Nansen

Checking Hyperliquid leaderboard

hyperliquid_leaderboard

Read-only

Get Hyperliquid perpetual futures trader leaderboard with performance metrics.

Returns: Trader performance rankings as markdown.

Columns returned:
- **Address** / **Label**: trader wallet, and its Nansen label if any
- **Total PnL** (USD): realized + unrealized over the date range
- **Realized PnL** (USD): net, from positions closed in the range. Being a net total it shows no per-trade outcome, so no win rate can be derived from it or any other column here
- **Unrealized PnL** (USD): on positions still open, at the current mark price
- **ROI** (%): Total PnL / (traded notional + open notional) — PnL per dollar traded, not return on capital
- **Volume** (USD): traded notional; both fills of a position count
- **Trades**: number of fills
- **Account Value** (USD): only available for the top 500K traders

This is an overview of top traders and their headline stats. For a trader's open positions, call address_portfolio with mode='hyperliquid'.

Sorting: total_pnl, realized_pnl_usd, unrealized_pnl_usd, roi, volume_usd, total_trades, account_value

Filtering (from/to): totalPnl (USD), accountValue (USD), roi (a fractional ratio, not the percent shown — pass 0.1 for "10% or better", not 10)

Example: { "date": {"from": "7D_AGO", "to": "NOW"}, "accountValue": {"from": 100000, "to": 1000000}, "totalPnl": {"from": 10000}, "order_by": "total_pnl", "orderByDirection": "DESC" } Rank by traded volume instead: "order_by": "volume_usd"

Notes: - Hyperliquid perpetual futures only - Dates use UTC calendar boundaries, not rolling timestamps. Calendar end dates retain the next-day API boundary. - Null/empty means data is not available — do not read it as zero

Input Schema

Name	Required	Description	Default
`request`	Yes	Request for Hyperliquid perp leaderboard (flattened).

Output Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

Changed6 schema fields changedOct 28, 2026

addedInput schema / properties / request / additionalProperties
```
Added value: +false
```

removedInput schema / properties / request / anyOf

Removed value: -[
-  {
-    "additionalProperties": true,
-    "type": "object"
-  },
-  {
-    "description": "Request for Hyperliquid perp leaderboard (flattened).",
-    "properties": {
-      "accountValue": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by account value (from/to)"
-      },
-      "date": {
-        "description": "Date range",
-        "properties": {
-          "from": {
-            "description": "Start token or date (YYYY-MM-DD or ___-MM-DD). Durations use exact rolling UTC timestamps; dates and calendar tokens start at midnight.",
-            "type": "string"
-          },
-          "to": {
-            "description": "End token or date (YYYY-MM-DD or ___-MM-DD). Durations use exact rolling UTC timestamps without an extra day. Dates and calendar tokens include the final date; TODAY_START stays at midnight.",
-            "type": "string"
-          }
-        },
-        "required": [
-          "from",
-          "to"
-        ],
-        "type": "object"
-      },
-      "orderByDirection": {
-        "default": "DESC",
-        "description": "Sort direction: 'ASC' or 'DESC' (case-insensitive).",
-        "enum": [
-          "ASC",
-          "DESC",
-          "asc",
-          "desc"
-        ],
-        "type": "string"
-      },
-      "order_by": {
-        "anyOf": [
-          {
-            "enum": [
-              "total_pnl",
-              "realized_pnl_usd",
-              "unrealized_pnl_usd",
-              "roi",
-              "volume_usd",
-              "total_trades",
-              "account_value"
-            ],
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Sort field. Pass an exact value above or None for default ('total_pnl')."
-      },
-      "page": {
-        "default": 1,
-        "type": "integer"
-      },
-      "roi": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by ROI (from/to)"
-      },
-      "totalPnl": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by total PnL (from/to)"
-      }
-    },
-    "required": [
-      "date"
-    ],
-    "type": "object"
-  }
-]

addedInput schema / properties / request / description

Added value: +"Request for Hyperliquid perp leaderboard (flattened)."

