Fluidstack VS Browser Cloud By TestMu AI
Compare Fluidstack VS Browser Cloud By TestMu AI, what is the difference between Fluidstack and Browser Cloud By TestMu AI?
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Summarize
Fluidstack summarize
Fluidstack Landing Page
Browser Cloud By TestMu AI summarize
Browser Cloud By TestMu AI 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 | -- |
Browser Cloud By TestMu AI details
| Categories | AI Developer Tools |
| Browser Cloud By TestMu AI Website | https://www.testmuai.com/browser-cloud/?utm_source=toolify&utm_medium=content_collab&utm_campaign=product-listing |
| Added Time | July 11 2026 |
| Browser Cloud By TestMu AI 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 Browser Cloud By TestMu AI?
1. Install the SDK — run: npm install -g @testmuai/browser-cloud 2. Add your credentials — configure your TestMu AI username and access key (grab them from your dashboard). 3. Launch a session — point Playwright, Puppeteer, Selenium, or your AI agent at Browser Cloud and spin up a real Chrome session on demand. 4. Automate — scrape, test, or run agent workflows. Enable Stealth Mode, pick from 180+ geolocations, and persist login state across runs as needed. 5. Use the Tunnel for internal apps — connect sessions to localhost, staging, or firewalled dashboards with the built-in TestMu AI Tunnel. 6. Observe & debug — review live views, video replays, network logs, and console output for every session. Prefer no-code? Add the TestMu AI Agent node in n8n to give your workflows real browsers without writing a line of code. Working starters are available in the cookbook for OpenAI Computer Use, Claude Computer Use, Gemini, Playwright, and Puppeteer.
Compare Pros between Fluidstack and Browser Cloud By TestMu AI
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 Browser Cloud By TestMu AI
- Real Chrome on demand — full-featured browser sessions that render JavaScript and hydrate the page
- Instant scale — sub-second starts, hundreds of concurrent sessions, no queues or capacity planning
- Long-running sessions — run up to 24 hours per session
- Built-in Stealth Mode — fingerprint masking, CAPTCHA solving, and ad blocking
- Session persistence — cookies, local storage, and login state carry across runs
- 180+ geolocations — geo-targeted proxies with no VPN or IP-rotation setup
- Built-in TestMu AI Tunnel — reach localhost, staging, and internal apps behind firewalls
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 Browser Cloud By TestMu AI
- AI agent execution on the live web
- Web scraping and structured data extraction from JS-heavy SPAs
- QA and automated browser testing at scale
- Multi-step workflow automation (auth, cookies, CSRF tokens handled)
- Competitive intelligence and price monitoring
Different Plan between Fluidstack and Browser Cloud By TestMu AI
Fluidstack
Sorry, there are no data
Browser Cloud By TestMu AI
$39/Monthly
Flat-rate access with unlimited automation across 3,000+ browser environments — no per-hour charges and no proxy-overage surprises.
Fluidstack's traffic
Fluidstack is the one with 91.5K monthly visits and 00:01:43 Avg.visit duration. Fluidstack has a Page per visit of 2.80 and a bounce rate of 38.29%.
Visit Over Time
| Monthly Visits | 91.5K |
| Avg·visit Duration | 00:01:43 |
| Page per Visit | 2.80 |
| Bounce Rate | 38.29% |
Browser Cloud By TestMu AI's traffic
Browser Cloud By TestMu AI is the one with 636.6K monthly visits and 00:00:46 Avg.visit duration. Browser Cloud By TestMu AI has a Page per visit of 1.92 and a bounce rate of 49.63%.
Visit Over Time
| Monthly Visits | 636.6K |
| Avg·visit Duration | 00:00:46 |
| Page per Visit | 1.92 |
| Bounce Rate | 49.63% |
Geography
The top 5 countries/regions for Fluidstack are:United States 85.94%, United Kingdom 5.40%, India 1.75%, Canada 1.34%, Spain 1.33%
Top 5 Countries/regions
 | 85.94% |
 | 5.40% |
 | 1.75% |
 | 1.34% |
 | 1.33% |
Geography
The top 5 countries/regions for Browser Cloud By TestMu AI are:India 19.83%, United States 11.62%, Germany 5.50%, United Kingdom 3.10%, Pakistan 2.79%
Top 5 Countries/regions
| 19.83% |
| 11.62% |
 | 5.50% |
| 3.10% |
 | 2.79% |
Traffic Sources
The 6 main sources of traffic to Fluidstack are:vs_sourcesSocialOrganic 38.56%, vs_sourcesSearchOrganic 31.80%, Direct 23.22%, Referrals 3.72%, Mail 1.84%, vs_sourcesGenAi 0.86%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%, vs_sourcesSocialPaid 0.00%
vs_sourcesSocialOrganic | 38.56% |
vs_sourcesSearchOrganic | 31.80% |
Direct | 23.22% |
Referrals | 3.72% |
Mail | 1.84% |
vs_sourcesGenAi | 0.86% |
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 Browser Cloud By TestMu AI are:vs_sourcesSearchOrganic 49.55%, Direct 29.93%, vs_sourcesSearchPaid 7.21%, Referrals 4.32%, vs_sourcesGenAi 3.34%, vs_sourcesSocialOrganic 2.57%, vs_sourcesSocialPaid 1.19%, vs_sourcesDisplayAds 1.05%, Mail 0.76%, vs_sourcesAffiliate 0.09%
vs_sourcesSearchOrganic | 49.55% |
Direct | 29.93% |
vs_sourcesSearchPaid | 7.21% |
Referrals | 4.32% |
vs_sourcesGenAi | 3.34% |
vs_sourcesSocialOrganic | 2.57% |
vs_sourcesSocialPaid | 1.19% |
vs_sourcesDisplayAds | 1.05% |
Mail | 0.76% |
vs_sourcesAffiliate | 0.09% |
Which is better: Fluidstack or Browser Cloud By TestMu AI?
Browser Cloud By TestMu AI might be a bit more popular than Fluidstack.As you can see, Fluidstack has 91.5K monthly visits, while Browser Cloud By TestMu AI has 636.6K monthly visits. So more people choose Browser Cloud By TestMu AI. So the odds are that people will recommend Browser Cloud By TestMu AI more on social platforms.
Fluidstack has an Avg.visit duration of 00:01:43, while Browser Cloud By TestMu AI has an Avg.visit duration of 00:00:46. Also, Fluidstack has a page per visit of 2.80 and a Bounce Rate of 38.29%. Browser Cloud By TestMu AI has a page per visit of 1.92 and a Bounce Rate of 49.63%.
The main users of Fluidstack are United States, United Kingdom, India, Canada, Spain, with the following distribution: 85.94%, 5.40%, 1.75%, 1.34%, 1.33%.
The main users of Browser Cloud By TestMu AI are India, United States, Germany, United Kingdom, Pakistan, with the following distribution: 19.83%, 11.62%, 5.50%, 3.10%, 2.79%.
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