drawn from the same set so arbitrage wins are credited. |\n\n### Response fields\n\nEach entry in `traderProfiles` is a `PolymarketTraderProfile`:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `wallet_address` | string | Trader wallet address |\n| `total_position_count` | int64 | Total number of tracked positions |\n| `open_position_count` | int64 | Number of currently open positions |\n| `closed_position_count` | int64 | Number of closed positions |\n| `latest_open_position_ts` | object | Latest open position timestamp, with `seconds` and `nanoseconds` |\n| `total_size` | double | Total tracked position size |\n| `total_realized_pnl` | double | Total realized PnL |\n| `total_unrealized_pnl` | double | Total unrealized PnL |\n| `total_roi` | double | Total return on investment |\n| `win_rate_by_positions` | double | Win rate by closed positions |\n| `largest_win` | double | Largest realized win |\n| `largest_loss` | double | Largest realized loss |\n| `avg_holding_duration` | int64 | Average holding duration in seconds |\n| `total_open_pos_value` | double | Total value of open positions |\n| `total_closed_pos_value` | double | Total value of closed positions |\n| `total_cost_basis` | double | Lifetime cost basis (sum of order_buy_cost + split_cost across all positions) |\n| `avg_open_investment` | double | Average capital deployed in open positions |\n| `total_order_buy_cost` | double | Lifetime spend on order-fill buys |\n| `total_split_cost` | double | Lifetime spend on split events |\n| `pnl_by_source` | object | Per-event-type PnL breakdown across all 8 sources. See [Pnl by source](#pnl-by-source) below. |\n| `event_counts` | object | Aggregate event counters: `buys`, `sells`, `splits`, `merges`, `transfers` (in + out), `conversions` (in + out) |\n\n#### PnL by source\n\nThe `pnl_by_source` object is shared across `PolymarketTraderProfile`, `PolymarketUserPositions`, `PolymarketMarketSummary`, and `PolymarketTraderCategoryBreakdown`. It exposes all eight per-event-type PnL columns regardless of `pnlComponents`:\n\n| Field | Description |\n| --- | --- |\n| `order_sell` | Realized PnL from selling order fills |\n| `order_buy_post_resolution` | Realized PnL from buying after market resolution |\n| `resolution` | Realized PnL credited at market resolution |\n| `conversion` | Realized PnL from token conversion events |\n| `merge` | Realized PnL from outcome-token merge events |\n| `split_post_resolution` | Realized PnL from split events post-resolution |\n| `transfer_out` | Realized PnL attributed to outbound transfers |\n| `transfer_in_post_resolution` | Realized PnL attributed to inbound post-resolution transfers |\n\n### Example\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/leaderboard?limit=1\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"traderProfiles\"\u003C/span>: [\n    {\n      \u003Cspan class=\"s-p\">\"wallet_address\"\u003C/span>: \u003Cspan class=\"s-s\">\"0xf1302aafc43aa3a69bcd8058fc7a0259dac246ab\"\u003C/span>,\n      \u003Cspan class=\"s-p\">\"total_position_count\"\u003C/span>: \u003Cspan class=\"s-n\">1047\u003C/span>,\n      \u003Cspan class=\"s-p\">\"closed_position_count\"\u003C/span>: \u003Cspan class=\"s-n\">1047\u003C/span>,\n      \u003Cspan class=\"s-p\">\"total_size\"\u003C/span>: \u003Cspan class=\"s-n\">193273897.17371872\u003C/span>,\n      \u003Cspan class=\"s-p\">\"total_realized_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">94916520.2155992\u003C/span>,\n      \u003Cspan class=\"s-p\">\"win_rate_by_positions\"\u003C/span>: \u003Cspan class=\"s-n\">80.70678127984718\u003C/span>,\n      \u003Cspan class=\"s-p\">\"largest_win\"\u003C/span>: \u003Cspan class=\"s-n\">5740012.643231001\u003C/span>,\n      \u003Cspan class=\"s-p\">\"largest_loss\"\u003C/span>: \u003Cspan class=\"s-n\">-48.26\u003C/span>,\n      \u003Cspan class=\"s-p\">\"avg_holding_duration\"\u003C/span>: \u003Cspan class=\"s-n\">3429946\u003C/span>,\n      \u003Cspan class=\"s-p\">\"total_closed_pos_value\"\u003C/span>: \u003Cspan class=\"s-n\">193273897.17371872\u003C/span>\n    }\n  ]\n}\u003C/pre>\n\u003C/CodeBlock>\n\n---\n\n## Trader Profile\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/polymarket/analytics/trader-profile\">\u003C/EndpointBar>\n\nReturns a single trader profile for exactly one wallet.\n\n### Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `userWallet` | string | Yes | Wallet address, for example `0x...` |\n| `pnlComponents` | enum, repeated | No | See [Composable PnL](#composable-pnl). Affects `total_realized_pnl` and the ROI calculation. |\n\n### Response\n\nThe response contains a single `traderProfile` object with the same shape as leaderboard rows, including `pnl_by_source`, `event_counts`, `total_cost_basis`, `avg_open_investment`, `total_order_buy_cost`, and `total_split_cost`.