Compare GPU workload costs per accepted output, including setup, storage, egress and failed work.
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Compute Lens compares measured workload runs using total entered compute, setup, storage and egress costs per accepted output. It filters mismatched workload labels, currencies, quality and memory limits. All examples are fictional; no live GPU quotes are supplied. No live GPU inventory, automatic benchmarking, reservation, infrastructure management or verified savings. Retrieve compute with fetch or read its example resource to obtain exact inputs. Parameters are processed remotely without application persistence.
Runs
Model (preserve source text; decimal amounts must stay strings)
Currency (preserve source text; decimal amounts must stay strings)
Workload (preserve source text; decimal amounts must stay strings)
Minimum accepted fraction (0–1)
Compute Lens compares measured workload runs using total entered compute, setup, storage and egress costs per accepted output. It filters mismatched workload labels, currencies, quality and memory limits. All examples are fictional; no live GPU quotes are supplied. No live GPU inventory, automatic benchmarking, reservation, infrastructure management or verified savings. Retrieve compute with fetch or read its example resource to obtain exact inputs. Parameters are processed remotely without application persistence.
| Argument | Type | Description |
|---|---|---|
| runs* | array | Runs |
| model* | string | Model (preserve source text; decimal amounts must stay strings) |
| currency* | string | Currency (preserve source text; decimal amounts must stay strings) |
| workload* | string | Workload (preserve source text; decimal amounts must stay strings) |
| minimumPassRate* | number | Minimum accepted fraction (0–1) |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"workload",
"model",
"currency",
"minimumPassRate",
"runs"
],
"properties": {
"runs": {
"type": "array",
"items": {
"type": "object",
"required": [
"id",
"provider",
"workload",
"model",
"currency",
"hourlyCost",
"setupSeconds",
"runSeconds",
"storageCost",
"egressCost",
"accepted",
"attempts",
"memoryGB",
"availableMemoryGB"
],
"properties": {
"id": {
"type": "string",
"maxLength": 131072,
"description": "Record ID (preserve source text; decimal amounts must stay strings)"
},
"model": {
"type": "string",
"maxLength": 131072,
"description": "Model (preserve source text; decimal amounts must stay strings)"
},
"accepted": {
"type": "number",
"description": "Accepted"
},
"attempts": {
"type": "number",
"description": "Attempts"
},
"currency": {
"type": "string",
"maxLength": 131072,
"description": "Currency (preserve source text; decimal amounts must stay strings)"
},
"memoryGB": {
"type": "number",
"description": "Required memory (GB)"
},
"provider": {
"type": "string",
"maxLength": 131072,
"description": "Provider (preserve source text; decimal amounts must stay strings)"
},
"workload": {
"type": "string",
"maxLength": 131072,
"description": "Workload (preserve source text; decimal amounts must stay strings)"
},
"egressCost": {
"type": "string",
"maxLength": 131072,
"description": "Egress Cost (preserve source text; decimal amounts must stay strings)"
},
"hourlyCost": {
"type": "string",
"maxLength": 131072,
"description": "Hourly compute rate (preserve source text; decimal amounts must stay strings)"
},
"runSeconds": {
"type": "number",
"description": "Run Seconds"
},
"storageCost": {
"type": "string",
"maxLength": 131072,
"description": "Storage Cost (preserve source text; decimal amounts must stay strings)"
},
"setupSeconds": {
"type": "number",
"description": "Setup Seconds"
},
"availableMemoryGB": {
"type": "number",
"description": "Available memory (GB)"
}
},
"description": "Exact record structure; the engine additionally checks bounds, dates, identifiers and cross-field constraints.",
"additionalProperties": false
},
"maxItems": 200,
"description": "Runs"
},
"model": {
"type": "string",
"maxLength": 131072,
"description": "Model (preserve source text; decimal amounts must stay strings)"
},
"currency": {
"type": "string",
"maxLength": 131072,
"description": "Currency (preserve source text; decimal amounts must stay strings)"
},
"workload": {
"type": "string",
"maxLength": 131072,
"description": "Workload (preserve source text; decimal amounts must stay strings)"
},
"minimumPassRate": {
"type": "number",
"description": "Minimum accepted fraction (0–1)"
}
},
"description": "Exact record structure; the engine additionally checks bounds, dates, identifiers and cross-field constraints.",
"additionalProperties": false
}Retrieve a public tool reference by the ID returned from search. Contains methodology, limits, official source links and fictional worked examples; no user records. Cite the returned canonical URL.
| Argument | Type | Description |
|---|---|---|
| id* | string |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"id"
],
"properties": {
"id": {
"enum": [
"compute"
],
"type": "string"
}
},
"additionalProperties": false
}Search this server’s public AI/Web3 tools and citation pages. English and Chinese names supported. Empty query lists the available worksheets.
| Argument | Type | Description |
|---|---|---|
| query* | string |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"query"
],
"properties": {
"query": {
"type": "string",
"maxLength": 160
}
},
"additionalProperties": false
}