curl --request GET \
--url https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations \
--header 'Authorization: Bearer <token>'import requests
url = "https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations"
headers = {"Authorization": "Bearer <token>"}
response = requests.get(url, headers=headers)
print(response.text)const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};
fetch('https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations"
req, _ := http.NewRequest("GET", url, nil)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations")
.header("Authorization", "Bearer <token>")
.asString();require 'uri'
require 'net/http'
url = URI("https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'
response = http.request(request)
puts response.read_body{
"data": {
"forecast_id": "ens_example",
"rows": [
{
"timestamp": "2026-09-11T22:01:00Z",
"target": 0.51
}
],
"input_cutoff": "2026-09-11T22:00:00Z",
"observed_at": "2026-09-11T22:01:10Z",
"availability": "available",
"refresh_after_seconds": 60
},
"meta": {
"api_version": "v1"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"request_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"request_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"request_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}Get forecast observations
Returns genuine selected-side targets (Kalshi closing ask, Polymarket US display quote) or stock closes after the immutable input cutoff. The first prediction-row minute is retained when available, even outside the most recent 500 observations; worker completion does not move this comparison to another minute. A quote preceding publication is retrospective, not a backdated fill. Stock rows include interval and exchange session_date metadata; minute closes are not final daily closes. Does not run models or revise predictions. Poll no faster than once per minute. Stock overlays have no fixed 90-day cutoff-age limit: retained forecast-interval closes support 120/180-day replays, bounded to 2,000 rows; recent stock minutes use a seven-day window. Prediction-market and perpetual live overlays expire 90 days after input cutoff and expose their availability state. Provider retention still applies. Dataset-only jobs return no live observations.
curl --request GET \
--url https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations \
--header 'Authorization: Bearer <token>'import requests
url = "https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations"
headers = {"Authorization": "Bearer <token>"}
response = requests.get(url, headers=headers)
print(response.text)const options = {method: 'GET', headers: {Authorization: 'Bearer <token>'}};
fetch('https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations"
req, _ := http.NewRequest("GET", url, nil)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations")
.header("Authorization", "Bearer <token>")
.asString();require 'uri'
require 'net/http'
url = URI("https://quantura.studio/api/v1/ensemble-forecasts/{forecast_id}/observations")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
request["Authorization"] = 'Bearer <token>'
response = http.request(request)
puts response.read_body{
"data": {
"forecast_id": "ens_example",
"rows": [
{
"timestamp": "2026-09-11T22:01:00Z",
"target": 0.51
}
],
"input_cutoff": "2026-09-11T22:00:00Z",
"observed_at": "2026-09-11T22:01:10Z",
"availability": "available",
"refresh_after_seconds": 60
},
"meta": {
"api_version": "v1"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"request_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"request_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"request_id": "3c90c3cc-0d44-4b50-8888-8dd25736052a"
}
}Authorizations
Bearer authentication header of the form Bearer <token>, where <token> is your auth token.
Path Parameters
Forecast id or unique slug.