\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/trader-profile?userWallet=0xf1302aafc43aa3a69bcd8058fc7a0259dac246ab\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"traderProfile\"\u003C/span>: {\n    \u003Cspan class=\"s-p\">\"wallet_address\"\u003C/span>: \u003Cspan class=\"s-s\">\"0xf1302aafc43aa3a69bcd8058fc7a0259dac246ab\"\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_position_count\"\u003C/span>: \u003Cspan class=\"s-n\">1047\u003C/span>,\n    \u003Cspan class=\"s-p\">\"closed_position_count\"\u003C/span>: \u003Cspan class=\"s-n\">1047\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_size\"\u003C/span>: \u003Cspan class=\"s-n\">193273897.17371872\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_realized_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">94916520.2155992\u003C/span>,\n    \u003Cspan class=\"s-p\">\"win_rate_by_positions\"\u003C/span>: \u003Cspan class=\"s-n\">80.70678127984718\u003C/span>,\n    \u003Cspan class=\"s-p\">\"largest_win\"\u003C/span>: \u003Cspan class=\"s-n\">5740012.643231001\u003C/span>,\n    \u003Cspan class=\"s-p\">\"largest_loss\"\u003C/span>: \u003Cspan class=\"s-n\">-48.26\u003C/span>,\n    \u003Cspan class=\"s-p\">\"avg_holding_duration\"\u003C/span>: \u003Cspan class=\"s-n\">3429946\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_closed_pos_value\"\u003C/span>: \u003Cspan class=\"s-n\">193273897.17371872\u003C/span>\n  }\n}\u003C/pre>\n\u003C/CodeBlock>\n\n---\n\n## Positions\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/polymarket/analytics/positions\">\u003C/EndpointBar>\n\nReturns bounded position rows for one wallet, one asset, or one market condition.\n\n### Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `userWallet` | string | No | Wallet address. Can be used alone or together with one identifier. |\n| `assetId` | string | No | Outcome token identifier. Mutually exclusive with `conditionId`. |\n| `conditionId` | string | No | Market condition identifier. Mutually exclusive with `assetId`. |\n| `limit` | int32 | No | Number of rows to return. Default: `20`. Max: `100`. |\n| `offset` | int32 | No | Zero-based pagination offset. Default: `0`. Max: `10000`. |\n| `sortBy` | enum | No | `LAST_OPEN_TS`, `REALIZED_PNL`, `REALIZED_SIZE`, `AVG_PRICE`, or `UNREALIZED_SIZE`. Other sort fields belong to the leaderboard and are rejected here. |\n| `sortDirection` | enum | No | `SORT_DIRECTION_ASC` or `SORT_DIRECTION_DESC`. Defaults to descending. Closed positions (no `latest_open_ts`) sort last regardless of direction when sorting by `LAST_OPEN_TS`. |\n| `positionStatus` | enum | No | `OPEN_POSITIONS` or `CLOSED_POSITIONS`. Filters by whether `latest_open_ts` is set. |\n| `openedBefore` | int64 | No | Unix seconds. Keeps rows with `latest_open_ts \u003C openedBefore`. Cannot be combined with `positionStatus=CLOSED_POSITIONS`. |\n| `openedAfter` | int64 | No | Unix seconds. Keeps rows with `latest_open_ts > openedAfter`. Must be `\u003C openedBefore` when both are set. Cannot be combined with `positionStatus=CLOSED_POSITIONS`. |\n| `minRealizedPnl` | double | No | Minimum `realized_pnl`. Must be `\u003C= maxRealizedPnl` when both are set. |\n| `maxRealizedPnl` | double | No | Maximum `realized_pnl`. |\n| `minRealizedSize` | double | No | Minimum `realized_size`. Must be `\u003C= maxRealizedSize` when both are set. |\n| `maxRealizedSize` | double | No | Maximum `realized_size`. |\n| `minUnrealizedSize` | double | No | Minimum `unrealized_size`. Must be `\u003C= maxUnrealizedSize` when both are set. |\n| `maxUnrealizedSize` | double | No | Maximum `unrealized_size`. |\n| `pnlComponents` | enum, repeated | No | See [Composable PnL](#composable-pnl). Affects `realized_pnl`, the `minRealizedPnl`/`maxRealizedPnl` filters, and `REALIZED_PNL` sort order. |\n\n### Valid request shapes\n\n- `userWallet=\u003Cwallet>`\n- `userWallet=\u003Cwallet>&assetId=\u003Casset_id>`\n- `userWallet=\u003Cwallet>&conditionId=\u003Ccondition_id>`\n- `assetId=\u003Casset_id>`\n- `conditionId=\u003Ccondition_id>`\nAt least one of `userWallet`, `assetId`, or `conditionId` is required. `assetId` and `conditionId` cannot be set together.\n\n### Response fields\n\nEach entry in `userPositions` is a `PolymarketUserPositions` row:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `wallet_address` | string | Trader wallet address |\n| `asset_id` | string | Outcome token identifier |\n| `unrealized_size` | double | Currently unrealized position size |\n| `realized_size` | double | Realized position size |\n| `avg_price` | double | Average entry price |\n| `avg_exit_price` | double | Average exit price |\n| `realized_pnl` | double | Realized PnL |\n| `resolved_price` | double | Final resolved price, when available |\n| `latest_open_ts` | int64 | Latest open timestamp |\n| `prev_hold_duration` | int64 | Previous holding duration in seconds |\n| `buy_count` | int32 | Number of buy events |\n| `sell_count` | int32 | Number of sell events |\n| `split_count` | int32 | Number of split events |\n| `merge_count` | int32 | Number of merge events |\n| `transfer_in_count` | int32 | Number of inbound transfer events |\n| `transfer_out_count` | int32 | Number of outbound transfer events |\n| `conversion_in_count` | int32 | Number of inbound conversion events |\n| `conversion_out_count` | int32 | Number of outbound conversion events |\n| `market_name` | string | Market title |\n| `outcome_name` | string | Outcome label |\n| `category` | string | Market category |\n| `sub_category` | string | Market sub-category |\n| `condition_id` | string | Market condition identifier |\n| `order_buy_cost` | double | Cost basis attributable to order-fill buys on this position |\n| `split_cost` | double | Cost basis attributable to split events on this position |\n| `pnl_by_source` | object | Per-event-type PnL breakdown for this position. See [Pnl by source](#pnl-by-source). |\n\n### Example\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/positions?userWallet=0xf1302aafc43aa3a69bcd8058fc7a0259dac246ab&limit=1\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"userPositions\"\u003C/span>: [\n    {\n      \u003Cspan class=\"s-p\">\"wallet_address\"\u003C/span>: \u003Cspan class=\"s-s\">\"0xf1302aafc43aa3a69bcd8058fc7a0259dac246ab\"\u003C/span>,\n      \u003Cspan class=\"s-p\">\"asset_id\"\u003C/span>: \u003Cspan class=\"s-s\">\"69984203794322070924779554468751071533998686576952069110752844084141678897886\"\u003C/span>,\n      \u003Cspan class=\"s-p\">\"realized_size\"\u003C/span>: \u003Cspan class=\"s-n\">11555027.501624001\u003C/span>,\n      \u003Cspan class=\"s-p\">\"avg_exit_price\"\u003C/span>: \u003Cspan class=\"s-n\">0.49675456353732356\u003C/span>,\n      \u003Cspan class=\"s-p\">\"realized_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">5740012.643231001\u003C/span>,\n      \u003Cspan class=\"s-p\">\"resolved_price\"\u003C/span>: \u003Cspan class=\"s-n\">1\u003C/span>,\n      \u003Cspan class=\"s-p\">\"prev_hold_duration\"\u003C/span>: \u003Cspan class=\"s-n\">14305671\u003C/span>,\n      \u003Cspan class=\"s-p\">\"merge_count\"\u003C/span>: \u003Cspan class=\"s-n\">153\u003C/span>,\n      \u003Cspan class=\"s-p\">\"transfer_in_count\"\u003C/span>: \u003Cspan class=\"s-n\">383\u003C/span>,\n      \u003Cspan class=\"s-p\">\"transfer_out_count\"\u003C/span>: \u003Cspan class=\"s-n\">24\u003C/span>,\n      \u003Cspan class=\"s-p\">\"market_name\"\u003C/span>: \u003Cspan class=\"s-s\">\"Which party will control the U.S. Senate after the 2022 election?\"\u003C/span>,\n      \u003Cspan class=\"s-p\">\"outcome_name\"\u003C/span>: \u003Cspan class=\"s-s\">\"Democratic\"\u003C/span>,\n      \u003Cspan class=\"s-p\">\"category\"\u003C/span>: \u003Cspan class=\"s-s\">\"Politics\"\u003C/span>,\n      \u003Cspan class=\"s-p\">\"sub_category\"\u003C/span>: \u003Cspan class=\"s-s\">\"US Politics\"\u003C/span>,\n      \u003Cspan class=\"s-p\">\"condition_id\"\u003C/span>: \u003Cspan class=\"s-s\">\"0xe0658c4beed2102c181b3987edff5edd578ad2952a6eb5fa8018925e5d7a48fd\"\u003C/span>\n    }\n  ]\n}\u003C/pre>\n\u003C/CodeBlock>\n\n---\n\n## Market Summary\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/polymarket/analytics/market-summary\">\u003C/EndpointBar>\n\nReturns a market summary for exactly one `assetId` or one `conditionId`.\n\n### Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `assetId` | string | No | Outcome token identifier |\n| `conditionId` | string | No | Market condition identifier |\n| `pnlComponents` | enum, repeated | No | See [Composable PnL](#composable-pnl). Affects `realized_pnl_distribution`, `realized_pnl_min`/`max`, and `win_rate`. |\n\nExactly one of `assetId` or `conditionId` is required.\n\n### Response fields\n\nThe response contains a single `marketSummary` object:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `event_id` | string | Polymarket event identifier |\n| `condition_id` | string[] | Condition IDs included in the summary |\n| `total_open_positions` | int32 | Open position count |\n| `total_closed_positions` | int32 | Closed position count |\n| `total_cost_basis` | double | Total cost basis |\n| `total_size` | double | Total traded size |\n| `largest_open_position` | double | Largest open position size |\n| `total_buy_count` | int32 | Total buy event count |\n| `total_sell_count` | int32 | Total sell event count |\n| `total_split_count` | int32 | Total split event count |\n| `total_merge_count` | int32 | Total merge event count |\n| `total_transfer_in_count` | int32 | Total inbound transfer event count |\n| `total_transfer_out_count` | int32 | Total outbound transfer event count |\n| `total_conversion_in_count` | int32 | Total inbound conversion event count |\n| `total_conversion_out_count` | int32 | Total outbound conversion event count |\n| `net_transfer_flow` | int32 | Net transfer flow count |\n| `net_conversion_flow` | int32 | Net conversion flow count |\n| `median_hold_duration` | double | Median holding duration in seconds |\n| `mean_hold_duration` | double | Mean holding duration in seconds |\n| `realized_pnl_min` | double | Minimum realized PnL |\n| `realized_pnl_max` | double | Maximum realized PnL |\n| `realized_pnl_distribution` | double[] | Realized PnL percentile values from p0 to p99 |\n| `win_rate` | double | Win rate for the summarized market |\n| `avg_buy_count` | double | Average buy event count |\n| `avg_sell_count` | double | Average sell event count |\n| `avg_size` | double | Average position size |\n| `total_order_buy_cost` | double | Sum of order-fill buy cost across all positions in scope |\n| `total_split_cost` | double | Sum of split-event cost across all positions in scope |\n| `pnl_by_source` | object | Per-event-type PnL breakdown aggregated across the market's positions. See [Pnl by source](#pnl-by-source). |\n| `outcome_pricing` | object[] | Per-outcome token pricing rows |\n\nEach row in `outcome_pricing` includes:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `condition_id` | string | Market condition identifier |\n| `token_id` | string | Outcome token identifier |\n| `outcome_name` | string | Outcome label |\n| `weighted_avg_entry_price` | double | Weighted average entry price |\n| `weighted_avg_exit_price` | double | Weighted average exit price |\n| `open_pos_avg_price_distribution` | double[] | 101 buckets; index `i` is the account count with average entry price in `[i, i+1)` cents |\n| `closed_pos_avg_exit_price_distribution` | double[] | 101 buckets; index `i` is the account count with