ToolAssay

LLM inference proxy (Pro tier)

LLM inference proxy (Pro tier) - GPT-4o or GPT-4.1. Supports vision (up to 2 image URLs) and structured output (response_format: json_object or json_schema). No API key needed; pay per call via x402. Input capped at 16k chars, output at 2048 tokens.

Answeringour last check, 2026-09-24
1 of 1checks answered this week
972 msmedian answer time
$0.1listed price per call
$0.1price 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://agent402.tools/api/llm-pro

CategoryImage and media
Provider hostagent402.tools
Networksalgorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73ktiC1qzkkit8=, eip155:10, eip155:1329, eip155:137, eip155:143, eip155:42161, eip155:42220, eip155:43114, eip155:4663, eip155:8453, solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp, stellar:pubnet
Payment schemesexact, upto
Self-reported calls, 30 days36 from 2 payers (the provider's figure, not ours)

Our checks, last 30 days

DayResultHTTPAskedTime
2026-09-24 valid payment request 402$0.1 972 ms

Example input (from the provider)

{
  "body": {
    "max_tokens": 64,
    "messages": [
      {
        "content": "Say hello in one sentence.",
        "role": "user"
      }
    ],
    "model": "gpt-4o"
  },
  "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": {
          "properties": {
            "max_tokens": {
              "description": "Max output tokens (default 1024, cap 2048)",
              "type": "number"
            },
            "messages": {
              "description": "Array of {role, content} objects. content can be a string or array of {type:'text',text} and {type:'image_url',image_url:{url,detail}} blocks",
              "type": "array"
            },
            "model": {
              "description": "Model ID - gpt-4o or gpt-4.1",
              "type": "string"
            },
            "response_format": {
              "description": "Optional: {type:\"json_object\"} or {type:\"json_schema\",json_schema:{name,schema}}",
              "type": "object"
            },
            "stop": {
              "description": "Stop sequence(s)",
              "type": "string"
            },
            "temperature": {
              "description": "Sampling temperature (0-2)",
              "type": "number"
            },
            "top_p": {
              "description": "Nucleus sampling (0-1)",
              "type": "number"
            }
          },
          "required": [
            "model",
            "messages"
          ]
        },
        "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": {
            "choices": {
              "items": {
                "properties": {
                  "finish_reason": {
                    "type": "string"
                  },
                  "message": {
                    "properties": {
                      "content": {
                        "type": "string"
                      },
                      "role": {
                        "type": "string"
                      }
                    },
                    "type": "object"
                  }
                },
                "type": "object"
              },
              "type": "array"
            },
            "model": {
              "type": "string"
            },
            "provider": {
              "type": "string"
            },
            "usage": {
              "properties": {
                "completion_tokens": {
                  "type": "integer"
                },
                "prompt_tokens": {
                  "type": "integer"
                },
                "total_tokens": {
                  "type": "integer"
                }
              },
              "type": "object"
            }
          },
          "required": [
            "model",
            "provider",
            "usage",
            "choices"
          ],
          "type": "object"
        },
        "type": {
          "type": "string"
        }
      },
      "required": [
        "type"
      ],
      "type": "object"
    }
  },
  "required": [
    "input"
  ],
  "type": "object"
}

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