Scale AI VS exe.dev
Compare Scale AI VS exe.dev, what is the difference between Scale AI and exe.dev?
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Summarize
Scale AI summarize
Deliver value from your AI investments faster with better data. Better data leads to more performant models. Performant models lead to faster deployment.
Scale AI Landing Page
exe.dev summarize
exe.dev Landing Page
Compare Details
Scale AI details
| Categories | AI Developer Tools, Large Language Models (LLMs), AI Models, AI Agent, AI Text Generator, AI Research Tool |
| Scale AI Website | https://scale.com?utm_source=toolify |
| Added Time | March 07 2023 |
| Scale 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 Scale AI?
Scale AI offers various products and services. You can explore their Scale Data Engine for data training, Scale GenAI Platform for generative AI, and Scale Donovan for AI-powered decision-making. You can also leverage their evaluation tools for AI models and applications. Contact them for a demo or to discuss your specific needs.
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 Scale AI and exe.dev
Core features of Scale AI
- High-quality training data for AI models
- Scale Data Engine for data management and labeling
- Scale GenAI Platform for full-stack Generative AI
- Scale Donovan for AI-powered decision-making
- AI model evaluation and red teaming
- RLHF (Reinforcement Learning from Human Feedback)
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 Scale AI
- Developing self-driving car AI with high-quality training data.
- Building Generative AI applications using the Scale GenAI Platform.
- Improving AI model performance through supervised fine-tuning and RLHF.
- Evaluating the safety and robustness of AI models using SEAL Leaderboards.
- Integrating enterprise data into foundation models for strategic differentiation.
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 Scale AI and exe.dev
Scale AI
Sorry, there are no data
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
Scale AI's traffic
Scale AI is the one with 595.6K monthly visits and 00:01:56 Avg.visit duration. Scale AI has a Page per visit of 2.95 and a bounce rate of 48.17%.
Visit Over Time
| Monthly Visits | 595.6K |
| Avg·visit Duration | 00:01:56 |
| Page per Visit | 2.95 |
| Bounce Rate | 48.17% |
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 Scale AI are:United States 33.44%, Mexico 6.44%, India 6.14%, Vietnam 6.09%, United Kingdom 5.76%
Top 5 Countries/regions
 | 33.44% |
 | 6.44% |
 | 6.14% |
 | 6.09% |
 | 5.76% |
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 Scale AI are:vs_sourcesSearchOrganic 50.28%, Direct 32.80%, Referrals 7.32%, vs_sourcesSocialOrganic 5.27%, vs_sourcesGenAi 2.78%, Mail 0.97%, vs_sourcesSocialPaid 0.28%, vs_sourcesDisplayAds 0.27%, vs_sourcesSearchPaid 0.03%, vs_sourcesAffiliate 0.00%
vs_sourcesSearchOrganic | 50.28% |
Direct | 32.80% |
Referrals | 7.32% |
vs_sourcesSocialOrganic | 5.27% |
vs_sourcesGenAi | 2.78% |
Mail | 0.97% |
vs_sourcesSocialPaid | 0.28% |
vs_sourcesDisplayAds | 0.27% |
vs_sourcesSearchPaid | 0.03% |
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: Scale AI or exe.dev?
Scale AI might be a bit more popular than exe.dev.As you can see, Scale AI has 595.6K monthly visits, while exe.dev has 113.3K monthly visits. So more people choose Scale AI. So the odds are that people will recommend Scale AI more on social platforms.
Scale AI has an Avg.visit duration of 00:01:56, while exe.dev has an Avg.visit duration of 00:01:23. Also, Scale AI has a page per visit of 2.95 and a Bounce Rate of 48.17%. exe.dev has a page per visit of 2.25 and a Bounce Rate of 39.76%.
The main users of Scale AI are United States, Mexico, India, Vietnam, United Kingdom, with the following distribution: 33.44%, 6.44%, 6.14%, 6.09%, 5.76%.
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%.
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