average exit price in `[i, i+1)` cents |\n\n### Example\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/market-summary?assetId=69984203794322070924779554468751071533998686576952069110752844084141678897886\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"marketSummary\"\u003C/span>: {\n    \u003Cspan class=\"s-p\">\"event_id\"\u003C/span>: \u003Cspan class=\"s-s\">\"3506\"\u003C/span>,\n    \u003Cspan class=\"s-p\">\"condition_id\"\u003C/span>: [\n      \u003Cspan class=\"s-s\">\"0xe0658c4beed2102c181b3987edff5edd578ad2952a6eb5fa8018925e5d7a48fd\"\u003C/span>\n    ],\n    \u003Cspan class=\"s-p\">\"total_open_positions\"\u003C/span>: \u003Cspan class=\"s-n\">12\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_closed_positions\"\u003C/span>: \u003Cspan class=\"s-n\">934\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_cost_basis\"\u003C/span>: \u003Cspan class=\"s-n\">3287751.5362184998\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_size\"\u003C/span>: \u003Cspan class=\"s-n\">13278317.319730995\u003C/span>,\n    \u003Cspan class=\"s-p\">\"largest_open_position\"\u003C/span>: \u003Cspan class=\"s-n\">6517160.129311998\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_split_count\"\u003C/span>: \u003Cspan class=\"s-n\">10516\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_merge_count\"\u003C/span>: \u003Cspan class=\"s-n\">6370\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_transfer_in_count\"\u003C/span>: \u003Cspan class=\"s-n\">10523\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_transfer_out_count\"\u003C/span>: \u003Cspan class=\"s-n\">10523\u003C/span>,\n    \u003Cspan class=\"s-p\">\"median_hold_duration\"\u003C/span>: \u003Cspan class=\"s-n\">19340026\u003C/span>,\n    \u003Cspan class=\"s-p\">\"mean_hold_duration\"\u003C/span>: \u003Cspan class=\"s-n\">15813372.224219989\u003C/span>,\n    \u003Cspan class=\"s-p\">\"realized_pnl_min\"\u003C/span>: \u003Cspan class=\"s-n\">-7865106.637885602\u003C/span>,\n    \u003Cspan class=\"s-p\">\"realized_pnl_max\"\u003C/span>: \u003Cspan class=\"s-n\">5740012.643231001\u003C/span>,\n    \u003Cspan class=\"s-p\">\"realized_pnl_distribution\"\u003C/span>: [\n      \u003Cspan class=\"s-n\">-7865106.637885602\u003C/span>,\n      \u003Cspan class=\"s-n\">-0.00046407000000012324\u003C/span>,\n      \u003Cspan class=\"s-n\">0\u003C/span>,\n      \u003Cspan class=\"s-n\">74042.54808002156\u003C/span>\n    ],\n    \u003Cspan class=\"s-p\">\"win_rate\"\u003C/span>: \u003Cspan class=\"s-n\">0.5288259958071279\u003C/span>,\n    \u003Cspan class=\"s-p\">\"avg_size\"\u003C/span>: \u003Cspan class=\"s-n\">48280.608293311605\u003C/span>,\n    \u003Cspan class=\"s-p\">\"outcome_pricing\"\u003C/span>: [\n      {\n        \u003Cspan class=\"s-p\">\"condition_id\"\u003C/span>: \u003Cspan class=\"s-s\">\"0xe0658c4beed2102c181b3987edff5edd578ad2952a6eb5fa8018925e5d7a48fd\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"token_id\"\u003C/span>: \u003Cspan class=\"s-s\">\"111299642775108135148113523472260651188510255643046337855221699185339755388694\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"outcome_name\"\u003C/span>: \u003Cspan class=\"s-s\">\"Republican\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"weighted_avg_entry_price\"\u003C/span>: \u003Cspan class=\"s-n\">0.000005283318038929714\u003C/span>,\n        \u003Cspan class=\"s-p\">\"weighted_avg_exit_price\"\u003C/span>: \u003Cspan class=\"s-n\">0.1733132532287334\u003C/span>,\n        \u003Cspan class=\"s-p\">\"open_pos_avg_price_distribution\"\u003C/span>: [\u003Cspan class=\"s-n\">10\u003C/span>, \u003Cspan class=\"s-n\">0\u003C/span>, \u003Cspan class=\"s-n\">0\u003C/span>, \u003Cspan class=\"s-n\">3\u003C/span>],\n        \u003Cspan class=\"s-p\">\"closed_pos_avg_exit_price_distribution\"\u003C/span>: [\u003Cspan class=\"s-n\">872\u003C/span>, \u003Cspan class=\"s-n\">1\u003C/span>, \u003Cspan class=\"s-n\">2\u003C/span>, \u003Cspan class=\"s-n\">24\u003C/span>]\n      }\n    ]\n  }\n}\u003C/pre>\n\u003C/CodeBlock>\n\n---\n\n## User Categories\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/polymarket/analytics/user-categories\">\u003C/EndpointBar>\n\nReturns a category breakdown for exactly one wallet.\n\n### Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `userWallet` | string | Yes | Wallet address, for example `0x...` |\n| `pnlComponents` | enum, repeated | No | See [Composable PnL](#composable-pnl). Affects `realized_pnl` per category. |\n\n### Response fields\n\nThe response contains a single `userCategories` object:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `wallet_address` | string | Trader wallet address |\n| `category_breakdown` | object[] | Category-level breakdown rows |\n\nEach row in `category_breakdown` includes:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `market_category` | string | Top-level category name |\n| `market_sub_category` | string | Sub-category name |\n| `count` | int64 | Number of positions in that category |\n| `realized_size` | double | Realized traded size |\n| `unrealized_size` | double | Unrealized size |\n| `realized_pnl` | double | Realized PnL for that category |\n| `pnl_by_source` | object | Per-event-type PnL breakdown for this category. See [Pnl by source](#pnl-by-source). |\n\n### Example\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/user-categories?userWallet=0xf1302aafc43aa3a69bcd8058fc7a0259dac246ab\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"userCategories\"\u003C/span>: {\n    \u003Cspan class=\"s-p\">\"wallet_address\"\u003C/span>: \u003Cspan class=\"s-s\">\"0xf1302aafc43aa3a69bcd8058fc7a0259dac246ab\"\u003C/span>,\n    \u003Cspan class=\"s-p\">\"category_breakdown\"\u003C/span>: [\n      {\n        \u003Cspan class=\"s-p\">\"market_category\"\u003C/span>: \u003Cspan class=\"s-s\">\"Politics\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"market_sub_category\"\u003C/span>: \u003Cspan class=\"s-s\">\"US Politics\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"count\"\u003C/span>: \u003Cspan class=\"s-n\">248\u003C/span>,\n        \u003Cspan class=\"s-p\">\"realized_size\"\u003C/span>: \u003Cspan class=\"s-n\">114739709.61980493\u003C/span>,\n        \u003Cspan class=\"s-p\">\"realized_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">56646616.73381202\u003C/span>\n      }\n    ]\n  }\n}\u003C/pre>\n\u003C/CodeBlock>\n\n---\n\n## Platform Summary\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/polymarket/analytics/platform-summary\">\u003C/EndpointBar>\n\nReturns a single one-row aggregate across every wallet in the trader summary table. Useful for headline platform-level statistics: total accounts, net PnL, lifetime traded volume, activity histogram, and PnL composition.\n\n### Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `pnlComponents` | enum, repeated | No | See [Composable PnL](#composable-pnl). Affects every PnL-derived field in the response. |\n\n### Response fields\n\nThe response contains a single `platformSummary` object:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `accounts_total` | int64 | Total number of wallets in the trader summary |\n| `accounts_active` | int64 | Wallets with `total_position_count > 0` |\n| `accounts_profitable` | int64 | Wallets whose `realized_pnl > 0` |\n| `accounts_losing` | int64 | Wallets whose `realized_pnl \u003C 0` |\n| `accounts_flat` | int64 | Wallets whose `realized_pnl = 0` |\n| `total_winnings` | double | Sum of positive `realized_pnl` across all wallets |\n| `total_losses` | double | Sum of negative `realized_pnl` across all wallets |\n| `net_pnl` | double | Sum of `realized_pnl` across all wallets |\n| `lifetime_buy_notional_inc_splits` | double | Sum of `total_cost_basis` across all wallets |\n| `lifetime_order_buy_notional` | double | Sum of `order_buy_cost` across all wallets |\n| `pnl_by_source` | object | Platform-level PnL composition. See [Pnl by source](#pnl-by-source). |\n| `activity_histogram` | object | Wallet count by position-count tier (see below) |\n| `median_pnl` | double | p50 of `realized_pnl` across the population |\n| `p90_pnl` | double | p90 of `realized_pnl` |\n| `p99_pnl` | double | p99 of `realized_pnl` |\n| `max_pnl` | double | Largest single-wallet `realized_pnl` |\n| `min_pnl` | double | Smallest (most negative) single-wallet `realized_pnl` |\n| `event_counts` | object | Aggregate event counters across the population (see below) |\n\nThe `activity_histogram` object segments wallets by total position count:\n\n| Field | Bucket |\n| --- | --- |\n| `position_count_1` | Wallets with exactly 1 position |\n| `position_count_2_to_5` | 2..5 positions |\n| `position_count_6_to_20` | 6..20 positions |\n| `position_count_21_to_100` | 21..100 positions |\n| `position_count_over_100` | More than 100 positions |\n\nThe `event_counts` object reports platform-wide event totals. `transfers` and `conversions` combine inbound and outbound counts:\n\n| Field | Description |\n| --- | --- |\n| `buys` | Total buy event count |\n| `sells` | Total sell event count |\n| `splits` | Total split event count |\n| `merges` | Total merge event count |\n| `transfers` | Total inbound + outbound transfer event count |\n| `conversions` | Total inbound + outbound conversion event count |\n\n### Example\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/platform-summary\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"platformSummary\"\u003C/span>: {\n    \u003Cspan class=\"s-p\">\"accounts_total\"\u003C/span>: \u003Cspan class=\"s-n\">2739335\u003C/span>,\n    \u003Cspan class=\"s-p\">\"accounts_active\"\u003C/span>: \u003Cspan class=\"s-n\">2739335\u003C/span>,\n    \u003Cspan class=\"s-p\">\"accounts_profitable\"\u003C/span>: \u003Cspan class=\"s-n\">823831\u003C/span>,\n    \u003Cspan class=\"s-p\">\"accounts_losing\"\u003C/span>: \u003Cspan class=\"s-n\">1837378\u003C/span>,\n    \u003Cspan class=\"s-p\">\"accounts_flat\"\u003C/span>: \u003Cspan class=\"s-n\">78126\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_winnings\"\u003C/span>: \u003Cspan class=\"s-n\">1361047633.76\u003C/span>,\n    \u003Cspan class=\"s-p\">\"total_losses\"\u003C/span>: \u003Cspan class=\"s-n\">-1251703742.46\u003C/span>,\n    \u003Cspan class=\"s-p\">\"net_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">109343891.31\u003C/span>,\n    \u003Cspan class=\"s-p\">\"lifetime_buy_notional_inc_splits\"\u003C/span>: \u003Cspan class=\"s-n\">52550871389.34\u003C/span>,\n    \u003Cspan class=\"s-p\">\"lifetime_order_buy_notional\"\u003C/span>: \u003Cspan class=\"s-n\">46912201989.79\u003C/span>,\n    \u003Cspan class=\"s-p\">\"pnl_by_source\"\u003C/span>: {\n      \u003Cspan class=\"s-p\">\"order_sell\"\u003C/span>: \u003Cspan class=\"s-n\">909073054.48\u003C/span>,\n      \u003Cspan class=\"s-p\">\"resolution\"\u003C/span>: \u003Cspan class=\"s-n\">-534585069.09\u003C/span>,\n      \u003Cspan