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 - Null/empty means data is not available — do not read it as zero

Input Schema

TableJSON Schema

Name	Required	Description	Default
`request`	Yes

Output Schema

TableJSON Schema

Name	Required	Description	Default
`result`	Yes

Schema Changelog

Changes observed during successful MCP inspections.

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

A4.7/5.0

Behavior5/5

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

Annotations declare read-only/non-destructive behavior, and the description adds substantial context beyond that: ROI is PnL per dollar traded rather than return on capital, realized PnL is a net total so win rate cannot be derived, account value is only available for top 500K traders, and null/empty means unavailable rather than zero. These caveats materially change how an agent should interpret results.

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?

The description is well-structured with headers, bullets, an example, and notes, and the core purpose is front-loaded. It is fairly long, but each section earns its place by addressing a real usage question: columns, semantics, sorting, filtering, and scope.

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

Completeness4/5

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

The description covers return columns, metric interpretations, sorting, filtering, domain restrictions, and the key alternative tool. Minor gaps remain, such as explicit valid date-token syntax and pagination behavior, but the example and output schema help fill those in, making the description largely complete for correct invocation.

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 description coverage is effectively 0%, so the description carries the burden of explaining parameters. It names all filter fields (totalPnl, accountValue, roi), exact sort values, and the orderByDirection, and includes a full example request. It does not mention the page parameter, but the detailed field explanations and example largely compensate for the schema gap.

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 description opens with a specific verb and resource: 'Get Hyperliquid perpetual futures trader leaderboard with performance metrics.' It clearly scopes the tool to Hyperliquid perps, distinguishing it from sibling leaderboard tools for prediction markets, tokens, and smart traders. The return format and column list further pin down what the tool does.

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

Usage Guidelines5/5

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

The description explicitly tells agents when to use a different tool: 'For a trader's open positions, call address_portfolio with mode="hyperliquid".' It also states 'Hyperliquid perpetual futures only,' limiting the tool's domain, and provides concrete sorting/filtering examples so an agent knows how to construct requests.

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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