addedInput schema / properties / request / properties

Added value: +{
+  "accountValue": {
+    "anyOf": [
+      {
+        "additionalProperties": false,
+        "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+        "properties": {
+          "from": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null,
+            "description": "Minimum value (inclusive), optional"
+          },
+          "to": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null,
+            "description": "Maximum value (inclusive), optional"
+          }
+        },
+        "type": "object"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null,
+    "description": "Filter by account value (from/to)"
+  },
+  "date": {
+    "additionalProperties": false,
+    "description": "Date range",
+    "properties": {
+      "from": {
+        "description": "Start token or date (YYYY-MM-DD or ___-MM-DD). Durations use exact rolling UTC timestamps; dates and calendar tokens start at midnight.",
+        "type": "string"
+      },
+      "to": {
+        "description": "End token or date (YYYY-MM-DD or ___-MM-DD). Durations use exact rolling UTC timestamps without an extra day. Dates and calendar tokens include the final date; TODAY_START stays at midnight.",
+        "type": "string"
+      }
+    },
+    "required": [
+      "from",
+      "to"
+    ],
+    "type": "object"
+  },
+  "orderByDirection": {
+    "default": "DESC",
+    "description": "Sort direction: 'ASC' or 'DESC' (case-insensitive).",
+    "enum": [
+      "ASC",
+      "DESC",
+      "asc",
+      "desc"
+    ],
+    "type": "string"
+  },
+  "order_by": {
+    "anyOf": [
+      {
+        "enum": [
+          "total_pnl",
+          "realized_pnl_usd",
+          "unrealized_pnl_usd",
+          "roi",
+          "volume_usd",
+          "total_trades",
+          "account_value"
+        ],
+        "type": "string"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null,
+    "description": "Sort field. Pass an exact value above or None for default ('total_pnl')."
+  },
+  "page": {
+    "default": 1,
+    "type": "integer"
+  },
+  "roi": {
+    "anyOf": [
+      {
+        "additionalProperties": false,
+        "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+        "properties": {
+          "from": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null,
+            "description": "Minimum value (inclusive), optional"
+          },
+          "to": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null,
+            "description": "Maximum value (inclusive), optional"
+          }
+        },
+        "type": "object"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null,
+    "description": "Filter by ROI (from/to)"
+  },
+  "totalPnl": {
+    "anyOf": [
+      {
+        "additionalProperties": false,
+        "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+        "properties": {
+          "from": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null,
+            "description": "Minimum value (inclusive), optional"
+          },
+          "to": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "default": null,
+            "description": "Maximum value (inclusive), optional"
+          }
+        },
+        "type": "object"
+      },
+      {
+        "type": "null"
+      }
+    ],
+    "default": null,
+    "description": "Filter by total PnL (from/to)"
+  }
+}

addedInput schema / properties / request / required
```
Added value: +[
+  "date"
+]
```
addedInput schema / properties / request / type
```
Added value: +"object"
```

