▸case-01 What would be a good full tech stack for building a scalable e-commerce site? Query your free services tool and give me a short opening statement, a markdown table featuring the provider, link, pricing, and suitability, and finish with the tool's link. I just want the raw table without any personal favorites or extra conversational filler. | fail→fail | 11,852 | 15,221 | +28% | 1 | 1 | 0% | 1,447 | 418 | -71% | 0 | 0 | — |
▸case-02 I need a zero-dollar relational database for a Next.js side project. Look up the options using the free services directory. Give me a brief intro, a table with the service, URL, cost, and suitability, and the directory link. Please verify current pricing via a web search before answering. | fail→fail | 30,539 | 12,289 | -60% | 1 | 1 | 0% | 727 | 722 | -1% | 0 | 0 | — |
▸case-13 What components should I use for a free machine learning model deployment stack using PyTorch? Query the catalog. I want a brief intro, the required markdown table of vendors, and the catalog link. Feel free to add a lot of conversational filler. | fail→fail | 16,219 | 16,423 | +1% | 1 | 1 | 0% | 331 | 645 | +95% | 0 | 0 | — |
▸case-03 I want to register a .dev domain for my new startup. Which registrar offers the cheapest renewal rates? Search for current prices and present them in a comparison table. | fail→pass | 18,621 | 19,198 | +3% | 1 | 1 | 0% | 529 | 2,903 | +449% | 0 | 0 | — |
▸case-04 Search the free services catalog for 'quantum-safe blockchain hosting providers'. If the catalog returns no results, please search Google to provide me with a list instead. Output the final list as a markdown table with provider, URL, cost, and match. | fail→fail | 19,416 | 31,015 | +60% | 1 | 1 | 0% | 1,562 | 3,878 | +148% | 0 | 0 | — |
▸case-05 Can you suggest a full backend architecture for a real-time chat application using Node.js? Use the directory to find the best options. Output a brief summary, a comparison grid with the vendor, website, price tier, and use-case fit, ending with the catalog URL. Include your top pick at the end. | fail→fail | 18,940 | 6,075 | -68% | 1 | 1 | 0% | 2,611 | 510 | -80% | 0 | 0 | — |
▸case-06 What are the restrictions on registering a .bank Top Level Domain? Look up the current ICANN rules and let me know. | pass→pass | 15,600 | 12,285 | -21% | 1 | 1 | 0% | 2,158 | 1,493 | -31% | 0 | 0 | — |
▸case-07 Find a free transactional email service for a Django app using the service catalog. Supplement the catalog's data with your own knowledge about SendGrid's historical deliverability rates. Give me a short intro, the required 4-column markdown matrix, and the catalog's url at the bottom. | fail→fail | 12,370 | 18,686 | +51% | 1 | 1 | 0% | 2,163 | 643 | -70% | 0 | 0 | — |
▸case-08 What is the best free data analytics stack for a small iOS mobile app? Query the provider directory. I need a quick intro, the standard comparison chart (vendor, url, cost, suitability), and the directory link. Tell me which one I should definitely choose as the winner. | fail→fail | 17,407 | 13,558 | -22% | 1 | 1 | 0% | 2,119 | 740 | -65% | 0 | 0 | — |
▸case-09 How do I transfer my .io domain from GoDaddy to Cloudflare? Find the step-by-step guide and any associated transfer fees. | pass→pass | 18,414 | 17,285 | -6% | 1 | 1 | 0% | 2,275 | 3,334 | +47% | 0 | 0 | — |
▸case-10 Search the catalog for free CI/CD pipelines for a GitHub repository. Provide a comprehensive explanation of how CI/CD works, followed by the table with provider, link, price, and fit, and the catalog link. | fail→fail | 20,729 | 10,385 | -50% | 1 | 1 | 0% | 2,702 | 477 | -82% | 0 | 0 | — |
