
Free / Open-sourceThe agent recruits, you manage talent
Humanly records 109,717 monthly visits with -19.1% month-over-month growth and Contact for Pricing pricing. Labelbox records 762,803 monthly visits with -22.8% growth and Contact for Pricing pricing.
Automated recruiting conversations and AI interviews for high-volume, frontline hiring
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | humanly.io | labelbox.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 109.72K (109,717) | 762.8K (762,803) |
| MoM Traffic Delta | -25.85K (-19.1%) | -225.17K (-22.8%) |
| Primary Market & Share | 🇺🇸 United States (66.8%) | 🇺🇸 United States (21.9%) |
| Direct Visits / mo | 50.07K | 370.02K |
| User Rating | 4.1 | 4.4 |
| Supported Platforms | Website | Website |
Automated recruiting conversations and AI interviews for high-volume, frontline hiring
Outreach across chat, SMS, email, voice and video so every applicant receives a timely reply, with automatic re-engagement of past applicants.
Structured AI-run video, voice and asynchronous interviews delivered consistently to every candidate, with ranked output for recruiters.
Candidates are evaluated through structured conversations rather than keyword resume matching, producing a ranked shortlist with the transcripts and reasoning behind each name.
Configurable workflows evaluate, score and book qualified candidates into interview slots automatically, so top applicants get invites before competitors respond.

The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.

Free / Open-sourceThe agent recruits, you manage talent
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.

SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.

The AI-native ATS that replaces your entire recruiting stack
The AI-native ATS that replaces your entire recruiting stack

Talent engagement platform that automates screening, scheduling and candidate messaging with AI
Talent engagement platform that automates screening, scheduling and candidate messaging with AI

Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.

Autonomous hiring powered by agentic AI

SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.

Free / Open-sourceAgentic recruiting platform for sourcing, screening, and interviews
Free / Open-sourceAgentic recruiting platform for sourcing, screening, and interviews
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.

An AI recruiter that interviews, verifies, and screens every applicant
An AI recruiter that interviews, verifies, and screens every applicant