class=\"s-p\">\"conversion\"\u003C/span>: \u003Cspan class=\"s-n\">-265420097.80\u003C/span>,\n      \u003Cspan class=\"s-p\">\"merge\"\u003C/span>: \u003Cspan class=\"s-n\">571684457.36\u003C/span>\n    },\n    \u003Cspan class=\"s-p\">\"activity_histogram\"\u003C/span>: {\n      \u003Cspan class=\"s-p\">\"position_count_1\"\u003C/span>: \u003Cspan class=\"s-n\">347111\u003C/span>,\n      \u003Cspan class=\"s-p\">\"position_count_2_to_5\"\u003C/span>: \u003Cspan class=\"s-n\">592929\u003C/span>,\n      \u003Cspan class=\"s-p\">\"position_count_6_to_20\"\u003C/span>: \u003Cspan class=\"s-n\">854469\u003C/span>,\n      \u003Cspan class=\"s-p\">\"position_count_21_to_100\"\u003C/span>: \u003Cspan class=\"s-n\">706366\u003C/span>,\n      \u003Cspan class=\"s-p\">\"position_count_over_100\"\u003C/span>: \u003Cspan class=\"s-n\">238460\u003C/span>\n    },\n    \u003Cspan class=\"s-p\">\"median_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">-2.29\u003C/span>,\n    \u003Cspan class=\"s-p\">\"p90_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">51.69\u003C/span>,\n    \u003Cspan class=\"s-p\">\"p99_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">3764.29\u003C/span>,\n    \u003Cspan class=\"s-p\">\"max_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">22045623.06\u003C/span>,\n    \u003Cspan class=\"s-p\">\"min_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">-10050886.06\u003C/span>,\n    \u003Cspan class=\"s-p\">\"event_counts\"\u003C/span>: {\n      \u003Cspan class=\"s-p\">\"buys\"\u003C/span>: \u003Cspan class=\"s-n\">1007876643\u003C/span>,\n      \u003Cspan class=\"s-p\">\"sells\"\u003C/span>: \u003Cspan class=\"s-n\">240034517\u003C/span>,\n      \u003Cspan class=\"s-p\">\"splits\"\u003C/span>: \u003Cspan class=\"s-n\">22792454\u003C/span>,\n      \u003Cspan class=\"s-p\">\"merges\"\u003C/span>: \u003Cspan class=\"s-n\">28080874\u003C/span>,\n      \u003Cspan class=\"s-p\">\"transfers\"\u003C/span>: \u003Cspan class=\"s-n\">24089475\u003C/span>,\n      \u003Cspan class=\"s-p\">\"conversions\"\u003C/span>: \u003Cspan class=\"s-n\">48485205\u003C/span>\n    }\n  }\n}\u003C/pre>\n\u003C/CodeBlock>\n\n---\n\n## Platform Distribution\n\n\u003CEndpointBar method=\"GET\" path=\"/v1/polymarket/analytics/platform-distribution\">\u003C/EndpointBar>\n\nReturns the distribution of wallets across bands defined by a chosen ranking dimension. Two output shapes are available: **banded** (default) returns one row per band with per-band aggregates, and **cumulative** returns one row per band edge with running Lorenz-curve totals.\n\n### Parameters\n\n| Parameter | Type | Required | Description |\n| --- | --- | --- | --- |\n| `distributionRankBy` | enum | Yes | The dimension wallets are ranked on. See enum table below. |\n| `distributionBandPreset` | enum | Yes | `POLYMARKET_DISTRIBUTION_BAND_PRESET_DECILES` (10 even bands) or `POLYMARKET_DISTRIBUTION_BAND_PRESET_SYMMETRIC_PERCENTILE` (14 bands with thinner top/bottom tails — 0.1%, 1%, decile interior, 99%, 99.9%). |\n| `distributionCumulative` | bool | No | When `true`, the response shape switches from banded aggregates to running cumulative points. |\n| `distributionMinPositions` | int64 | No | Activity gate. Wallets with fewer than this many positions are excluded. Defaults to `1`. Must be `>= 0`. When ranking by `WIN_RATE`, also gates wallets by `closed_position_count`. |\n| `pnlComponents` | enum, repeated | No | See [Composable PnL](#composable-pnl). Affects ranking when `rankBy=TRADING_PNL` and PnL-related per-band metrics. |\n\n### Ranking dimensions\n\n| `distributionRankBy` | Underlying expression |\n| --- | --- |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_TRADING_PNL` | The composable PnL sum (see [Composable PnL](#composable-pnl)) |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_TRADE_COUNT` | `buy_count + sell_count` |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_POSITION_COUNT` | `total_position_count` |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_AVG_OPEN_INVESTMENT` | `avg_open_investment` |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_AVG_HOLDING_DURATION` | `avg_holding_duration` |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_WIN_RATE` | `win_count / closed_position_count` |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_TOTAL_SIZE` | `total_size` |\n| `POLYMARKET_DISTRIBUTION_RANK_BY_TOTAL_COST_BASIS` | `total_cost_basis` |\n\n### Validation rules\n\n| Rule | Behavior |\n| --- | --- |\n| `distributionRankBy` missing or `UNKNOWN` | 400 |\n| `distributionBandPreset` missing or `UNKNOWN` | 400 |\n| `distributionMinPositions \u003C 0` | 400 |\n| `distributionCumulative=true` with a non-additive `rankBy` | 400. Cumulative mode is only supported for additive rank dimensions: `TRADING_PNL`, `TRADE_COUNT`, `POSITION_COUNT`, `TOTAL_SIZE`, `TOTAL_COST_BASIS`. Ratio/average dimensions (`WIN_RATE`, `AVG_HOLDING_DURATION`, `AVG_OPEN_INVESTMENT`) cannot be summed across wallets and are rejected. |\n\n### Banded mode response\n\nWhen `distributionCumulative` is unset or `false`, the response contains a `platformDistribution.distribution_bands` array with one entry per non-empty band:\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `band_id` | int32 | 1-indexed band position, ordered top-to-bottom by ranking dimension |\n| `band_label` | string | Descriptive band name (e.g. `\"top_0.1pct\"`, `\"10-20pct\"`, `\"bottom_10pct\"`) |\n| `account_count` | int64 | Wallets in this band |\n| `pct_profitable` | double | Percentage of wallets in this band whose `trading_pnl > 0` |\n| `avg_pnl` | double | Average `trading_pnl` in the band |\n| `total_pnl` | double | Sum of `trading_pnl` in the band |\n| `median_pnl` | double | Median `trading_pnl` in the band |\n| `rank_value_min` | double | Minimum value of the ranking dimension within the band |\n| `rank_value_max` | double | Maximum value of the ranking dimension within the band |\n| `median_rank_value` | double | Median value of the ranking dimension within the band |\n| `avg_trade_count` | double | Average `buy_count + sell_count` in the band |\n| `avg_position_count` | double | Average `total_position_count` in the band |\n| `avg_holding_duration` | double | Average non-zero holding duration in the band |\n| `win_rate` | double | `SUM(win_count) / SUM(closed_position_count)` within the band |\n| `pnl_by_source` | object | Per-event-type PnL breakdown for this band. See [Pnl by source](#pnl-by-source). |\n\nEmpty bands are omitted from the array.\n\n### Cumulative mode response\n\nWhen `distributionCumulative=true`, the response contains a `platformDistribution.distribution_cumulative` array with one entry per band edge (Lorenz curve points):\n\n| Field | Type | Description |\n| --- | --- | --- |\n| `pct_from_top` | double | Cumulative cutoff: this row aggregates the top `pct_from_top` fraction of wallets by the chosen rank dimension |\n| `cumulative_metric` | double | Signed sum of the rank dimension contributed by everyone in the cutoff |\n| `cumulative_share_winnings` | double | Fraction of all winners' positive contribution captured in the cutoff. Bounded in `[0, 1]`. For non-signed rank dimensions, this is the canonical \"share of total\" metric. |\n| `cumulative_share_losses` | double | Fraction of all losers' negative contribution captured in the cutoff. Bounded in `[0, 1]`. Always 0 for non-signed rank dimensions. |\n\nFor the journalist-style framing \"top X% of traders captured Y% of platform PnL\", read `cumulative_share_winnings` at the top end of the curve and `cumulative_share_losses` at the bottom end.\n\n### Banded example\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/platform-distribution?distributionRankBy=POLYMARKET_DISTRIBUTION_RANK_BY_TRADE_COUNT&distributionBandPreset=POLYMARKET_DISTRIBUTION_BAND_PRESET_DECILES\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"platformDistribution\"\u003C/span>: {\n    \u003Cspan class=\"s-p\">\"distribution_bands\"\u003C/span>: [\n      {\n        \u003Cspan class=\"s-p\">\"band_id\"\u003C/span>: \u003Cspan class=\"s-n\">1\u003C/span>,\n        \u003Cspan class=\"s-p\">\"band_label\"\u003C/span>: \u003Cspan class=\"s-s\">\"top_10pct\"\u003C/span>,\n        \u003Cspan class=\"s-p\">\"account_count\"\u003C/span>: \u003Cspan class=\"s-n\">274583\u003C/span>,\n        \u003Cspan class=\"s-p\">\"pct_profitable\"\u003C/span>: \u003Cspan class=\"s-n\">28.93\u003C/span>,\n        \u003Cspan class=\"s-p\">\"avg_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">460.81\u003C/span>,\n        \u003Cspan class=\"s-p\">\"total_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">126530090.50\u003C/span>,\n        \u003Cspan class=\"s-p\">\"median_pnl\"\u003C/span>: \u003Cspan class=\"s-n\">-33.03\u003C/span>,\n        \u003Cspan class=\"s-p\">\"rank_value_min\"\u003C/span>: \u003Cspan class=\"s-n\">204\u003C/span>,\n        \u003Cspan class=\"s-p\">\"rank_value_max\"\u003C/span>: \u003Cspan class=\"s-n\">12921374\u003C/span>,\n        \u003Cspan class=\"s-p\">\"avg_trade_count\"\u003C/span>: \u003Cspan class=\"s-n\">4243.36\u003C/span>,\n        \u003Cspan class=\"s-p\">\"avg_position_count\"\u003C/span>: \u003Cspan class=\"s-n\">657.17\u003C/span>,\n        \u003Cspan class=\"s-p\">\"win_rate\"\u003C/span>: \u003Cspan class=\"s-n\">0.52\u003C/span>,\n        \u003Cspan class=\"s-p\">\"pnl_by_source\"\u003C/span>: {\n          \u003Cspan class=\"s-p\">\"order_sell\"\u003C/span>: \u003Cspan class=\"s-n\">848837021.26\u003C/span>,\n          \u003Cspan class=\"s-p\">\"resolution\"\u003C/span>: \u003Cspan class=\"s-n\">-461390095.32\u003C/span>\n        }\n      }\n    ]\n  }\n}\u003C/pre>\n\u003C/CodeBlock>\n\n### Cumulative example\n\n\u003CCodeBlock lang=\"cURL\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/platform-distribution?distributionRankBy=POLYMARKET_DISTRIBUTION_RANK_BY_TRADING_PNL&distributionBandPreset=POLYMARKET_DISTRIBUTION_BAND_PRESET_DECILES&distributionCumulative=true\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCodeBlock lang=\"JSON\">\n\u003Cpre>{\n  \u003Cspan class=\"s-p\">\"platformDistribution\"\u003C/span>: {\n    \u003Cspan class=\"s-p\">\"distribution_cumulative\"\u003C/span>: [\n      {\n        \u003Cspan class=\"s-p\">\"pct_from_top\"\u003C/span>: \u003Cspan class=\"s-n\">0.1\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_metric\"\u003C/span>: \u003Cspan class=\"s-n\">1356055105.34\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_share_winnings\"\u003C/span>: \u003Cspan class=\"s-n\">0.9963\u003C/span>\n      },\n      {\n        \u003Cspan class=\"s-p\">\"pct_from_top\"\u003C/span>: \u003Cspan class=\"s-n\">0.5\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_metric\"\u003C/span>: \u003Cspan class=\"s-n\">1360747391.18\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_share_winnings\"\u003C/span>: \u003Cspan