ToolAssay

mlpeek (Tanod) semantic similarity of text pairs (cosine of embeddings)

mlpeek (Tanod) semantic similarity of text pairs (cosine of embeddings). USD 0.0005 per pair, at least USD 0.001 per call (1-50 pairs per call: USD 0.001-0.025). This call: 1 pair.

Answeringour last check, 2026-10-10
1 of 1checks answered this week
219 msmedian answer time
$0.001listed price per call
$0.001price 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://tanod.dev/v1/similarity

CategoryEverything else
Provider hosttanod.dev
Networkseip155:137, eip155:8453
Payment schemesexact
Self-reported calls, 30 days2 from 2 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-10-10 valid payment request 402$0.001 219 ms

Example input (from the provider)

{
  "body": {
    "a": "How do I reset my password?",
    "b": "I forgot my password, how can I change it?"
  },
  "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": {
            "a": {
              "anyOf": [
                {
                  "maxLength": 4000,
                  "minLength": 1,
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "default": null,
              "description": "First text of a single pair (at most 4,000 characters)."
            },
            "b": {
              "anyOf": [
                {
                  "maxLength": 4000,
                  "minLength": 1,
                  "type": "string"
                },
                {
                  "type": "null"
                }
              ],
              "default": null,
              "description": "Second text of a single pair."
            },
            "model": {
              "default": "small-en",
              "description": "small-en (English) or multilingual.",
              "enum": [
                "small-en",
                "multilingual"
              ],
              "type": "string"
            },
            "pairs": {
              "anyOf": [
                {
                  "items": {
                    "additionalProperties": false,
                    "properties": {
                      "a": {
                        "maxLength": 4000,
                        "minLength": 1,
                        "type": "string"
                      },
                      "b": {
                        "maxLength": 4000,
                        "minLength": 1,
                        "type": "string"
                      }
                    },
                    "required": [
                      "a",
                      "b"
                    ],
                    "type": "object"
                  },
                  "maxItems": 50,
                  "minItems": 1,
                  "type": "array"
                },
                {
                  "type": "null"
                }
              ],
              "default": null,
              "description": "Alternative to a / b: 1-50 {a, b} pairs. Priced per pair, minimum USD 0.001 per call."
            }
          },
          "type": "object"
        },
        "bodyType": {
          "enum": [
            "json",
            "form-data",
            "text"
          ],
          "type": "string"
        },
        "method": {
          "enum": [
            "POST"
          ],
          "type": "string"
        },
        "type": {
          "const": "http",
          "type": "string"
        }
      },
      "required": [
        "type",
        "method",
        "bodyType",
        "body"
      ],
      "type": "object"
    },
    "output": {
      "properties": {
        "example": {
          "properties": {
            "max_tokens_per_text": {
              "type": "integer"
            },
            "metric": {
              "type": "string"
            },
            "model": {
              "properties": {
                "alias": {
                  "type": "string"
                },
                "id": {
                  "type": "string"
                },
                "license": {
                  "type": "string"
                },
                "revision": {
                  "type": "string"
                },
                "source": {
                  "type": "string"
                }
              },
              "required": [
                "id",
                "source",
                "license"
              ],
              "type": "object"
            },
            "results": {
              "items": {
                "properties": {
                  "index": {
                    "type": "integer"
                  },
                  "similarity": {
                    "type": "number"
                  },
                  "tokens": {
                    "items": {
                      "type": "integer"
                    },
                    "type": "array"
                  },
                  "truncated": {
                    "type": "boolean"
                  }
                },
                "required": [
                  "index",
                  "similarity"
                ],
                "type": "object"
              },
              "type": "array"
            },
            "similarity": {
              "type": "number"
            },
            "usage": {
              "type": "object"
            }
          },
          "required": [
            "model",
            "results"
          ],
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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