Gongji Compute
Cloud AI development workstations with full dev environments ready to code anywhere. Production-grade elastic compute platform with smart autoscaling and great value -- your compute partner.
Project Roles & Tools
Product Design
Build hi-fi interactive prototypes for AI products with Figma, V0.dev, and Cursor; design interfaces in Figma with the Linear visual language to validate solutions and collaborate efficiently with engineering
Product Design
Build hi-fi interactive prototypes for AI products with Figma, V0.dev, and Cursor; design interfaces in Figma with the Linear visual language to validate solutions and collaborate efficiently with engineering
Growth Hacking
Use Rybbit and Metabase to track user behavior and analyze business data, providing evidence for product decisions. Run data-driven experiments and optimizations to quickly validate hypotheses and boost acquisition and retention
Growth Hacking
Use Rybbit and Metabase to track user behavior and analyze business data, providing evidence for product decisions. Run data-driven experiments and optimizations to quickly validate hypotheses and boost acquisition and retention
Product Strategy
Formulate iteration strategy based on tracking and analysis results to improve user experience and business metrics
Product Strategy
Formulate iteration strategy based on tracking and analysis results to improve user experience and business metrics
User Pain Points & Real Complaints
In-depth research shows compute costs and technical hurdles are becoming the biggest blockers to innovation
GPU hardware often costs tens of thousands, keeping indie developers and small teams out
CUDA, drivers, and deep learning framework versions conflict, taking days to configure
Cooling, hardware failures, and crashes turn engineers into ops people
Expensive GPUs sit idle most of the time while fixed costs remain
When a project suddenly needs more compute, long procurement cycles miss the best window
Requires deep knowledge of hardware architecture and operations; the tech stack is too heavy
用户真实吐槽
真实用户反馈 · 数据来源：微博、知乎、GitHub Issues
Who It's For
Every industry has AI dreams--why let compute costs stop you? We deliver tailored compute solutions for each user group
Developers & Startup Teams
Teams seeking efficient development without heavy hardware spend
AI dev environment ready in 3 minutes, no painful setup
30+ preinstalled tools; JupyterLab and VS Code work out of the box
Starts at ¥1.68/hour, saving up to 90% vs. owning GPUs
Deploy in 10 seconds--ship right after coding
AIGC Creators
Content creators focused on creativity without hardware limits
Cover text-to-image, video generation, AI 3D modeling and more
Tightly integrated Stable Diffusion, Flux, and ComfyUI
RTX 4090 clusters ensure commercial-grade outputs
Pay by the second--pay when creating, zero cost when idle
Education Institutions
Teachers who need standardized environments for AI courses
Teachers build images and distribute to the whole class in one click
Revoke sharing at term end to protect IP
No need to provision costly hardware per student
Unified AI teaching environment to avoid configuration discrepancies
Enterprise Customers
Business users needing production-grade compute with stability and reliability
99.9% service availability with 24x7 expert support
Smart autoscaling handles traffic swings and saves 50% costs
Full OpenAPI to integrate into business systems
No infra management--focus on business innovation
Research Teams
Labs running large-scale computation and model training
Thousands of 4090s on standby for massive parallel jobs
Supports mainstream deep learning frameworks like PyTorch and TensorFlow
Long-running job support for training and data processing
SSH access and full Linux environment for complex research needs
Product Matrix
Say goodbye to costly GPUs and focus on code. Choose the compute solution that fits you best and bring development back to the essentials.
Cloud Server
One-stop GPU dev environment with preinstalled DL frameworks; supports Jupyter and VS Code, starting at ¥1.68/hour
Elastic Serverless
China's first GPU Serverless--autoscaling for traffic swings; deploy APIs in 10 seconds
Per-Second Billing
Transparent per-second pricing--pay only for real value, free from local hardware limits
Thousands of 4090s In Stock
RTX 4090 clusters ready on demand--production-grade without infra overhead
1,000+ companies have left compute anxiety behind
Don't let compute shackle creativity--100k+ developers are free from hardware stress
Competitive Analysis
Deep dive into key competitors' features and positioning to inform product strategy
AWS SageMaker
核心价值
Provides data scientists and developers a fully managed ML platform that simplifies the workflow from data prep to deployment, letting users focus on algorithm innovation instead of infrastructure.
Google Cloud AI Platform
核心价值
Leverages Google's AI strengths to offer end-to-end solutions from data processing to model training and deployment, with leading capabilities in NLP and computer vision.
Alibaba Cloud PAI
核心价值
Built on Alibaba's scenarios and tech stack, offering localized ML platform services for Chinese enterprises across data processing, model development, and deployment.
Baidu AI Cloud EasyDL
核心价值
Lowers the AI barrier so users without deep learning backgrounds can build and deploy models quickly--ideal for SMEs and traditional industries going digital.
Screenshots
