Union.ai VS exe.dev
Compare Union.ai VS exe.dev, what is the difference between Union.ai and exe.dev?
You may like
Summarize
Union.ai summarize
Union Cloud is a managed workflow orchestrator built on Flyte™ that enables ML product teams to confidently build, manage, and monitor robust, reliable, and scalable data and ML pipelines, without worrying about the underlying infrastructure.
Union.ai Landing Page
exe.dev summarize
exe.dev Landing Page
Compare Details
Union.ai details
| Categories | AI Developer Tools, AI Workflow, Large Language Models (LLMs), AI Models |
| Union.ai Website | https://Union.ai?utm_source=toolify |
| Added Time | May 19 2023 |
| Union.ai Pricing | -- |
exe.dev details
| Categories | AI Developer Tools, AI Agent, AI App Builder |
| exe.dev Website | https://exe.dev?utm_source=toolify |
| Added Time | August 21 2026 |
| exe.dev Pricing | -- |
Comparison of usage
How to use Union.ai?
Union.ai integrates with your existing stack. You can orchestrate complex workflows, serve models, and cut development costs. The platform helps unify data, automate workflows, and track data lineage. It also provides real-time cost observability and integrates with various clouds, models, and frameworks.
How to use exe.dev?
Create an exe.dev account and choose a plan, then launch a VM using the exe.dev command-line interface or web interface. Use commands such as "ssh exe.dev new" to create a machine, optionally specifying its name, image, prompt, or disk size. Once ready, connect through SSH, access applications through HTTPS proxy URLs, or use Shelley as a built-in web coding agent. Teams can manage users and permissions through administrative controls and SSO.
Compare Pros between Union.ai and exe.dev
Core features of Union.ai
- Managed workflow orchestration
- Real-time cost optimization
- Massive unstructured data management
- Data lineage tracking
- Integration with existing tools and clouds
Core features of exe.dev
- Instant disposable and persistent Linux VMs
- SSH access, HTTPS application proxying, root privileges, apt, and systemd
- Built-in Shelley web coding agent for developers and AI agents
- API-first VM creation and management
- Private-by-default infrastructure with IAM-based sharing
- Configurable CPU, memory, and disk resources
- Pooled resources that support multiple VMs and burstable team capacity
- Support for development, sandbox, VPS, data analysis, and production workloads
Compare Use Cases
Use cases for Union.ai
- Personalizing cancer therapy with AI-enabled predictive tests
- Accelerating autonomous driving innovation
- Accelerating protein design model development
- Consolidating data and ML operations for insurance companies
Use cases for exe.dev
- Create disposable Linux sandboxes for AI coding agents
- Build and host web applications on persistent cloud VMs
- Develop remotely over SSH from a laptop, tablet, or phone
- Give an AI agent a fresh machine and a natural-language coding task
- Run data analysis workflows using SQL and visualization tools
- Create shared team development environments with IAM and SSO
- Prototype applications before deploying them to production
- Host lightweight services with HTTPS access and persistent storage
Different Plan between Union.ai and exe.dev
Union.ai
Pay As You Go
$30 in free credit, no credit card required. Ship your first production model in seconds without worrying about infrastructure. Ideal for individuals.
Discounted Pricing
Ship your first production model in seconds without worrying about infrastructure. Ideal for individuals. Qualify.
Tiered Pricing
Built for enterprises that require a secure and scalable platform to build AI products. Get in touch.
exe.dev
$20/month
50 VMs, 100 GB pooled disk, and 200 GB data transfer
$25/user/month
50 VMs per user, 100 GB pooled disk, 250 GB data transfer, admin and user management, and SSO
$35.84/hour
512 vCPU, 2,048 GB RAM, thousands of VMs with pooled disks, admin and user management, SSO, and AWS VPC integration
$0.08/GB/month
Charged for disk usage beyond the included allocation
$0.05/GB/month
Charged for data transfer beyond the included allocation
Union.ai's traffic
Union.ai is the one with 28.1K monthly visits and 00:00:27 Avg.visit duration. Union.ai has a Page per visit of 2.27 and a bounce rate of 43.70%.