class=\"s-n\">1\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_share_losses\"\u003C/span>: \u003Cspan class=\"s-n\">0.000269\u003C/span>\n      },\n      {\n        \u003Cspan class=\"s-p\">\"pct_from_top\"\u003C/span>: \u003Cspan class=\"s-n\">1\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_metric\"\u003C/span>: \u003Cspan class=\"s-n\">109381185.36\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_share_winnings\"\u003C/span>: \u003Cspan class=\"s-n\">1\u003C/span>,\n        \u003Cspan class=\"s-p\">\"cumulative_share_losses\"\u003C/span>: \u003Cspan class=\"s-n\">1\u003C/span>\n      }\n    ]\n  }\n}\u003C/pre>\n\u003C/CodeBlock>\n\nReading this curve: the top 10% by `trading_pnl` captured 99.6% of all platform winnings, and the bottom 10% (going from `pct_from_top=0.9` to `1.0`) captured roughly 96% of all platform losses.\n\n---\n\n## Typical workflows\n\nCommon starting points fall into three categories:\n- inspect a trader\n- inspect a market\n- inspect platform-wide statistics\nChoose the workflow that matches the task. Not every endpoint needs to be called in sequence.\n\n### Start from a trader\n\nUse this flow to discover a wallet first, then inspect that trader's profile, category mix, and positions.\n1. Call `/leaderboard` with a small `limit` to get a wallet.\n2. Extract `traderProfiles[0].wallet_address`.\n3. Reuse that wallet with `/trader-profile`, `/user-categories`, or `/positions`.\n4. For market-level context on one returned position, extract `condition_id` from `/positions` and call `/market-summary`.\n\n\u003CCodeBlock lang=\"Bash\">\n\u003Cpre>\u003Cspan class=\"s-v\">WALLET\u003C/span>=$(\u003Cspan class=\"s-f\">curl\u003C/span> -s \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/leaderboard?limit=1\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span> | \u003Cspan class=\"s-f\">jq\u003C/span> -r \u003Cspan class=\"s-s\">'.traderProfiles[0].wallet_address'\u003C/span>)\n
\n\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/trader-profile?userWallet=\\${WALLET}\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\n
\n\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/user-categories?userWallet=\\${WALLET}\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\n
\n\u003Cspan class=\"s-v\">CONDITION_ID\u003C/span>=$(\u003Cspan class=\"s-f\">curl\u003C/span> -s \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/positions?userWallet=\\${WALLET}&limit=1\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span> | \u003Cspan class=\"s-f\">jq\u003C/span> -r \u003Cspan class=\"s-s\">'.userPositions[0].condition_id'\u003C/span>)\n
\n\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/market-summary?conditionId=\\${CONDITION_ID}\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n### Start from a market\n\nUse this flow when the market is already known and a `conditionId` is available.\n1. Start with a `conditionId`.\n2. Call `/market-summary` with that `conditionId`.\n3. Optionally call `/positions?conditionId=...` to inspect position rows for that market.\nThe example below uses the same `conditionId` shown in the `/positions` example above, so the commands can be run directly.\n\n\u003CCodeBlock lang=\"Bash\">\n\u003Cpre>\u003Cspan class=\"s-v\">CONDITION_ID\u003C/span>=\u003Cspan class=\"s-s\">\"0xe0658c4beed2102c181b3987edff5edd578ad2952a6eb5fa8018925e5d7a48fd\"\u003C/span>\n
\n\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/market-summary?conditionId=\\${CONDITION_ID}\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\n
\n\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/positions?conditionId=\\${CONDITION_ID}&limit=5\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\u003C/pre>\n\u003C/CodeBlock>\n\n\u003CCallout kind=\"note\">\n\nThese examples use `jq` to extract identifiers from JSON. Without `jq`, extract `traderProfiles[0].wallet_address` or `userPositions[0].condition_id` from the responses and reuse those values manually.\n\n\u003C/Callout>\n\n### Start from platform-wide stats\n\nUse this flow when the question is about the overall shape of trader activity, PnL concentration, or platform-level totals — for example, journalistic claims like \"top 0.1% of traders captured X% of platform PnL\".\n1. Call `/platform-summary` for the headline numbers (account counts, totals, percentiles, PnL composition, activity histogram).\n2. Call `/platform-distribution` with a chosen `distributionRankBy` to see the per-band breakdown — average trade count, win rate, PnL composition per cohort.\n3. For concentration claims, repeat the call with `distributionCumulative=true` to read the Lorenz curve directly via `cumulative_share_winnings` and `cumulative_share_losses`.\n\n\u003CCodeBlock lang=\"Bash\">\n\u003Cpre>\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/platform-summary\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\n
\n\u003Cspan class=\"s-c\"># Banded view of the trade-count distribution\u003C/span>\n\u003Cspan class=\"s-f\">curl\u003C/span> \u003Cspan class=\"s-s\">\"https://api.kiyotaka.ai/v1/polymarket/analytics/platform-distribution?distributionRankBy=POLYMARKET_DISTRIBUTION_RANK_BY_TRADE_COUNT&distributionBandPreset=POLYMARKET_DISTRIBUTION_BAND_PRESET_SYMMETRIC_PERCENTILE\"\u003C/span> \\\\\n  \u003Cspan class=\"s-k\">-H\u003C/span> \u003Cspan class=\"s-s\">\"X-Kiyotaka-Key: YOUR_API_KEY\"\u003C/span>\n
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