Read-only GPU advisor: model VRAM needs, fit checks and rental prices, with evidence grades.
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报告数据的新鲜度：每个数据文件的更新时间、距今天数、是否超过 60 天阈值。当用户质疑数据是否过时时调用。
This tool takes no arguments.
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
报告数据的新鲜度：每个数据文件的更新时间、距今天数、是否超过 60 天阈值。当用户质疑数据是否过时时调用。
No arguments.
{
"type": "object",
"properties": {},
"additionalProperties": false
}判断某模型（指定量化、指定上下文）能否跑在某张显卡上。返回 fits/tight/no/unknown、剩余显存、内存拆解、以及跑不动时的替代方案（降量化/减上下文/换更大卡），并附带该卡的租金。
| Argument | Type | Description |
|---|---|---|
| gpu* | string | 显卡 id 或别名，如 rtx4090 |
| model* | string | |
| quant | string | |
| context_tokens | integer | 默认 4096 |
{
"type": "object",
"required": [
"model",
"gpu"
],
"properties": {
"gpu": {
"type": "string",
"description": "显卡 id 或别名，如 rtx4090"
},
"model": {
"type": "string"
},
"quant": {
"type": "string"
},
"context_tokens": {
"type": "integer",
"minimum": 1,
"description": "默认 4096"
}
},
"additionalProperties": false
}查询租用不同类型 GPU 的价格：我们的即时档/排队档报价、host 实得、电费成本、竞品中位价与国内零售价。只有 RTX 4090 有报价，其余显示为未定。
| Argument | Type | Description |
|---|---|---|
| gpu | string | |
| include_competitors | boolean | 默认 true |
{
"type": "object",
"properties": {
"gpu": {
"type": "string"
},
"include_competitors": {
"type": "boolean",
"description": "默认 true"
}
},
"additionalProperties": false
}查询部署某个模型需要的硬件配置：指定量化下的权重大小、最小/推荐显存、证据等级与出处，以及各张显卡的 fits/tight/no 判定与租价。数据可能过期，响应里会给出 data_updated 与 stale。
| Argument | Type | Description |
|---|---|---|
| model* | string | 模型 id 或别名 |
| quant | string | 量化档，如 Q4_K_M；省略则用推荐档 |
| context_tokens | integer | 默认 4096 |
{
"type": "object",
"required": [
"model"
],
"properties": {
"model": {
"type": "string",
"description": "模型 id 或别名"
},
"quant": {
"type": "string",
"description": "量化档，如 Q4_K_M；省略则用推荐档"
},
"context_tokens": {
"type": "integer",
"minimum": 1,
"description": "默认 4096"
}
},
"additionalProperties": false
}按名字或类型查找模型 ID。查询模型显存需求前先用它确认 ID；模型名有别名（Qwen3.8 27B / qwen3.8-27b）。返回 id、类型、最小显存、参数规模。
| Argument | Type | Description |
|---|---|---|
| type | string | |
| limit | integer | 默认 10 |
| query | string | 模型名或别名；省略则列出全部 |
{
"type": "object",
"properties": {
"type": {
"enum": [
"text",
"image",
"video"
],
"type": "string"
},
"limit": {
"type": "integer",
"maximum": 50,
"minimum": 1,
"description": "默认 10"
},
"query": {
"type": "string",
"description": "模型名或别名；省略则列出全部"
}
},
"additionalProperties": false
}