Visit Over Time
| Monthly Visits | 28.1K |
| Avg·visit Duration | 00:00:27 |
| Page per Visit | 2.27 |
| Bounce Rate | 43.70% |
exe.dev's traffic
exe.dev is the one with 113.3K monthly visits and 00:01:23 Avg.visit duration. exe.dev has a Page per visit of 2.25 and a bounce rate of 39.76%.
Visit Over Time
| Monthly Visits | 113.3K |
| Avg·visit Duration | 00:01:23 |
| Page per Visit | 2.25 |
| Bounce Rate | 39.76% |
Geography
The top 5 countries/regions for Union.ai are:United States 43.92%, India 10.50%, Germany 7.04%, Italy 6.36%, Netherlands 5.95%
Top 5 Countries/regions
 | 43.92% |
 | 10.50% |
 | 7.04% |
 | 6.36% |
 | 5.95% |
Geography
The top 5 countries/regions for exe.dev are:United States 41.86%, Germany 10.03%, Vietnam 6.74%, Thailand 6.39%, India 5.23%
Top 5 Countries/regions
| 41.86% |
| 10.03% |
 | 6.74% |
 | 6.39% |
| 5.23% |
Traffic Sources
The 6 main sources of traffic to Union.ai are:Direct 48.69%, vs_sourcesSocialOrganic 15.94%, Referrals 15.03%, vs_sourcesSearchOrganic 7.83%, vs_sourcesGenAi 3.72%, vs_sourcesSearchPaid 3.45%, vs_sourcesSocialPaid 3.27%, vs_sourcesDisplayAds 2.06%, Mail 0.00%, vs_sourcesAffiliate 0.00%
Direct | 48.69% |
vs_sourcesSocialOrganic | 15.94% |
Referrals | 15.03% |
vs_sourcesSearchOrganic | 7.83% |
vs_sourcesGenAi | 3.72% |
vs_sourcesSearchPaid | 3.45% |
vs_sourcesSocialPaid | 3.27% |
vs_sourcesDisplayAds | 2.06% |
Mail | 0.00% |
vs_sourcesAffiliate | 0.00% |
Traffic Sources
The 6 main sources of traffic to exe.dev are:Direct 57.80%, vs_sourcesSocialOrganic 20.45%, vs_sourcesSearchOrganic 9.33%, Referrals 9.21%, Mail 2.50%, vs_sourcesGenAi 0.55%, vs_sourcesSocialPaid 0.17%, vs_sourcesAffiliate 0.00%, vs_sourcesDisplayAds 0.00%, vs_sourcesSearchPaid 0.00%
Direct | 57.80% |
vs_sourcesSocialOrganic | 20.45% |
vs_sourcesSearchOrganic | 9.33% |
Referrals | 9.21% |
Mail | 2.50% |
vs_sourcesGenAi | 0.55% |
vs_sourcesSocialPaid | 0.17% |
vs_sourcesAffiliate | 0.00% |
vs_sourcesDisplayAds | 0.00% |
vs_sourcesSearchPaid | 0.00% |
Which is better: Union.ai or exe.dev?
exe.dev might be a bit more popular than Union.ai.As you can see, Union.ai has 28.1K monthly visits, while exe.dev has 113.3K monthly visits. So more people choose exe.dev. So the odds are that people will recommend exe.dev more on social platforms.
Union.ai has an Avg.visit duration of 00:00:27, while exe.dev has an Avg.visit duration of 00:01:23. Also, Union.ai has a page per visit of 2.27 and a Bounce Rate of 43.70%. exe.dev has a page per visit of 2.25 and a Bounce Rate of 39.76%.
The main users of Union.ai are United States, India, Germany, Italy, Netherlands, with the following distribution: 43.92%, 10.50%, 7.04%, 6.36%, 5.95%.
The main users of exe.dev are United States, Germany, Vietnam, Thailand, India, with the following distribution: 41.86%, 10.03%, 6.74%, 6.39%, 5.23%.
See other comparisons
Featured*
