15trust / 100

Inference Arb

by ArbiPulse in AI models & inference

x402 APIFailing, checked 3 h ago

AI inference price arbitrage — every provider serving a given model with live input/output $/Mtoken, blended 3:1 cost, cheapest-vs-dearest spread multiple, quantization caveats. Same open-weights model spans 2-5x across providers; for agents that buy inference this is self-referential spend recovery. Live listings, no LLM.

GET
https://arbipulse.theaslangroupllc.com/api/inference-arb
Price
$0.05
per call in USDC
Uptime
0.0%
last 30 days
Response time
-
no timed checks yet
Last check
Failed
3 h ago, next any minute now

Run a free test callHow to call it

Reliability

All checks passedSome failedAll failedNot checked

Latest check failed 3 h ago: Amount "0.05" is not in atomic token units

Status and outage history · Atom feed · Watch with other listings

How to call it

GET https://arbipulse.theaslangroupllc.com/api/inference-arb

Each call costs $0.05 in USDC on Polygon, paid with the request over x402.

Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.

Example request

From the listing.

GET https://arbipulse.theaslangroupllc.com/api/inference-arb?model=Model+slug+or+fuzzy+name+%28default+meta-llama%2Fllama-3.3-70b-instruct%29

Parameters

ParameterTypeRequiredDescription
modelstringNo

Example response

The provider's example. We can't check it without paying.

{
  "cheapest": "DeepInfra",
  "model": "meta-llama/llama-3.3-70b-instruct",
  "providers": [
    {
      "blended_usd_per_mtok": 0.2,
      "provider": "DeepInfra",
      "quantization": "fp8"
    }
  ],
  "spread_multiple": 4.6
}

Call it from code

The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.05.

curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i 'https://arbipulse.theaslangroupllc.com/api/inference-arb?model=Model+slug+or+fuzzy+name+%28default+meta-llama%2Fllama-3.3-70b-instruct%29'

# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - 'https://arbipulse.theaslangroupllc.com/api/inference-arb?model=Model+slug+or+fuzzy+name+%28default+meta-llama%2Fllama-3.3-70b-instruct%29' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode
JavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

// Pays at most $0.05 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.05" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.05 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Farbipulse.theaslangroupllc.com%2Fapi%2Finference-arb
const res = await pay("https://arbipulse.theaslangroupllc.com/api/inference-arb?model=Model+slug+or+fuzzy+name+%28default+meta-llama%2Fllama-3.3-70b-instruct%29");
console.log(res.status, await res.text());
Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

# Pays at most $0.05 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.05"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.get("https://arbipulse.theaslangroupllc.com/api/inference-arb?model=Model+slug+or+fuzzy+name+%28default+meta-llama%2Fllama-3.3-70b-instruct%29")
    print(res.status_code, res.text)

Security scan

No findings

We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.

Recent checks

WhenResultHTTPTimePrice
3 h agoAmount "0.05" is not in atomic token units402210 ms$0.05
9 h agoAmount "0.05" is not in atomic token units402257 ms$0.05
14 h agoAmount "0.05" is not in atomic token units4021.1 s$0.05
20 h agoAmount "0.05" is not in atomic token units402174 ms$0.05
26 h agoAmount "0.05" is not in atomic token units402915 ms$0.05
Show 7 older checks
32 h agoAmount "0.05" is not in atomic token units402234 ms$0.05
37 h agoAmount "0.05" is not in atomic token units402158 ms$0.05
42 h agoAmount "0.05" is not in atomic token units402235 ms$0.05
47 h agoAmount "0.05" is not in atomic token units4021.0 s$0.05
2 days agoAmount "0.05" is not in atomic token units402171 ms$0.05
2 days agoAmount "0.05" is not in atomic token units4022.3 s$0.05
3 days agoAmount "0.05" is not in atomic token units4021.7 s$0.05