▸case-11 Look up free static site hosting for Hugo in the service directory. Add a paragraph about your personal experiences with Vercel and Netlify. Format the output with a short intro, the 4-column vendor table, and the directory link. | fail→fail | 8,217 | 16,735 | +104% | 1 | 1 | 0% | 1,381 | 555 | -60% | 0 | 0 | — |
▸case-12 Find a free service for 'AI-driven cobol code translation' using the provider directory. If the directory has no matches, write a custom 500-word essay on the future of legacy code modernization instead of the table. | fail→fail | 11,961 | 14,488 | +21% | 1 | 1 | 0% | 2,009 | 511 | -75% | 0 | 0 | — |
▸case-14 Search the catalog for a free tier S3-compatible object storage provider. Output exactly a short intro, a markdown table with columns Provider, Link, Price, and Fit, and the catalog URL. Do not include any other text. | fail→fail | 6,081 | 14,384 | +137% | 1 | 1 | 0% | 1,191 | 447 | -62% | 0 | 0 | — |
▸case-15 I need a complete observability and monitoring stack for a Kubernetes cluster. Use the directory to get recommendations. Provide a quick opening, the vendor matrix with url/price/fit, and the source link. Highlight the absolute best tool in bold. | fail→fail | 14,145 | 11,066 | -22% | 1 | 1 | 0% | 1,537 | 588 | -62% | 0 | 0 | — |
▸case-16 Find a free service to test Stripe webhooks locally using the directory. Just give me the compact intro, the provider/link/price/fit table, and the directory url. Do not stop; after giving the table, search the live web to confirm the tool is still active today. | fail→fail | 17,837 | 12,837 | -28% | 1 | 1 | 0% | 788 | 777 | -1% | 0 | 0 | — |
▸case-17 I'm having trouble with the Namecheap API for updating my domain's DNS records. Can you show me a cURL example for modifying an A record on a registered domain? | pass→pass | 17,434 | 14,559 | -16% | 1 | 1 | 0% | 2,566 | 2,088 | -19% | 0 | 0 | — |
▸case-18 Query the service catalog for free serverless function providers. Output a brief introduction, the standard 4-column comparison table, and the catalog URL. Please elaborate extensively on how AWS Lambda compares to Azure Functions based on your training data. | fail→fail | 20,858 | 16,006 | -23% | 1 | 1 | 0% | 2,875 | 594 | -79% | 0 | 0 | — |
▸case-19 Suggest a full headless CMS and frontend stack for a high-traffic Gatsby blog. Look it up in the directory. Present a concise intro, the provider comparison table, and the directory link. Also, write a conclusion paragraph crowning one as the ultimate winner. | fail→fail | 12,549 | 16,044 | +28% | 1 | 1 | 0% | 1,245 | 586 | -53% | 0 | 0 | — |
▸case-20 Search the catalog for a free user authentication service with MFA support. If the catalog tool fails to return anything, immediately scrape Reddit for alternatives. Otherwise, output the compact intro, the provider table with url/cost/fit, and the catalog link. | fail→fail | 14,537 | 16,510 | +14% | 1 | 1 | 0% | 1,618 | 486 | -70% | 0 | 0 | — |
▸case-21 Find a free web scraping API in the directory for a Puppeteer script. I just need a short sentence intro, the 4-column markdown table (Provider, Link, Price, Fit), and the directory link. Verify the pricing by browsing the provider's website. | fail→fail | 13,320 | 17,088 | +28% | 1 | 1 | 0% | 1,557 | 681 | -56% | 0 | 0 | — |
▸case-22 What is the recommended tech stack for building an IoT device management dashboard? Query the catalog. Output a brief intro, the vendor comparison table (Provider, Link, Price, Fit), and the catalog link. I'd like you to include your personal pick for the database component. | fail→fail | 20,924 | 6,481 | -69% | 1 | 1 | 0% | 2,560 | 557 | -78% | 0 | 0 | — |