Streak Odds
by Probability Calculators in Other
Chance of a run: r successes in a row (or r identical outcomes) somewhere in n independent trials, like coin flips.
https://probability-calc.x402tookit.com/streak-odds- Price
- $0.02
- per call in USDC
- Uptime
- 70.6%
- last 30 days
- Response time
- 522 ms
- 610 ms slowest 5%
- Last check
- Passed
- 9 h ago, next any minute now
Reliability
Status and outage history · Atom feed · Watch with other listings
How to call it
GET https://probability-calc.x402tookit.com/streak-odds
Each call costs $0.02 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://probability-calc.x402tookit.com/streak-odds?n=100&r=5Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
kind | string | No | heads (a run of successes, default) or either (a run of identical outcomes, both kinds) |
n | integer | Yes | Number of trials, 1 to 5000 |
p | number | No | Probability of success on each trial (default 0.5) |
r | integer | Yes | Streak length wanted, 1 to n |
Example response
The provider's example. We can't check it without paying.
{
"asOf": "2026-10-11T14:44:18.933Z",
"degraded": false,
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"kind": "heads",
"notChecked": [
"dependent trials (hot hands, momentum, cards drawn without replacement)",
"streaks counted across separate sessions",
"…1 more"
],
"oneIn": 1.2344008773529118,
"p": 0.5,
"probability": 0.8101095991963579,
"reasons": [
"Exact dynamic programming over the current run length, not a simulation.",
"Long streaks in random data are much more common than intuition suggests: the typical longest run grows like log(n).",
"…1 more"
],
"roughTypicalLongestRun": 5.6,
"source": "computed locally (dynamic programming on run lengths)",
"streakLength": 5,
"summary": "Chance of 5 or more successes in a row within 100 trials (p=0.5): 81.011% (1 in 1.23).",
"trials": 100,
"verdict": "MORE_LIKELY_THAN_NOT"
}Call it from code
The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.02.
curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i 'https://probability-calc.x402tookit.com/streak-odds?n=100&r=5'
# 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://probability-calc.x402tookit.com/streak-odds?n=100&r=5' \
| grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decodeJavaScript: 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 $0.02 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.02" });
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 $0.02 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fprobability-calc.x402tookit.com%2Fstreak-odds
const res = await pay("https://probability-calc.x402tookit.com/streak-odds?n=100&r=5");
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 $0.02 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.02"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))
with x402_requests(client) as session:
res = session.get("https://probability-calc.x402tookit.com/streak-odds?n=100&r=5")
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
| When | Result | HTTP | Time | Price |
|---|---|---|---|---|
| 9 h ago | Passed | 402 | 512 ms | $0.02 |
| 22 h ago | Expected HTTP 402, got 530 | 530 | 111 ms | - |
| 34 h ago | Passed | 402 | 566 ms | $0.02 |
| 46 h ago | Expected HTTP 402, got 530 | 530 | 99 ms | - |
| 2 days ago | Passed | 402 | 529 ms | $0.02 |
Show 10 older checks
| 3 days ago | Passed | 402 | 610 ms | $0.02 |
| 3 days ago | Passed | 402 | 519 ms | $0.02 |
| 5 days ago | Expected HTTP 402, got 530 | 530 | 84 ms | - |
| 5 days ago | Expected HTTP 402, got 530 | 530 | 220 ms | - |
| 5 days ago | Expected HTTP 402, got 530 | 530 | 184 ms | - |
| 5 days ago | Passed | 402 | 513 ms | $0.02 |
| 5 days ago | Passed | 402 | 547 ms | $0.02 |
| 6 days ago | Passed | 402 | 584 ms | $0.02 |
| 6 days ago | Passed | 402 | 560 ms | $0.02 |
| 6 days ago | Passed | 402 | 522 ms | $0.02 |