
Matches vetted domain experts with remote AI training and engineering roles using AI-driven vetting.
Matches vetted domain experts with remote AI training and engineering roles using AI-driven vetting.
Devlands records 0 monthly visits with — month-over-month growth and Paid pricing. Outlier AI records 10,372,036 monthly visits with +7.6% growth and Paid pricing.
Learn Git by walking through your codebase in a 3D voxel world
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | devlands.com | outlier.ai |
| Pricing Model | Paid | Paid |
| Monthly Visits | 0 (0) | 10.37M (10,372,036) |
| MoM Traffic Delta | 0 (—) | +736.51K (+7.6%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (21.6%) |
| Direct Visits / mo | 0 | 5.82M |
| User Rating | 4.3 | 3.8 |
| Supported Platforms | Website | Website |
Learn Git by walking through your codebase in a 3D voxel world
Renders any Git repository as a walkable voxel world, turning commits, branches, and the staging area into spatial objects you can explore.
A character-led tutorial teaches Git fundamentals progressively, starting from the very basics and building toward everyday workflows.
Try Git operations and see the outcome visualized before running anything against your real project, so mistakes stay harmless.
Inspect, navigate, and edit your code directly from inside the 3D environment without switching tools.

Get paid to train the next generation of AI models
After skill screening, contributors are matched to projects that fit their domain, from coding and math to linguistics and medicine.
No minimum hours and fully remote work, so experts can fit tasks around study, research or a primary job.
Typical work includes writing hard prompts, producing grading rubrics, ranking competing answers and reviewing model reasoning.
Contributors are paid for approved work each week, with rewards that scale with the quality of their output.

Matches vetted domain experts with remote AI training and engineering roles using AI-driven vetting.
Matches vetted domain experts with remote AI training and engineering roles using AI-driven vetting.
Free / Open-sourceLearn to code free with hands-on lessons and instant playgrounds

Free / Open-sourceInteractive math, coding and AI tutoring you learn by doing

Free / Open-sourceThe coding agent that learns your coding taste
Free / Open-sourceThe coding agent that learns your coding taste

Offers crowdsourced data collection and annotation services, operating on a broader task-based crowdsourcing model.
Offers crowdsourced data collection and annotation services, operating on a broader task-based crowdsourcing model.

Connects AI research labs with human subject matter experts for specialized evaluation and data annotation tasks.
Connects AI research labs with human subject matter experts for specialized evaluation and data annotation tasks.
Free / Open-sourceRun many coding agents in parallel, each in its own worktree
Free / Open-sourceRun many coding agents in parallel, each in its own worktree

Free / Open-sourceAI-generated wikis and chat for any public GitHub repository
Free / Open-sourceAI-generated wikis and chat for any public GitHub repository

Established enterprise data annotation provider offering large-scale human validation and alignment services for AI models.

Hands-on lab infrastructure for AI, cloud, and data education

SpecialistHosts AI hackathons and community building events rather than freelance data annotation work.
SpecialistHosts AI hackathons and community building events rather than freelance data annotation work.

Provides enterprise-grade human data and RLHF evaluation, connecting expert annotators with leading AI labs.
Provides enterprise-grade human data and RLHF evaluation, connecting expert annotators with leading AI labs.