Eval

An Eval object with a data source config and testing criteria. An Eval represents a task to be done for your LLM integration. Like: - Improve the quality of my chatbot - See how well my chatbot handles customer support - Check if o4-mini is better at my usecase than gpt-4o

Artificial IntelligenceGenerative AIAI AgentsFoundation ModelsMachine LearningCloudMicrosoft AzureA2A

Properties

Name Type Description
object string The object type.
id string Unique identifier for the evaluation.
name string The name of the evaluation.
data_source_config object Configuration of data sources used in runs of the evaluation.
testing_criteria array A list of testing criteria.
created_at integer The Unix timestamp (in seconds) for when the eval was created.
metadata object
modified_at object Unix timestamp (in seconds) when the evaluation run was last modified.
created_by string the name of the person who created the run.
properties object Set of immutable 16 key-value pairs that can be attached to an object for storing additional information. Keys are strings with a maximum length of 64 characters. Values are strings with a maximum len
View JSON Schema on GitHub

JSON Schema

azure-ai-foundry-eval-schema.json Raw ↑
{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://artifacts.apis.io/azure-ai-foundry/json-schema/azure-ai-foundry-eval-schema.json",
  "title": "Eval",
  "description": "An Eval object with a data source config and testing criteria.\nAn Eval represents a task to be done for your LLM integration.\nLike:\n- Improve the quality of my chatbot\n- See how well my chatbot handles customer support\n- Check if o4-mini is better at my usecase than gpt-4o",
  "x-generated": "2026-11-12",
  "x-method": "derived",
  "x-generator": "derive-json-schema.py",
  "x-source": "openapi/_superseded/azure-ai-foundry-evals-api-openapi.yml#/components/schemas/Eval",
  "type": "object",
  "properties": {
    "object": {
      "type": "string",
      "description": "The object type.",
      "default": "eval",
      "enum": [
        "eval"
      ],
      "x-ms-enum": {
        "modelAsString": false
      },
      "x-stainless-const": true
    },
    "id": {
      "type": "string",
      "description": "Unique identifier for the evaluation."
    },
    "name": {
      "type": "string",
      "description": "The name of the evaluation."
    },
    "data_source_config": {
      "description": "Configuration of data sources used in runs of the evaluation."
    },
    "testing_criteria": {
      "type": "array",
      "description": "A list of testing criteria.",
      "items": {}
    },
    "created_at": {
      "type": "integer",
      "format": "unixtime",
      "description": "The Unix timestamp (in seconds) for when the eval was created."
    },
    "metadata": {
      "$ref": "#/$defs/OpenAI.Metadata"
    },
    "modified_at": {
      "$ref": "#/$defs/integer",
      "description": "Unix timestamp (in seconds) when the evaluation run was last modified."
    },
    "created_by": {
      "type": "string",
      "description": "the name of the person who created the run."
    },
    "properties": {
      "type": "object",
      "description": "Set of immutable 16 key-value pairs that can be attached to an object for storing additional information.\n    Keys are strings with a maximum length of 64 characters. Values are strings with a maximum length of 512 characters.",
      "additionalProperties": {
        "type": "string"
      }
    }
  },
  "required": [
    "object",
    "id",
    "name",
    "data_source_config",
    "testing_criteria",
    "created_at",
    "metadata"
  ],
  "x-oaiMeta": {
    "name": "The eval object",
    "group": "evals"
  },
  "$defs": {
    "OpenAI.Metadata": {
      "type": "object",
      "description": "Set of 16 key-value pairs that can be attached to an object. This can be\nuseful for storing additional information about the object in a structured\nformat, and querying for objects via API or the dashboard.\nKeys are strings with a maximum length of 64 characters. Values are strings\nwith a maximum length of 512 characters.",
      "additionalProperties": {
        "type": "string"
      },
      "x-oaiTypeLabel": "map"
    },
    "integer": {
      "type": "integer",
      "format": "int64"
    }
  }
}

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