
Free / Open-sourceThe agent recruits, you manage talent
Scale records 616,915 monthly visits with +12.5% month-over-month growth and Contact for Pricing pricing. Jellyfish (VibeOnly) records 0 monthly visits with 0% growth and Demo-based / contact sales pricing.
An AI sourcing teammate that learns how your recruiters pick candidates
| Dimension / Metric | ||
|---|---|---|
| Official Domain | scale.com | vibeonly.ai |
| Pricing Model | Contact for Pricing | Demo-based / contact sales |
| Monthly Visits | 616.92K (616,915) | 0 (0) |
| MoM Traffic Delta | +68.69K (+12.5%) | 0 (0%) |
| Primary Market & Share | 🇺🇸 United States (44.2%) | 🌐 Global (—) |
| Direct Visits / mo | 191.41K | 0 |
| User Rating | 4.7 | 3.8 |
| Supported Platforms | Website | Website |
The data, evaluations and systems behind AI that has to be right.
Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
An AI sourcing teammate that learns how your recruiters pick candidates
Amy tracks who each recruiter submits, passes on, and places, then applies those patterns to future searches instead of relying on static filters.
Paste a job order or call notes and Amy drafts the requirement list, suggests criteria you may have missed, and waits for your approval before anything is added.
Candidates are surfaced from projects, research, and online communities, with supporting evidence for each match so recruiters can judge fit before reaching out.
Once Amy understands your taste, she can keep sourcing and contacting candidates while your team is on calls, with configurable autonomy per workflow step.

Free / Open-sourceThe agent recruits, you manage talent
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.
SpecialistStreamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks.

Free / Open-sourceAI agents that introduce great candidates to ambitious companies
Free / Open-sourceAI agents that introduce great candidates to ambitious companies

Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.
Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business.

AI-powered candidate matching inside Arc's vetted remote-talent marketplace
AI-powered candidate matching inside Arc's vetted remote-talent marketplace

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

Free / Open-sourceAI recruitment software that unites ATS, CRM and automated candidate screening
Free / Open-sourceAI recruitment software that unites ATS, CRM and automated candidate screening

Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces.
Free / Open-sourceAI-powered applicant tracking that takes hiring from source to hire in one workspace.
Free / Open-sourceAI-powered applicant tracking that takes hiring from source to hire in one workspace.

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-sourceJuicebox is an AI recruiting platform that turns plain-language hiring briefs into ranked candidate lists, then helps recruiters reach out, sequence, and track replies.
Free / Open-sourceJuicebox is an AI recruiting platform that turns plain-language hiring briefs into ranked candidate lists, then helps recruiters reach out, sequence, and track replies.