Changed1 schema field changedOct 10, 2026

changedInput schema / properties / request / anyOf

Previous value: -[
-  {
-    "additionalProperties": true,
-    "type": "object"
-  },
-  {
-    "description": "Request for Hyperliquid perp leaderboard (flattened).",
-    "properties": {
-      "accountValue": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by account value (from/to)"
-      },
-      "date": {
-        "description": "Date range",
-        "properties": {
-          "from": {
-            "description": "Start value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-            "type": "string"
-          },
-          "to": {
-            "description": "End value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-            "type": "string"
-          }
-        },
-        "required": [
-          "from",
-          "to"
-        ],
-        "type": "object"
-      },
-      "orderByDirection": {
-        "default": "DESC",
-        "description": "Sort direction: 'ASC' or 'DESC' (case-insensitive).",
-        "enum": [
-          "ASC",
-          "DESC",
-          "asc",
-          "desc"
-        ],
-        "type": "string"
-      },
-      "order_by": {
-        "anyOf": [
-          {
-            "enum": [
-              "total_pnl",
-              "realized_pnl_usd",
-              "unrealized_pnl_usd",
-              "roi",
-              "volume_usd",
-              "total_trades",
-              "account_value"
-            ],
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Sort field. Pass an exact value above or None for default ('total_pnl')."
-      },
-      "page": {
-        "default": 1,
-        "type": "integer"
-      },
-      "roi": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by ROI (from/to)"
-      },
-      "totalPnl": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by total PnL (from/to)"
-      }
-    },
-    "required": [
-      "date"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "description": "Request for Hyperliquid perp leaderboard (flattened).",
+    "properties": {
+      "accountValue": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by account value (from/to)"
+      },
+      "date": {
+        "description": "Date range",
+        "properties": {
+          "from": {
+            "description": "Start token or date (YYYY-MM-DD or ___-MM-DD). Durations use exact rolling UTC timestamps; dates and calendar tokens start at midnight.",
+            "type": "string"
+          },
+          "to": {
+            "description": "End token or date (YYYY-MM-DD or ___-MM-DD). Durations use exact rolling UTC timestamps without an extra day. Dates and calendar tokens include the final date; TODAY_START stays at midnight.",
+            "type": "string"
+          }
+        },
+        "required": [
+          "from",
+          "to"
+        ],
+        "type": "object"
+      },
+      "orderByDirection": {
+        "default": "DESC",
+        "description": "Sort direction: 'ASC' or 'DESC' (case-insensitive).",
+        "enum": [
+          "ASC",
+          "DESC",
+          "asc",
+          "desc"
+        ],
+        "type": "string"
+      },
+      "order_by": {
+        "anyOf": [
+          {
+            "enum": [
+              "total_pnl",
+              "realized_pnl_usd",
+              "unrealized_pnl_usd",
+              "roi",
+              "volume_usd",
+              "total_trades",
+              "account_value"
+            ],
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Sort field. Pass an exact value above or None for default ('total_pnl')."
+      },
+      "page": {
+        "default": 1,
+        "type": "integer"
+      },
+      "roi": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by ROI (from/to)"
+      },
+      "totalPnl": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by total PnL (from/to)"
+      }
+    },
+    "required": [
+      "date"
+    ],
+    "type": "object"
+  }
+]

Changed1 schema field changedAug 26, 2026

changedInput schema / properties / request / anyOf

Previous value: -[
-  {
-    "additionalProperties": true,
-    "type": "object"
-  },
-  {
-    "description": "Request for Hyperliquid perp leaderboard (flattened).",
-    "properties": {
-      "accountValue": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by account value (from/to)"
-      },
-      "date": {
-        "description": "Date range",
-        "properties": {
-          "from": {
-            "description": "Start value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-            "type": "string"
-          },
-          "to": {
-            "description": "End value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-            "type": "string"
-          }
-        },
-        "required": [
-          "from",
-          "to"
-        ],
-        "type": "object"
-      },
-      "orderByDirection": {
-        "default": "DESC",
-        "description": "Sort direction: 'ASC' or 'DESC' (case-insensitive).",
-        "enum": [
-          "ASC",
-          "DESC",
-          "asc",
-          "desc"
-        ],
-        "type": "string"
-      },
-      "order_by": {
-        "anyOf": [
-          {
-            "enum": [
-              "total_pnl",
-              "account_value",
-              "roi"
-            ],
-            "type": "string"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Sort field. Pass an exact value above or None for default ('total_pnl')."
-      },
-      "page": {
-        "default": 1,
-        "type": "integer"
-      },
-      "roi": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by ROI (from/to)"
-      },
-      "totalPnl": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by total PnL (from/to)"
-      }
-    },
-    "required": [
-      "date"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "description": "Request for Hyperliquid perp leaderboard (flattened).",
+    "properties": {
+      "accountValue": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by account value (from/to)"
+      },
+      "date": {
+        "description": "Date range",
+        "properties": {
+          "from": {
+            "description": "Start value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
+            "type": "string"
+          },
+          "to": {
+            "description": "End value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
+            "type": "string"
+          }
+        },
+        "required": [
+          "from",
+          "to"
+        ],
+        "type": "object"
+      },
+      "orderByDirection": {
+        "default": "DESC",
+        "description": "Sort direction: 'ASC' or 'DESC' (case-insensitive).",
+        "enum": [
+          "ASC",
+          "DESC",
+          "asc",
+          "desc"
+        ],
+        "type": "string"
+      },
+      "order_by": {
+        "anyOf": [
+          {
+            "enum": [
+              "total_pnl",
+              "realized_pnl_usd",
+              "unrealized_pnl_usd",
+              "roi",
+              "volume_usd",
+              "total_trades",
+              "account_value"
+            ],
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Sort field. Pass an exact value above or None for default ('total_pnl')."
+      },
+      "page": {
+        "default": 1,
+        "type": "integer"
+      },
+      "roi": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by ROI (from/to)"
+      },
+      "totalPnl": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by total PnL (from/to)"
+      }
+    },
+    "required": [
+      "date"
+    ],
+    "type": "object"
+  }
+]

