Fluidstack VS RoxyBrowser
Compare Fluidstack VS RoxyBrowser, what is the difference between Fluidstack and RoxyBrowser?
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Summarize
Fluidstack summarize
Fluidstack Landing Page
RoxyBrowser summarize
RoxyBrowser Landing Page
Compare Details
Fluidstack details
| Categories | AI Developer Tools, AI Models, Large Language Models (LLMs) |
| Fluidstack Website | https://fluidstack.io?utm_source=toolify |
| Added Time | December 25 2023 |
| Fluidstack Pricing | -- |
RoxyBrowser details
| Categories | AI Developer Tools, AI API, AI App Builder, AI Browsers, AI Code Assistant, AI Github, AI Web Scraping, AI Website Builder |
| RoxyBrowser Website | https://roxybrowser.com?utm_source=toolify |
| Added Time | February 09 2026 |
| RoxyBrowser Pricing | -- |
Comparison of usage
How to use Fluidstack?
To use Fluidstack, you can either reserve a large-scale GPU cluster for AI training and inference or launch on-demand GPU instances. The platform offers fully managed Kubernetes or Slurm environments, and you can contact their engineers for support.
How to use RoxyBrowser?
Setup Environment: Download and install RoxyBrowser from .（https://roxybrowser.com/) Configure AI Identity: Create a new browser profile and bind a high-quality ROLA-IP to ensure a stable residential identity. Enable MCP Server: Activate the built-in MCP (Model Context Protocol) toggle to allow your AI Agent (e.g., OpenClaw) to connect. Deploy & Automate: Input your Agent's logic and start executing autonomous tasks on any website without bot detection. Detailed Tutorial: https://faq.roxybrowser.com/zh/api-documentation/api-reference.html
Compare Pros between Fluidstack and RoxyBrowser
Core features of Fluidstack
- Access to thousands of NVIDIA GPUs (H100, A100, H200, GB200)
- Fully managed infrastructure with Slurm and Kubernetes
- Large scale GPU clusters for training and inference
- On-demand GPU instances
- 24/7 support with 15-minute response times
- 99% uptime guarantee
Core features of RoxyBrowser
- MCP Native Integration
- Behavioral Stealth
- Integrated ROLA-IP Ecosystem
- Roxy AI Agent
- Production-Ready
Compare Use Cases
Use cases for Fluidstack
- Training large AI models
- Running inference at scale
- Deploying and managing GPU clusters
- Accelerating machine learning product development
Use cases for RoxyBrowser
- AI Agent Web Execution Build and deploy autonomous AI Agents using MCP Protocol and OpenClaw. Run agents that can browse, login, and interact with complex web apps (SaaS, Dashboards) without being blocked by anti-bot shields.
- Automated Social Media Farming Scale TikTok, Instagram, and Twitter account matrices using AI. RoxyBrowser combined with ROLA-IP ensures each account has a unique, high-trust residential identity, perfect for AI-driven content posting and engagement.
- High-Security Data Scraping Scrape dynamic content from platforms with aggressive bot detection (Amazon, Google, LinkedIn). RoxyBrowser's AI-Pattern Smoothing makes your crawlers appear as genuine human users.
- Cross-Border E-Commerce Management Securely manage multiple Amazon, eBay, or Etsy stores. Use AI to automate customer service and order tracking in a stabilized, leak-proof browser environment.
Different Plan between Fluidstack and RoxyBrowser
Fluidstack
Sorry, there are no data
RoxyBrowser
Fluidstack's traffic
Fluidstack is the one with 101.4K monthly visits and 00:01:06 Avg.visit duration. Fluidstack has a Page per visit of 2.58 and a bounce rate of 39.33%.
Visit Over Time
| Monthly Visits | 101.4K |
| Avg·visit Duration | 00:01:06 |
| Page per Visit | 2.58 |
| Bounce Rate | 39.33% |
RoxyBrowser's traffic
RoxyBrowser is the one with 82.5K monthly visits and 00:00:31 Avg.visit duration. RoxyBrowser has a Page per visit of 2.34 and a bounce rate of 40.85%.
Visit Over Time
| Monthly Visits | 82.5K |
| Avg·visit Duration | 00:00:31 |
| Page per Visit | 2.34 |
| Bounce Rate | 40.85% |
Geography
The top 5 countries/regions for Fluidstack are:United States 80.13%, United Kingdom 6.42%, India 2.15%, Canada 1.61%, Vietnam 1.48%
Top 5 Countries/regions
 | 80.13% |
 | 6.42% |
 | 2.15% |
 | 1.61% |
 | 1.48% |
Geography
The top 5 countries/regions for RoxyBrowser are:China 32.26%, United States 11.63%, Hong Kong, China 5.96%, Singapore 5.26%, Vietnam 4.81%
Top 5 Countries/regions
 | 32.26% |
| 11.63% |
 | 5.96% |
 | 5.26% |
| 4.81% |
Traffic Sources
The 6 main sources of traffic to Fluidstack are:vs_sourcesSearchOrganic 34.64%, vs_sourcesSocialOrganic 31.53%, Direct 25.60%, Referrals 5.40%, Mail 1.88%, vs_sourcesGenAi 0.94%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSearchOrganic | 34.64% |
vs_sourcesSocialOrganic | 31.53% |
Direct | 25.60% |
Referrals | 5.40% |
Mail | 1.88% |
vs_sourcesGenAi | 0.94% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Traffic Sources
The 6 main sources of traffic to RoxyBrowser are:Direct 34.56%, vs_sourcesSearchOrganic 26.30%, Referrals 17.12%, vs_sourcesDisplayAds 16.14%, vs_sourcesSocialOrganic 4.70%, vs_sourcesGenAi 1.11%, Mail 0.06%, vs_sourcesAffiliate 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
Direct | 34.56% |
vs_sourcesSearchOrganic | 26.30% |
Referrals | 17.12% |
vs_sourcesDisplayAds | 16.14% |
vs_sourcesSocialOrganic | 4.70% |
vs_sourcesGenAi | 1.11% |
Mail | 0.06% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesSearchPaid | 0.00% |
vs_sourcesSocialPaid | 0.00% |
Which is better: Fluidstack or RoxyBrowser?
Fluidstack might be a bit more popular than RoxyBrowser.As you can see, Fluidstack has 101.4K monthly visits, while RoxyBrowser has 82.5K monthly visits. So more people choose Fluidstack. So the odds are that people will recommend Fluidstack more on social platforms.
Fluidstack has an Avg.visit duration of 00:01:06, while RoxyBrowser has an Avg.visit duration of 00:00:31. Also, Fluidstack has a page per visit of 2.58 and a Bounce Rate of 39.33%. RoxyBrowser has a page per visit of 2.34 and a Bounce Rate of 40.85%.
The main users of Fluidstack are United States, United Kingdom, India, Canada, Vietnam, with the following distribution: 80.13%, 6.42%, 2.15%, 1.61%, 1.48%.
The main users of RoxyBrowser are China, United States, Hong Kong, China, Singapore, Vietnam, with the following distribution: 32.26%, 11.63%, 5.96%, 5.26%, 4.81%.
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