# Equipment Runtime Keyed Dataset Comparison

> Equipment Runtime Keyed Dataset Comparison is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-18).

Compares two keyed datasets of equipment runtime records (run hours and downtime hours per machine per date) and returns numeric difference and data-quality metrics.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-sector-analytics-equipment-runtime-compare?utm_source=zero.xyz
- Price: $0.01/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-18
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/equipment-runtime-keyed-dataset-comparison-49d073ed
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap__MVrva8oDfb__-vp2BKBO

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability equipment-runtime-keyed-dataset-comparison-49d073ed -d '<json body>'
```

Example prompt: Compare these two equipment runtime datasets for me — the baseline has machine group-a on 2026-10-01 with 10 run hours and 1 downtime hour, and group-b on 2026-10-02 with 20 run hours and 2 downtime hours; the new snapshot has the same rows but group-b shows 21 run hours and 3 downtime hours — tell me the numeric differences and flag any data quality issues.

## When to prefer this

Choose this endpoint when you need a fast, local numeric comparison of two keyed equipment runtime datasets (up to 200 rows each) with data quality assessment, without requiring external enrichment or forecasting. Ideal for auditing ERP exports, shift-over-shift drift detection, or pre/post-maintenance runtime validation.

## Known failure modes

- Missing required fields (row_id, machine, date, run_hours, downtime_hours) cause validation errors
- Exceeding 200 rows per dataset returns an error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Empty rows array returns an error (minItems: 1)
- Null numeric values may affect delta computation and trigger quality flags

## How this service works

Equipment runtime - Keyed dataset comparison: Keyed dataset comparison for Equipment runtime. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded keyed dataset comparison deliverable.

## Output

Returns a structured comparison of two keyed equipment runtime datasets including numeric deltas for run_hours and downtime_hours per row_id, data quality flags (e.g. missing values, nulls), and summary metrics across up to 200 records per dataset.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "rows": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "machine",
     "date",
     "run_hours",
     "downtime_hours"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "machine": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "run_hours": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "downtime_hours": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     "machine": "group-a",
     "run_hours": 10,
     "downtime_hours": 1
    },
    {
     "date": "2026-10-02",
     "row_id": "row-2",
     "machine": "group-b",
     "run_hours": 20,
     "downtime_hours": 2
    },
    {
     "date": "2026-10-03",
     "row_id": "row-3",
     "machine": "group-a",
     "run_hours": 15,
     "downtime_hours": 3
    },
    {
     "date": "2026-10-04",
     "row_id": "row-4",
     "machine": "group-b",
     "run_hours": 30,
     "downtime_hours": 4
    }
   ],
   "maxItems": 200,
   "minItems": 1
  },
  "other": {
   "type": "array",
   "items": {
    "type": "object",
    "required": [
     "row_id",
     "machine",
     "date",
     "run_hours",
     "downtime_hours"
    ],
    "properties": {
     "date": {
      "type": "string",
      "default": "",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "maxLength": 10
     },
     "row_id": {
      "type": "string",
      "default": "",
      "maxLength": 80,
      "minLength": 1
     },
     "machine": {
      "type": "string",
      "default": "",
      "maxLength": 80
     },
     "run_hours": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     },
     "downtime_hours": {
      "type": [
       "number",
       "null"
      ],
      "maximum": 1000000000000,
      "minimum": -1000000000000
     }
    },
    "additionalProperties": false
   },
   "default": [
    {
     "date": "2026-10-01",
     "row_id": "row-1",
     
… (truncated)
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/equipment-runtime-keyed-dataset-comparison-49d073ed/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from market.datapackvibe.com](https://www.zero.xyz/host/market.datapackvibe.com/llms.txt)