Decision Models

Lumoz Decision

High-speed probabilistic decision model returning simplex-calibrated confidence scores across custom or preset rubrics at $0.035 / 1M tokens.

$0.035 / 1M tokens Studio Model Popular New 170 runs
Lumoz Decision
Generation time: 0s

Your result will appear here

Configure parameters and press Run, or press Ctrl - ↵ Enter.

Run the model to see raw JSON response

API Endpoint

POST https://lumozai.com/api/v4/run

Use this endpoint to run the model with your parameters. Authentication is required using your API key.

Sample Code (PHP cURL)

<?php
// API endpoint URL
$apiUrl = 'https://lumozai.com/api/v4/run';

// Your API key
$apiKey = 'YOUR_API_KEY';

// Model parameters
$params = [
    'model_id' => 'lumoz-decision',
    'prompt' => 'Customer account verified 3 years, requested withdrawal of $850 within daily limit of $2,000, 2FA passed, IP matches home device.',
    'decision_mode' => 'approval',
    'choices' => '',
    'reasoning_depth' => 'fast',
];

// Initialize cURL session
$curl = curl_init();

// Set cURL options
curl_setopt_array($curl, [
    CURLOPT_URL => $apiUrl,
    CURLOPT_RETURNTRANSFER => true,
    CURLOPT_POST => true,
    CURLOPT_POSTFIELDS => $params,
    CURLOPT_HTTPHEADER => [
        'Accept: application/json',
        'Authorization: Bearer ' . $apiKey
    ]
]);

// Execute the request
$response = curl_exec($curl);
$httpCode = curl_getinfo($curl, CURLINFO_HTTP_CODE);

// Check for errors
if (curl_errno($curl)) {
    echo 'cURL Error: ' . curl_error($curl);
} else {
    // Process the response
    $result = json_decode($response, true);
    
    if ($httpCode == 200 && isset($result['success']) && $result['success']) {
        // Handle successful response
        echo "Model output: ";
        print_r($result['data']['output']);
    } else {
        // Handle error response
        echo "Error: " . ($result['message'] ?? 'Unknown error');
    }
}

// Close cURL session
curl_close($curl);

Request Parameters

Parameter Type Required Description
model_id string Required The ID of the model to run (lumoz-decision)
api_key string Required Your API key for authentication (sent via Bearer token in the Authorization header)
prompt string Required Provide plain text or structured JSON state for calibrated probabilistic evaluation.
decision_mode string Optional Select a built-in decision rubric or choose Custom Choices to define your own candidate labels.
choices string Optional Comma-separated decision labels when using Custom Choices mode.
reasoning_depth string Optional Select the Lumoz Decision evaluation depth and token rate ($0.035/1M for Fast, $0.055/1M for Balanced, $0.080/1M for Deep).

Response Format

{
    "success": true,
    "data": {
        "output": "This is the text output from the model based on your input parameters."
    }
}

Model Pricing

Pay only for what you run. Charges are deducted directly from your account balance with zero recurring commitments.

Reasoning Depth & Token Tier Rates

Select a tier to estimate volume costs
$0.035 – $0.08 / 1M tokens
Fast (Ultra-Low Latency — $0.035 / 1M tokens) Default
$0.035 / 1M tokens $0.000035 / 1K tokens
Balanced (Standard Calibrated — $0.055 / 1M tokens)
$0.055 / 1M tokens $0.000055 / 1K tokens
Deep (Multi-Factor Analysis — $0.080 / 1M tokens)
$0.08 / 1M tokens $0.00008 / 1K tokens
Cost Estimator fast ($0.035/1M tok)
1,000 K tokens
Estimated Total $0.03
Add Balance
Automatic instant refund if any run fails • Credits valid for 1 year