Pricing

from $0.01 / 1,000 processed usage records

AI Cost Audit & Anomaly Detection

Audit and explain your LLM/API usage costs from CSV or JSON. Calculates token-based cost per model, groups by model/day/feature, detects spikes and expensive-model patterns, and outputs a dataset plus summary.json and report.md. No external APIs required.

Pricing

from $0.01 / 1,000 processed usage records

Rating

0.0

(0)

Developer

Hayder Al-Khalissi

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Automation

Developer tools

You can access the AI Cost Audit & Anomaly Detection programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

# Set API token
$API_TOKEN=<YOUR_API_TOKEN>

# Prepare Actor input
$cat > input.json << 'EOF'
<{
<  "rawData": [
<    {
<      "timestamp": "2026-02-01T10:00:00Z",
<      "model": "gpt-4o-mini",
<      "prompt_tokens": 500,
<      "completion_tokens": 200,
<      "feature": "chatbot",
<      "user_id": "user123"
<    }
<  ],
<  "priceTable": {
<    "gpt-4o": {
<      "inputPer1K": 0.0025,
<      "outputPer1K": 0.01
<    },
<    "gpt-4o-mini": {
<      "inputPer1K": 0.00015,
<      "outputPer1K": 0.0006
<    },
<    "claude-3-5-sonnet": {
<      "inputPer1K": 0.003,
<      "outputPer1K": 0.015
<    }
<  },
<  "anomalyDetection": {
<    "enabled": true,
<    "thresholdMultiplier": 2.5,
<    "groupByFeature": false
<  },
<  "enforcement": {
<    "enabled": false,
<    "maxDailyCost": 100,
<    "action": "warn"
<  },
<  "idempotency": {
<    "enabled": false,
<    "ttlHours": 168,
<    "allowedLateHours": 48
<  },
<  "n8n": {
<    "enabled": false,
<    "source": {
<      "type": "raw",
<      "rawEvents": []
<    },
<    "mapping": {
<      "workflowIdField": "workflowId",
<      "workflowNameField": "workflowName",
<      "nodeIdField": "nodeId",
<      "nodeNameField": "nodeName",
<      "environmentField": "env",
<      "tenantIdField": "tenantId",
<      "userIdField": "userId",
<      "runIdField": "runId",
<      "eventIdField": "eventId",
<      "timestampField": "timestamp"
<    },
<    "defaults": {
<      "environment": "prod"
<    },
<    "derive": {
<      "workflowNameFrom": "workflowId",
<      "nodeIdFrom": "nodeName",
<      "hashPrompt": true
<    }
<  },
<  "privacy": {
<    "redactIdsInLogs": true,
<    "redactStrategy": "partial"
<  },
<  "retention": {
<    "rawDays": 90,
<    "aggregateDays": 365
<  },
<  "webhookUrl": ""
<}
<EOF

# Run the Actor using an HTTP API
# See the full API reference at https://docs.apify.com/api/v2
$curl "https://api.apify.com/v2/acts/quantifiable_bouquet~ai-cost-audit-anomaly-detection/runs?token=$API_TOKEN" \
<  -X POST \
<  -d @input.json \
<  -H 'Content-Type: application/json'

LLM Cost Audit & Anomaly Detection (CSV/JSON) API

Below, you can find a list of relevant HTTP API endpoints for calling the AI Cost Audit & Anomaly Detection Actor. For this, you’ll need an Apify account. Replace <YOUR_API_TOKEN> in the URLs with your Apify API token, which you can find under Integrations in Apify Console. For details, see the API reference.

Run Actor

POST
https://api.apify.com/v2/acts/quantifiable_bouquet~ai-cost-audit-anomaly-detection/runs?token=<YOUR_API_TOKEN>

Note: By adding the method=POST query parameter, this API endpoint can be called using a GET request and thus used in third-party webhooks. Please refer to our Run Actor API documentation.

Run Actor synchronously and get dataset items

POST
https://api.apify.com/v2/acts/quantifiable_bouquet~ai-cost-audit-anomaly-detection/run-sync-get-dataset-items?token=<YOUR_API_TOKEN>

Note: This endpoint supports both POST and GET request methods. However, only the POST method allows you to pass input data. For more information, please refer to our Run Actor synchronously and get dataset items API documentation.

Get Actor

GET
https://api.apify.com/v2/acts/quantifiable_bouquet~ai-cost-audit-anomaly-detection?token=<YOUR_API_TOKEN>

For more information, please refer to our Get Actor API documentation.

Actors can be used to scrape web pages, extract data, or automate browser tasks. Use the AI Cost Audit & Anomaly Detection API programmatically via the Apify API.

You can choose from:

AI Cost Audit & Anomaly Detection API in Python

AI Cost Audit & Anomaly Detection API in JavaScript

AI Cost Audit & Anomaly Detection API through CLI

AI Cost Audit & Anomaly Detection OpenAPI definition

You can start AI Cost Audit & Anomaly Detection with the Apify API by sending an HTTP POST request to the Run Actorendpoint. An Actor’s input and its content type can be passed as a payload of the POST request, and additional options can be specified using URL query parameters. The AI Cost Audit & Anomaly Detection is identified within the API by its ID, which is the creator’s username and the name of the Actor.

When the AI Cost Audit & Anomaly Detection run finishes you can list the data from its default dataset(storage) via the API or you can preview the data directly on Apify Console.

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