datastand.dev

Cheapest-model router: send your token workload and get every current LLM ranked by estimated USD cost, with per-MTok prices, cached-input rates, and context windows. Merges the weekly hand-verified llm-pricing table (every figure carrying its official source URL and verification date) with the daily OpenRouter marketplace catalog — 400+ models — and marks each row `operator-verified` or `marketplace-listed`; `verified_only=1` keeps just the first kind. Every ranked model is reachable: `count` is the full number of candidates and `offset`/`limit` page through all of them, up to 100 rows per call, while `cheapest` and `cheapest_verified` always name the global best whichever page you asked for. `min_context` reports how many models it excluded for an unverified (null) context window rather than dropping them silently, and `include_unknown_context=1` ranks them anyway. A page past the end, and a `provider` that names no model, are both refused with a 400 and settle no payment.

InferenceLiveeip155:8453Exactvia wellknown:datastand.dev
Calls · 30d
3↓ 35%
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 32 snapshots so far.
$0.89
Verified settled volume
48 settlements proven x402 by their on-chain EIP-3009 marker.
$0.050
Listed price
As published in the catalog. Always read the live 402 before paying.
Calls · 30d
Upstream's own call count for this endpoint, not ours.
Unique payers · 30d
Never called
Upstream on-chain volume
Reported by the source catalog.
Paid to
0x470a1b647d668d3820add26d70c8371557ff4c6b

The wallet the 402 directs payment to. Its whole payment record — every payer, every chain — is on the merchant page.

Asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913

Provider

The payTo wallet does not resolve to a registered ERC-8004 agent. That is not a verdict on the service — most of the catalog is unregistered.

Live 402 challenge

Captured by the enrichment pass, not read just now. Prices can change — always read the 402 the endpoint answers with.

{
  "error": "payment required",
  "accepts": [
    {
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "extra": {
        "name": "USD Coin",
        "version": "2"
      },
      "payTo": "0x470a1b647d668d3820add26d70c8371557ff4c6b",
      "scheme": "exact",
      "network": "base",
      "mimeType": "application/json",
      "resource": "https://datastand.dev/api/llm/route",
      "description": "Name your token workload and get every current LLM ranked by estimated USD cost to run it, with per-million-token prices, cached-input rates, context windows and provider. Combines an operator-verified pricing table with the wider marketplace listing and says which source each row came from. Filter by minimum context window or by provider, or restrict to verified rows only. Use it to pick the cheapest model that can actually hold your prompt.",
      "maxAmountRequired": "50000",
      "maxTimeoutSeconds": 120
    }
  ],
  "extensions": {
    "bazaar": {
      "info": {
        "input": {
          "type": "http",
          "method": "GET",
          "queryParams": {
            "limit": "100",
            "offset": "0",
            "min_context": "200000",
            "input_tokens": "20000",
            "output_tokens": "1500"
          }
        },
        "output": {
          "type": "json",
          "example": {
            "page": {
              "limit": 100,
              "total": 266,
              "offset": 0,
              "has_more": true,
              "returned": 100,
              "next_offset": 100
            },
            "count": 266,
            "filters": {
              "provider": null,
              "min_context": 200000,
              "verified_only": false,
              "unknown_context_excluded": 40
            },
            "results": [
              {
                "as_of": "2026-08-17",
                "model": "example-mini",
                "source": "https://example.com/pricing",
                "provider": "example",
                "est_cost_usd": 0.0031,
                "verification": "operator-verified",
                "input_per_mtok_usd": 0.1,
                "output_per_mtok_usd": 0.4,
                "context_window_tokens": 200000
              }
            ],
            "cheapest": {
              "model": "example-mini",
              "provider": "example",
              "est_cost_usd": 0.0031
            },
            "workload": {
              "input_tokens": 20000,
              "output_tokens": 1500
            }
          }
        }
      },
      "schema": {
        "type": "object",
        "$schema": "https://json-schema.org/draft/2020-12/schema",
        "required": [
          "input"
        ],
        "properties": {
          "input": {
            "type": "object",
            "required": [
              "type",
              "method"
            ],
            "properties": {
              "type": {
                "type": "string",
                "const": "http"
              },
              "method": {
                "enum": [
                  "GET",
                  "HEAD"
                ],
                "type": "string"
              },
              "queryParams": {
                "type": "object",
                "properties": {
                  "limit": {
                    "type": "string",
                    "description": "Rows per page, 1-100 (default 100)"
                  },
                  "offset": {
                    "type": "string",
                    "description": "Skip this many ranked models (default 0). Use page.next_offset from the previous response. A page past the end costs nothing."
                  },
                  "provider": {
                    "type": "string",
                    "description": "Filter to one vendor token, e.g. anthropic, openai, x-ai, mistralai, qwen. Matched exactly against the vendor (punctuation and case ignored, so x-ai and xai are the same token) — never as a prefix, because meta and meta-llama are different vendors. Every response carries providers_available; a token that matches nothing is refused for free and names the near misses."
                  },
                  "min_context": {
                    "type": "string",
                    "description": "Only models with at least this context window. Models whose window is null (not verified) are excluded and counted in filters.unknown_context_excluded."
                  },
                  "input_tokens": {
                    "type": "string",
                    "description": "Input tokens per request (default 1000)"
                  },
                  "output_tokens": {
                    "type": "string",
                    "description": "Output tokens per request (default 1000)"
                  },
                  "verified_only": {
                    "type": "string",
                    "description": "1/true to rank only operator-verified rows, dropping the marketplace catalog"
                  },
                  "include_unknown_context": {
                    "type": "string",
                    "description": "1/true to also rank models whose context window is unverified when min_context is set"
                  }
                }
              }
            },
            "additionalProperties": false
          },
          "output": {
            "type": "object",
            "required": [
              "type"
            ],
            "properties": {
              "type": {
                "type": "string"
              },
              "example": {
                "type": "object"
              }
            }
          }
        }
      }
    }
  },
  "x402Version": 1
}

Accepts

The payment requirements as published to the catalog. Read the live 402 before paying — a price here is a claim, not a quote.

