> ## Documentation Index
> Fetch the complete documentation index at: https://data.ornn.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Get the latest value for an LLM coding product

> The most recent daily value for a single (non-compare) LLM coding product, with the day-over-day percent change. Requires an API key — LLM coding analytics have no free tier. `changePct` is `null` when there is no previous day on file or the previous value was zero. Compare products such as `cc-vs-codex` are not valid here — use `/api/llm-coding/history` for those.


## Overview

The most recent daily value for a single (non-compare) LLM coding product, with the day-over-day percent change. Requires an API key - LLM coding analytics have no free tier. `changePct` is `null` when there is no previous day on file or the previous value was zero. Compare products such as `cc-vs-codex` are not valid here - use `/api/llm-coding/history` for those.


## OpenAPI

````yaml openapi.yaml GET /api/llm-coding/index
openapi: 3.1.0
info:
  title: Ornn Data API
  version: 1.0.0
  description: >
    Read-only REST API for GPU and memory market data. The price index is the
    going rate of compute in USD per GPU-hour, a weighted average of all
    verified compute transactions across the market.
servers:
  - url: https://api.ornnai.com
security:
  - bearerAuth: []
tags:
  - name: Current Prices
  - name: Historical Prices
  - name: Analytics
  - name: Memory
  - name: Token Prices
  - name: Workload Cost
  - name: LLM Coding
  - name: Neo-Cloud Sites
  - name: Reference
paths:
  /api/llm-coding/index:
    get:
      tags:
        - LLM Coding
      summary: Get the latest value for an LLM coding product
      description: >
        The most recent daily value for a single (non-compare) LLM coding
        product, with the day-over-day percent change. Requires an API key — LLM
        coding analytics have no free tier. `changePct` is `null` when there is
        no previous day on file or the previous value was zero. Compare products
        such as `cc-vs-codex` are not valid here — use `/api/llm-coding/history`
        for those.
      parameters:
        - name: product
          in: query
          required: true
          description: A single-tool product ID. See `/api/llm-coding/products`.
          schema:
            type: string
            enum:
              - cc-prs
              - codex-prs
              - copilot-prs
              - cursor-prs
              - devin-prs
              - cc-commits
              - cc-merge
              - codex-merge
              - copilot-merge
              - cursor-merge
              - devin-merge
            example: cc-prs
      responses:
        '200':
          description: Latest value for the product.
          content:
            application/json:
              example:
                success: true
                data:
                  product: cc-prs
                  label: Claude PRs
                  kind: count
                  value: 1000
                  changePct: 0
                  date: '2026-01-01'
                  updatedAt: '2026-01-01T00:00:00.000Z'
        '400':
          $ref: '#/components/responses/BadRequest'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '404':
          $ref: '#/components/responses/NotFound'
        '429':
          description: Rate limit exceeded. Back off and cache responses.
      x-codeSamples:
        - lang: bash
          label: cURL
          source: |
            curl "https://api.ornnai.com/api/llm-coding/index?product=cc-prs" \
              -H "Authorization: Bearer YOUR_API_KEY"
        - lang: python
          label: Python
          source: |
            import requests

            resp = requests.get(
                "https://api.ornnai.com/api/llm-coding/index",
                params={"product": "cc-prs"},
                headers={"Authorization": "Bearer YOUR_API_KEY"},
            )
            latest = resp.json()["data"]
        - lang: javascript
          label: JavaScript
          source: |
            const res = await fetch(
              "https://api.ornnai.com/api/llm-coding/index?product=cc-prs",
              { headers: { Authorization: "Bearer YOUR_API_KEY" } },
            );
            const { data } = await res.json();
        - lang: php
          label: PHP
          source: >
            <?php

            $ch =
            curl_init("https://api.ornnai.com/api/llm-coding/index?product=cc-prs");

            curl_setopt_array($ch, [
                CURLOPT_RETURNTRANSFER => true,
                CURLOPT_HTTPHEADER => ["Authorization: Bearer YOUR_API_KEY"],
            ]);

            $data = json_decode(curl_exec($ch), true);
        - lang: go
          label: Go
          source: "package main\n\nimport (\n\t\"io\"\n\t\"net/http\"\n)\n\nfunc main() {\n\tendpoint := \"https://api.ornnai.com/api/llm-coding/index?product=cc-prs\"\n\treq, _ := http.NewRequest(\"GET\", endpoint, nil)\n\treq.Header.Set(\"Authorization\", \"Bearer YOUR_API_KEY\")\n\tresp, _ := http.DefaultClient.Do(req)\n\tdefer resp.Body.Close()\n\tbody, _ := io.ReadAll(resp.Body)\n\t_ = body\n}\n"
        - lang: java
          label: Java
          source: >
            import java.net.URI;

            import java.net.http.HttpClient;

            import java.net.http.HttpRequest;

            import java.net.http.HttpResponse;


            HttpClient client = HttpClient.newHttpClient();

            HttpRequest request = HttpRequest.newBuilder(
                    URI.create("https://api.ornnai.com/api/llm-coding/index?product=cc-prs"))
                .header("Authorization", "Bearer YOUR_API_KEY")
                .build();
            HttpResponse<String> response = client.send(request,
            HttpResponse.BodyHandlers.ofString());
        - lang: ruby
          label: Ruby
          source: >
            require "net/http"

            require "json"


            uri =
            URI("https://api.ornnai.com/api/llm-coding/index?product=cc-prs")

            req = Net::HTTP::Get.new(uri)

            req["Authorization"] = "Bearer YOUR_API_KEY"

            res = Net::HTTP.start(uri.hostname, uri.port, use_ssl: true) {
            |http| http.request(req) }

            data = JSON.parse(res.body)
components:
  responses:
    BadRequest:
      description: A required parameter is missing or invalid.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
    Unauthorized:
      description: Missing, invalid, or revoked API key.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            error: Unauthorized
            message: 'API key required. Use Authorization: Bearer YOUR_API_KEY'
    NotFound:
      description: No data found for the given parameters.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/Error'
          example:
            error: No data available
            message: No daily index data found for H100 SXM
  schemas:
    Error:
      type: object
      properties:
        error:
          type: string
          example: Bad request
        message:
          type: string
          example: >-
            Invalid GPU type. Allowed: H100 SXM, H200, A100 SXM4, RTX 5090,
            B200, RTX PRO 6000 WS
  securitySchemes:
    bearerAuth:
      type: http
      scheme: bearer
      description: API key passed as a Bearer token. Create one in the dashboard.

````