Monte Carlo Simulation Cloud

Queue seeded bootstrap or Gaussian Monte Carlo simulations with percentile paths and terminal-risk metrics.

Version: v2

Stability: stable

Sandbox: Available

Production: Entitlement required

Target latency: ≤ 250 ms

POST/api/v2/quant/compute/simulations

Simulation seeds and hashes make results reproducible; simulated paths are not forecasts or guarantees.

Required scope: quant:compute:run

Try it in the FinanceGPT sandbox

The playground uses deterministic isolated sandbox fixtures. It never queries production workspace data and does not require you to paste an API secret into the browser.

Example response

{
    "data": {
        "job_uid": "00000000-0000-4000-8000-000000000022",
        "job_type": "simulation",
        "status": "queued"
    }
}

Code examples

curl

curl -X POST \
  https://financegpt.dev/api/v2/quant/compute/simulations \
  -H "Authorization: Bearer $FINANCEGPT_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"input":{"returns":[0.01000000000000000020816681711721685132943093776702880859375,-0.0200000000000000004163336342344337026588618755340576171875,0.005000000000000000104083408558608425664715468883514404296875,0.0120000000000000002498001805406602215953171253204345703125,-0.0040000000000000000832667268468867405317723751068115234375,0.00899999999999999931998839741709161899052560329437255859375,0.003000000000000000062450045135165055398829281330108642578125,-0.008000000000000000166533453693773481063544750213623046875,0.0109999999999999993616217608405349892564117908477783203125,0.00600000000000000012490009027033011079765856266021728515625],"method":"bootstrap","paths":100,"horizon":20,"seed":42}}'

python

import os, requests

url = "https://financegpt.dev/api/v2/quant/compute/simulations"
headers = {"Authorization": f"Bearer {os.environ['FINANCEGPT_API_KEY']}"}
payload = {
    "input": {
        "returns": [
            0.01000000000000000020816681711721685132943093776702880859375,
            -0.0200000000000000004163336342344337026588618755340576171875,
            0.005000000000000000104083408558608425664715468883514404296875,
            0.0120000000000000002498001805406602215953171253204345703125,
            -0.0040000000000000000832667268468867405317723751068115234375,
            0.00899999999999999931998839741709161899052560329437255859375,
            0.003000000000000000062450045135165055398829281330108642578125,
            -0.008000000000000000166533453693773481063544750213623046875,
            0.0109999999999999993616217608405349892564117908477783203125,
            0.00600000000000000012490009027033011079765856266021728515625
        ],
        "method": "bootstrap",
        "paths": 100,
        "horizon": 20,
        "seed": 42
    }
}
response = requests.request("POST", url, headers=headers, json=payload)
response.raise_for_status()
print(response.json())

javascript

const response = await fetch('https://financegpt.dev/api/v2/quant/compute/simulations', {
  method: 'POST',
  headers: { Authorization: `Bearer ${process.env.FINANCEGPT_API_KEY}`, 'Content-Type': 'application/json' },
  body: JSON.stringify({"input":{"returns":[0.01000000000000000020816681711721685132943093776702880859375,-0.0200000000000000004163336342344337026588618755340576171875,0.005000000000000000104083408558608425664715468883514404296875,0.0120000000000000002498001805406602215953171253204345703125,-0.0040000000000000000832667268468867405317723751068115234375,0.00899999999999999931998839741709161899052560329437255859375,0.003000000000000000062450045135165055398829281330108642578125,-0.008000000000000000166533453693773481063544750213623046875,0.0109999999999999993616217608405349892564117908477783203125,0.00600000000000000012490009027033011079765856266021728515625],"method":"bootstrap","paths":100,"horizon":20,"seed":42}})
});
if (!response.ok) throw new Error(`FinanceGPT ${response.status}`);
console.log(await response.json());

php

<?php
$ch = curl_init('https://financegpt.dev/api/v2/quant/compute/simulations');
curl_setopt_array($ch, [CURLOPT_RETURNTRANSFER => true, CURLOPT_CUSTOMREQUEST => 'POST', CURLOPT_HTTPHEADER => ['Authorization: Bearer '.getenv('FINANCEGPT_API_KEY'), 'Content-Type: application/json'], CURLOPT_POSTFIELDS => '{\"input\":{\"returns\":[0.01000000000000000020816681711721685132943093776702880859375,-0.0200000000000000004163336342344337026588618755340576171875,0.005000000000000000104083408558608425664715468883514404296875,0.0120000000000000002498001805406602215953171253204345703125,-0.0040000000000000000832667268468867405317723751068115234375,0.00899999999999999931998839741709161899052560329437255859375,0.003000000000000000062450045135165055398829281330108642578125,-0.008000000000000000166533453693773481063544750213623046875,0.0109999999999999993616217608405349892564117908477783203125,0.00600000000000000012490009027033011079765856266021728515625],\"method\":\"bootstrap\",\"paths\":100,\"horizon\":20,\"seed\":42}}']);
$response = curl_exec($ch);
if (curl_getinfo($ch, CURLINFO_HTTP_CODE) >= 400) throw new RuntimeException($response);
echo $response;

Versions & changelog

v2 published

M21 publication of this governed FinanceGPT API operation.

Ready to build?

Explorer gives immediate isolated sandbox access. Production plans require a commercial entitlement.

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