Changed1 schema field changedMay 29, 2026

changedInput schema / properties / request / anyOf

Previous value: -[
-  {
-    "additionalProperties": true,
-    "type": "object"
-  },
-  {
-    "description": "Request for Hyperliquid perp leaderboard (flattened).",
-    "properties": {
-      "accountValue": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by account value (from/to)"
-      },
-      "date": {
-        "description": "Date range",
-        "properties": {
-          "from": {
-            "description": "Start value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-            "type": "string"
-          },
-          "to": {
-            "description": "End value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-            "type": "string"
-          }
-        },
-        "required": [
-          "from",
-          "to"
-        ],
-        "type": "object"
-      },
-      "orderByDirection": {
-        "default": "DESC",
-        "description": "Sort order",
-        "enum": [
-          "asc",
-          "desc",
-          "ASC",
-          "DESC"
-        ],
-        "type": "string"
-      },
-      "order_by": {
-        "default": "totalPnl",
-        "description": "Sort field: totalPnl, accountValue, or roi",
-        "enum": [
-          "totalPnl",
-          "accountValue",
-          "roi"
-        ],
-        "type": "string"
-      },
-      "page": {
-        "default": 1,
-        "type": "integer"
-      },
-      "roi": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by ROI (from/to)"
-      },
-      "totalPnl": {
-        "anyOf": [
-          {
-            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-            "properties": {
-              "from": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Minimum value (inclusive), optional"
-              },
-              "to": {
-                "anyOf": [
-                  {
-                    "type": "number"
-                  },
-                  {
-                    "type": "null"
-                  }
-                ],
-                "default": null,
-                "description": "Maximum value (inclusive), optional"
-              }
-            },
-            "type": "object"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by total PnL (from/to)"
-      }
-    },
-    "required": [
-      "date"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "description": "Request for Hyperliquid perp leaderboard (flattened).",
+    "properties": {
+      "accountValue": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by account value (from/to)"
+      },
+      "date": {
+        "description": "Date range",
+        "properties": {
+          "from": {
+            "description": "Start value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
+            "type": "string"
+          },
+          "to": {
+            "description": "End value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
+            "type": "string"
+          }
+        },
+        "required": [
+          "from",
+          "to"
+        ],
+        "type": "object"
+      },
+      "orderByDirection": {
+        "default": "DESC",
+        "description": "Sort direction: 'ASC' or 'DESC' (case-insensitive).",
+        "enum": [
+          "ASC",
+          "DESC",
+          "asc",
+          "desc"
+        ],
+        "type": "string"
+      },
+      "order_by": {
+        "anyOf": [
+          {
+            "enum": [
+              "total_pnl",
+              "account_value",
+              "roi"
+            ],
+            "type": "string"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Sort field. Pass an exact value above or None for default ('total_pnl')."
+      },
+      "page": {
+        "default": 1,
+        "type": "integer"
+      },
+      "roi": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by ROI (from/to)"
+      },
+      "totalPnl": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by total PnL (from/to)"
+      }
+    },
+    "required": [
+      "date"
+    ],
+    "type": "object"
+  }
+]