0.05USDC≈ $0.05 USD
on Base · exact scheme

Pay 0.05 USDC on Base to 0x470a…f4c6b. The signed payment is good for 2 minutes.

USD Coin contract
0x8335…02913
Payment window
2 minutes
As published
50000 smallest units
The catalog’s raw entry
[
  {
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "extra": {
      "name": "USD Coin",
      "version": "2"
    },
    "payTo": "0x470a1b647d668d3820add26d70c8371557ff4c6b",
    "amount": "50000",
    "scheme": "exact",
    "network": "eip155:8453",
    "maxTimeoutSeconds": 120
  }
]

Extensions

{
  "bazaar": {
    "info": {
      "input": {
        "type": "http",
        "method": "GET",
        "queryParams": {
          "limit": "100",
          "offset": "0",
          "min_context": "200000",
          "input_tokens": "20000",
          "output_tokens": "1500"
        }
      },
      "output": {
        "type": "json",
        "example": {
          "page": {
            "limit": 100,
            "total": 266,
            "offset": 0,
            "has_more": true,
            "returned": 100,
            "next_offset": 100
          },
          "count": 266,
          "filters": {
            "provider": null,
            "min_context": 200000,
            "verified_only": false,
            "unknown_context_excluded": 40
          },
          "results": [
            {
              "as_of": "2026-08-17",
              "model": "example-mini",
              "source": "https://example.com/pricing",
              "provider": "example",
              "est_cost_usd": 0.0031,
              "verification": "operator-verified",
              "input_per_mtok_usd": 0.1,
              "output_per_mtok_usd": 0.4,
              "context_window_tokens": 200000
            }
          ],
          "cheapest": {
            "model": "example-mini",
            "provider": "example",
            "est_cost_usd": 0.0031
          },
          "workload": {
            "input_tokens": 20000,
            "output_tokens": 1500
          }
        }
      }
    },
    "schema": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "required": [
        "input"
      ],
      "properties": {
        "input": {
          "type": "object",
          "required": [
            "type",
            "method"
          ],
          "properties": {
            "type": {
              "type": "string",
              "const": "http"
            },
            "method": {
              "enum": [
                "GET",
                "HEAD"
              ],
              "type": "string"
            },
            "queryParams": {
              "type": "object",
              "properties": {
                "limit": {
                  "type": "string",
                  "description": "Rows per page, 1-100 (default 100)"
                },
                "offset": {
                  "type": "string",
                  "description": "Skip this many ranked models (default 0). Use page.next_offset from the previous response. A page past the end costs nothing."
                },
                "provider": {
                  "type": "string",
                  "description": "Filter to one vendor token, e.g. anthropic, openai, x-ai, mistralai, qwen. Matched exactly against the vendor (punctuation and case ignored, so x-ai and xai are the same token) — never as a prefix, because meta and meta-llama are different vendors. Every response carries providers_available; a token that matches nothing is refused for free and names the near misses."
                },
                "min_context": {
                  "type": "string",
                  "description": "Only models with at least this context window. Models whose window is null (not verified) are excluded and counted in filters.unknown_context_excluded."
                },
                "input_tokens": {
                  "type": "string",
                  "description": "Input tokens per request (default 1000)"
                },
                "output_tokens": {
                  "type": "string",
                  "description": "Output tokens per request (default 1000)"
                },
                "verified_only": {
                  "type": "string",
                  "description": "1/true to rank only operator-verified rows, dropping the marketplace catalog"
                },
                "include_unknown_context": {
                  "type": "string",
                  "description": "1/true to also rank models whose context window is unverified when min_context is set"
                }
              }
            }
          },
          "additionalProperties": false
        },
        "output": {
          "type": "object",
          "required": [
            "type"
          ],
          "properties": {
            "type": {
              "type": "string"
            },
            "example": {
              "type": "object"
            }
          }
        }
      }
    }
  }
}

Provenance

Seen in the source catalog
Last indexed by Roundhouse
2026-09-19 03:15Z
Last enriched (probe, favicon, geo)
2026-09-19 03:45Z
x402 version
2
Max timeout
120s
Liveness probe
HTTP 402
Report

Hand this page to an agent

Copy the prompt and paste it into Claude, an MCP client or your own agent — it will vet this service and call it over the free read API. No key, no account.

GET api.roundhouseai.io/v0/endpoints

This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 32 snapshots so far. Verified volume counts only settlements with an on-chain EIP-3009 marker.

Open skill.md
Show the prompt
Using Roundhouse, look up the x402 service datastand.dev and tell me whether it is
worth paying: what a call costs, whether the endpoint answered when last probed, and what
its payment record actually shows.

curl -s 'https://api.roundhouseai.io/v0/endpoints?q=datastand.dev'
curl -s 'https://api.roundhouseai.io/v0/merchants/<the payTo wallet returned above>'

Then call it: read the price from the live 402 at https://datastand.dev/api/llm/route, never from
a cached figure, and pay with an x402 client.

The /v0 API needs an API key (`authorization: Bearer rh_live_…`) on everything except
/v0/unified* and /v0/endpoints. Mint a personal key for $0.01 at GET https://api.roundhouseai.io/v0/test/x402,
or use an organization key from https://roundhouseai.io/dashboard/team.

If you do not have Roundhouse tools or skills installed, read
https://roundhouseai.io/skill.md first — it is the whole procedure.