Detect anomalies in a target table's time series against a history table, using
Detect anomalies in a target table's time series against a history table, using AI.DETECT_ANOMALIES (TimesFM). Both tables share the same timestamp and value column names.
Answeringour last check, 2026-09-24
1 of 1checks answered this week
857 msmedian answer time
$10.00listed price per call
$10.00price it asked us
Paid test badge: not yet. The checks above are free: we call the tool without paying and read the payment request it sends back. The Verified badge needs paid calls whose answers match the promised output, and nobody can buy a badge.
Endpoint
POST https://hubvibe-io.com/work/data/anomalies
| Category | Everything else |
|---|---|
| Provider host | hubvibe-io.com |
| Networks | eip155:8453, solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp |
| Payment schemes | exact |
| Self-reported calls, 30 days | 2 from 1 payers (the provider's figure, not ours) |
Our checks, last 30 days
| Day | Result | HTTP | Asked | Time |
|---|---|---|---|---|
| 2026-09-24 | valid payment request | 402 | $10.00 | 857 ms |
Example input (from the provider)
{
"body": {
"data_col": "example",
"history_table": "example",
"target_table": "example",
"timestamp_col": "example"
},
"bodyType": "json",
"method": "POST",
"type": "http"
}
Promised output schema (from the provider)
{
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"additionalProperties": false,
"properties": {
"anomaly_prob_threshold": {
"description": "0.5-0.999, default 0.95.",
"type": "number"
},
"data_col": {
"type": "string"
},
"history_table": {
"description": "project.dataset.table",
"type": "string"
},
"id_cols": {
"description": "Optional: one series per value of these columns.",
"items": {
"type": "string"
},
"type": "array"
},
"max_scan_gib": {
"type": "number"
},
"target_table": {
"description": "project.dataset.table",
"type": "string"
},
"timestamp_col": {
"type": "string"
}
},
"required": [
"history_table",
"target_table",
"timestamp_col",
"data_col"
],
"type": "object"
},
"bodyType": {
"enum": [
"json",
"form-data",
"text"
],
"type": "string"
},
"method": {
"enum": [
"POST",
"PUT",
"PATCH"
],
"type": "string"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method",
"bodyType",
"body"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"description": "The 200 body of every paid /work call. `result` is the worker's own output (its schema is per route); everything else is the same on all 38 routes. A receipt for the job is at `receipt_url`.",
"properties": {
"billing_warning": {
"description": "Present only when the charge was recorded with a caveat.",
"examples": [
"settlement pending"
],
"type": "string"
},
"price_usd": {
"description": "What this call cost, in USD.",
"examples": [
0.02
],
"type": "number"
},
"provenance": {
"description": "How the result was produced: which providers ran and how long each took.",
"properties": {
"attempts": {
"description": "Provider attempts made, including retries and failovers.",
"examples": [
1
],
"type": "integer"
},
"elapsed_ms": {
"description": "Wall-clock milliseconds for the whole job.",
"examples": [
340
],
"type": "integer"
},
"providers_used": {
"description": "Providers that served the job.",
"examples": [
[
"coinbase-advanced-trade-public"
]
],
"items": {
"description": "Provider name.",
"examples": [
"coinbase-advanced-trade-public"
],
"type": "string"
},
"type": "array"
},
"steps": {
"description": "Every step the job ran, in order.",
"items": {
"description": "One step of the job.",
"properties": {
"ms": {
"description": "Milliseconds the step took.",
"examples": [
312
],
"type": "integer"
},
"ok": {
"description": "Whether the step succeeded.",
"examples": [
true
],
"type": "boolean"
},
"provider": {
"description": "Provider that served the step.",
"examples": [
"coinbase-advanced-trade-public"
],
"type": "string"
},
"reason": {
"description": "Failure reason, on a failed step.",
"examples": [
"provider_timeout"
],
"type": "string"
},
"step": {
"description": "Step name inside the worker.",
"examples": [
"quote"
],
"type": "string"
}
},
"required": [
"step",
"ok",
"ms"
],
"type": "object"
},
"type": "array"
}
},
"required": [
"steps",
"providers_used",
"attempts",
"elapsed_ms"
],
"type": "object"
},
"receipt_id": {
"d