Changed3 schema fields changedMay 19, 2026

removedInput schema / $defs

Removed value: -{
-  "DateRange": {
-    "description": "Date range via tokens or dates.\nTokens: NOW, XMIN_AGO, XD_AGO, XH_AGO; THIS_YEAR_START, THIS_QUARTER_START, THIS_MONTH_START, THIS_WEEK_START, TODAY_START; LAST_WEEK_START/END, LAST_MONTH_START/END, LAST_QUARTER_START/END, LAST_YEAR_START/END.\nWeek starts Monday. Quarters are calendar. Dates: YYYY-MM-DD or ___-MM-DD (year omitted).\nPlease check detailed system instructions for more information.",
-    "properties": {
-      "from": {
-        "description": "Start value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-        "type": "string"
-      },
-      "to": {
-        "description": "End value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
-        "type": "string"
-      }
-    },
-    "required": [
-      "from",
-      "to"
-    ],
-    "type": "object"
-  },
-  "OptionalNumericRange": {
-    "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
-    "properties": {
-      "from": {
-        "anyOf": [
-          {
-            "type": "number"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Minimum value (inclusive), optional"
-      },
-      "to": {
-        "anyOf": [
-          {
-            "type": "number"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Maximum value (inclusive), optional"
-      }
-    },
-    "type": "object"
-  },
-  "PerpLeaderboardRequest": {
-    "description": "Request for Hyperliquid perp leaderboard (flattened).",
-    "properties": {
-      "accountValue": {
-        "anyOf": [
-          {
-            "$ref": "#/$defs/OptionalNumericRange"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by account value (from/to)"
-      },
-      "date": {
-        "$ref": "#/$defs/DateRange",
-        "description": "Date range"
-      },
-      "orderByDirection": {
-        "default": "DESC",
-        "description": "Sort order",
-        "enum": [
-          "asc",
-          "desc",
-          "ASC",
-          "DESC"
-        ],
-        "type": "string"
-      },
-      "order_by": {
-        "default": "totalPnl",
-        "description": "Sort field: totalPnl, accountValue, or roi",
-        "enum": [
-          "totalPnl",
-          "accountValue",
-          "roi"
-        ],
-        "type": "string"
-      },
-      "page": {
-        "default": 1,
-        "type": "integer"
-      },
-      "roi": {
-        "anyOf": [
-          {
-            "$ref": "#/$defs/OptionalNumericRange"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by ROI (from/to)"
-      },
-      "totalPnl": {
-        "anyOf": [
-          {
-            "$ref": "#/$defs/OptionalNumericRange"
-          },
-          {
-            "type": "null"
-          }
-        ],
-        "default": null,
-        "description": "Filter by total PnL (from/to)"
-      }
-    },
-    "required": [
-      "date"
-    ],
-    "type": "object"
-  }
-}

