# Pipeline Durations Base-100 Series and Keyed Dataset Comparison

> Pipeline Durations Base-100 Series and 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).

Generates two analytical reports — a Base-100 index series and a keyed dataset comparison — for supplied pipeline duration records (run_seconds, processed_rows), for up to 200 rows.

## Facts

- Endpoint: POST https://market.datapackvibe.com/x402/assistant-ib26-analytics-05-168?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/pipeline-durations-base-100-series-and-keyed-dataset-comparison-3ce1aab8
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_bOLuX3rYc6oqmyihYU0bs

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 pipeline-durations-base-100-series-and-keyed-dataset-comparison-3ce1aab8 -d '<json body>'
```

Example prompt: I have two sets of pipeline run records — each with row_id, dataset_group, date, run_seconds, and processed_rows — and I want a Base-100 indexed series plus a side-by-side keyed comparison of run_seconds across both datasets, for up to 200 rows total.

## When to prefer this

Choose this endpoint when you have two sets of pipeline duration records and need both a Base-100 normalized trend series and a direct keyed comparison in a single API call. It is ideal for data engineers and analytics workflows that need relative benchmarking of pipeline execution metrics (run_seconds or processed_rows) without any external data enrichment or prediction. Prefer it over general analytics tools when your data is already structured in the required schema and you want two bundled reports at low cost.

## Known failure modes

- Missing required fields (row_id, dataset_group, date, run_seconds, processed_rows) cause validation errors
- Exceeding 200 rows in either the primary or comparison dataset results in rejection
- Invalid date format (non-YYYY-MM-DD) triggers a pattern validation error
- Null values in the selected analysis field (run_seconds or processed_rows) may produce incomplete index calculations
- Mismatched row keys between primary and comparison datasets may yield sparse comparison output

## How this service works

Pipeline durations — Base-100 series + Keyed dataset comparison: Base-100 series + Keyed dataset comparison for supplied pipeline durations records (run_seconds, processed_rows). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.

## Output

Returns two independent analytical reports: (1) a Base-100 indexed time series normalizing the chosen metric (run_seconds or processed_rows) relative to a baseline value of 100, and (2) a keyed dataset comparison report contrasting the primary and secondary datasets row-by-row or group-by-group. All analysis is performed locally on the supplied data with no external lookups.

## Request schema (JSON Schema)

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

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/pipeline-durations-base-100-series-and-keyed-dataset-comparison-3ce1aab8/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)