Coreframe Cloud VS SerpApi

Coreframe Cloud's answer

A whole dedicated RTX 5080, billed by the minute, priced in rupees with GST already included and a tax invoice you can claim input credit on — a combination we haven't found anywhere else in India. Most Indian GPU clouds sell headless Linux on datacentre cards to AI teams. Most cloud-workstation services that actually understand 3D work bill in dollars from outside India. Coreframe gives you a real Windows desktop with D5 Render, Blender, Twinmotion and Unreal Engine already installed, project files that persist between sessions, and billing that starts when the stream does and stops when you close it. Bring your own licence for Lumion, Enscape, Revit or 3ds Max — we provide the machine, never the licence

SerpApi's answer:

We provide more search engines under one subscription.

Coreframe Cloud's answer

Architects, interior designers and architectural visualisation studios, along with freelance 3D visualisers and students who need workstation-class hardware without buying it. A second group is HVAC and mechanical engineers who need pressure-drop numbers for ducts, pipes and fittings, including a three-mesh Verified study for when the answer has to stand up. The common thread is bursty work: heavy rendering or simulation before a deadline and very little after, which is exactly the pattern that makes owning a ₹5,00,000 machine hard to justify.

SerpApi's answer:

Developers/Companies who need data from search engines.

Coreframe Cloud's answer

The workstations are Windows 11 machines, each with a dedicated RTX 5080 (16 GB), streamed to your laptop over an encrypted private network with latency low enough for real-time viewport work. D5 Render, Blender, Twinmotion and Unreal Engine ship on the standard image, and project files persist in storage in the same Bengaluru facility. CFD runs on dedicated compute machines, one per job, which are deleted when the job finishes. Payments go through Razorpay, with GST invoices for Indian customers.

SerpApi's answer:

Ruby on Rails and MongoDB

Coreframe Cloud's answer

Coreframe Cloud rents full Windows desktops on NVIDIA RTX 5080 GPUs, streamed to any laptop and billed by the minute. Built for architects, interior designers, visualisation studios and CFD engineers who need workstation-class hardware for the hours they actually use it. Hosted in Bengaluru, billed in INR with GST included.

SerpApi's answer:

We're the first web scraping company that focus on scraping search engines.

Coreframe Cloud's answer

Coreframe Compute Labs was founded in Bengaluru in 2026 around a specific observation: the workstation an Indian design studio needs to render comfortably costs around ₹5,00,000 landed, gets bought once, and then sits idle most of the week. The cloud alternatives were either headless Linux boxes built for AI training, or foreign services billing in dollars with no Indian tax invoice. Neither suits someone who just wants to open Lumion and hit render. So we built the unglamorous version: a real Windows machine with a real GPU, hosted in Bengaluru, rented by the minute, with a GST invoice at the end of it.

SerpApi's answer:

Back in 2017, Julien Khaleghy, the founder of SerpApi, built an iOS app that can analyze data from a picture. iOS didn't have a proper machine learning framework back then. It was challenging: iPhones' RAM were limited, no GPU or no dedicated chip acceleration were available, using only CPU was painfully slow, and compiling/porting C code from machine learning framework like Tensorflow or Caffe to iOS wasn't straightforward. Oddly, all of this wasn't the most difficult part of this project. Collecting images from Google Images was.

In these projects, 80% of his time ended up being spent on scraping and parsing Google Images. And maybe only 20% on actual machine learning model training, UI design of the actual apps, and iOS programming. This is how SerpApi was born.

SerpApi's answer:

• Airbnb
• Nvidia
• Meta
• Shopify
• Grubhub
• and more!