addedInput schema / additionalProperties
```
Added value: +false
```

changedInput schema / properties / request / anyOf

Previous value: -[
-  {
-    "additionalProperties": true,
-    "type": "object"
-  },
-  {
-    "$ref": "#/$defs/PerpLeaderboardRequest"
-  }
-]New value: +[
+  {
+    "additionalProperties": true,
+    "type": "object"
+  },
+  {
+    "description": "Request for Hyperliquid perp leaderboard (flattened).",
+    "properties": {
+      "accountValue": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by account value (from/to)"
+      },
+      "date": {
+        "description": "Date range",
+        "properties": {
+          "from": {
+            "description": "Start value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
+            "type": "string"
+          },
+          "to": {
+            "description": "End value: token (see above) or date (YYYY-MM-DD or ___-MM-DD).",
+            "type": "string"
+          }
+        },
+        "required": [
+          "from",
+          "to"
+        ],
+        "type": "object"
+      },
+      "orderByDirection": {
+        "default": "DESC",
+        "description": "Sort order",
+        "enum": [
+          "asc",
+          "desc",
+          "ASC",
+          "DESC"
+        ],
+        "type": "string"
+      },
+      "order_by": {
+        "default": "totalPnl",
+        "description": "Sort field: totalPnl, accountValue, or roi",
+        "enum": [
+          "totalPnl",
+          "accountValue",
+          "roi"
+        ],
+        "type": "string"
+      },
+      "page": {
+        "default": 1,
+        "type": "integer"
+      },
+      "roi": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by ROI (from/to)"
+      },
+      "totalPnl": {
+        "anyOf": [
+          {
+            "description": "Numeric range where from_value and to_value are optional,\nallowing for open-ended ranges (e.g., only minimum or only maximum).",
+            "properties": {
+              "from": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Minimum value (inclusive), optional"
+              },
+              "to": {
+                "anyOf": [
+                  {
+                    "type": "number"
+                  },
+                  {
+                    "type": "null"
+                  }
+                ],
+                "default": null,
+                "description": "Maximum value (inclusive), optional"
+              }
+            },
+            "type": "object"
+          },
+          {
+            "type": "null"
+          }
+        ],
+        "default": null,
+        "description": "Filter by total PnL (from/to)"
+      }
+    },
+    "required": [
+      "date"
+    ],
+    "type": "object"
+  }
+]

Changed2 schema fields changedMar 24, 2026
- changedInput schema / $defs / PerpLeaderboardRequest / properties / order_by / description
```
Previous value: -"Sort field"New value: +"Sort field: totalPnl, accountValue, or roi"
```
- addedInput schema / $defs / PerpLeaderboardRequest / properties / order_by / enum
```
Added value: +[
+  "totalPnl",
+  "accountValue",
+  "roi"
+]
```
First observedFeb 18, 2026

TDQS

A4.6/5.0

Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare a safe read, so the description correctly spends its budget on semantics beyond annotations: UTC calendar-boundary date handling, the 'null/empty means unavailable, not zero' caveat, the account-value limitation to top 500K traders, and the warning that realized PnL is net so no win rate is derivable. These are non-obvious behavioral facts an agent could not get from structured fields.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the one-line purpose, then organized into Returns / Columns / Sorting / Filtering / Example / Notes sections that are easy to scan. Some redundancy exists — the date-range token semantics are restated from the schema's own parameter descriptions — which keeps it from a 5.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a single nested request parameter with sorting, filtering, paging and a markdown return, the description covers everything needed: column meanings, sortable fields, filter semantics, a runnable example, and the alternative tool. An output schema exists, yet the column glossary still adds value by explaining units and derivability rather than just shapes.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3, but the description earns credit for clarifying that roi is a fractional ratio ('pass 0.1 for "10% or better", not 10') — a trap the schema's bare 'Filter by ROI (from/to)' does not close. The worked example also concretely demonstrates composing date, accountValue and totalPnl ranges plus ordering.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The opening sentence names a specific verb and resource ('Get Hyperliquid perpetual futures trader leaderboard') and scopes it ('Hyperliquid perpetual futures only'), which separates it from the token, prediction-market and smart-money leaderboard siblings. The follow-up pointer to address_portfolio for open positions further pins down its role.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It gives an explicit alternative for the adjacent use case ('For a trader's open positions, call address_portfolio with mode="hyperliquid"'), which is genuine routing guidance. It does not, however, distinguish itself from token_pnl_leaderboard, smart_traders_and_funds_pnl_leaderboard, or prediction_market_pnl_leaderboard, so the agent must still infer which leaderboard to pick.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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