# Scale vs Jellyfish (VibeOnly)

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.

| Metric | [Scale](https://openaitools.app/tool/scale) | [Jellyfish (VibeOnly)](https://openaitools.app/tool/vibeonly) |
| :--- | :--- | :--- |
| Website URL | https://scale.com | https://www.vibeonly.ai |
| Categories | AI Developer Tools, Large Language Models (LLMs), AI Models, AI Agent | AI Recruiting, AI Testing, AI Developer Tools |
| Pricing Model | Contact for Pricing | Demo-based / contact sales |
| Monthly Visits | 616,915 | 0 |
| MoM Growth Rate | +12.5% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 191,408 | 0 |
| Review Score | 4.7 | 3.8 |
| Saved Count | 3 | 0 |
| Supported Platforms | Website | Website |

## Scale

Scale positions itself as the infrastructure layer for reliable AI - the data, evaluations and deployment support that sit underneath working systems rather than a single consumer-facing model. Founded in 2016, it built its reputation supplying training data and labelling capacity to the autonomous vehicle and then the generative AI wave, and now describes itself as powering a large share of the world's leading generative AI model builders.

The offering spans three broad areas. Data covers sourcing and expert annotation for training and fine-tuning, including RLHF-style preference data. Evaluation covers public leaderboards and private benchmarks used to measure model capability and safety. Applications covers the build-and-deploy side: identifying a viable use case, constructing the system and owning the outcome, with agentic AI for enterprise operations.

Scale's customer list leans heavily enterprise and public sector, including large technology companies, healthcare providers, media organisations, energy companies and government defence programmes. Because engagements are scoped rather than self-serve, pricing is arranged through a sales process, and the platform is aimed at organisations with serious data volume, strict compliance needs and a mandate to put AI into production.

**Pricing & Plans:** Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity.

- **Data Engine:** Human-sourced and expert-annotated training data, including specialist contributors with advanced degrees, at the quality bar frontier labs require.
- **Model evaluation & benchmarks:** Public leaderboards plus private benchmarks that test model capability and safety for the most ambitious AI developers.
- **Enterprise AI applications:** Platform and services teams that pick the right use case, build the system and take ownership of the outcome.
- **Agentic deployment:** Agentic systems designed around measurable business outcomes across private equity portfolios, energy and healthcare operations.
- **Domain expertise:** Programmes spanning healthcare, robotics, defence, public sector and enterprise with human oversight built in.

**Strengths:** Backed by a long track record in training data and model evaluation.; End-to-end coverage from data sourcing through to deployed systems.; Experienced with regulated, classified and safety-critical environments.; Benchmarks and leaderboards give an independent view of model capability.

**Limitations:** No public pricing or self-serve signup - you need a sales conversation to get started.; Enterprise-scale contracting and data operations require real internal commitment.; Overkill for small teams with modest data or evaluation needs.; Some projects involve sensitive government and defence work with strict compliance overhead.

[Profile (Markdown)](https://openaitools.app/tool/scale.md)

## Jellyfish (VibeOnly)

Jellyfish began life as VibeOnly, an AI skills assessment product for evaluating AI-native talent. The company has since repositioned around a different problem: how recruiting firms turn their best recruiters' instincts into something repeatable. The result is Amy, an AI sourcing employee that studies a firm's real hiring behavior and replicates it on new searches.

The product works from intake to outreach. Recruiters hand Amy a job order or call notes; she extracts and proposes requirements, flags gaps the brief missed (for example, whether a government role needs a security clearance), and waits for approval on each requirement. From there she sources beyond LinkedIn into projects, research, and online communities, and shows the evidence behind every match so recruiters decide who is worth submitting.

The core differentiator is learning. Amy records who gets submitted, who gets passed on, and who gets placed, and carries that pattern into the next role — even a role of a different type. Each client's requirements stay separated, and firms choose how much Amy is allowed to do autonomously versus what gets checked first. Access is via a live demo, and the application sign-in lives at recruiter.vibeonly.ai.

**Pricing & Plans:** Jellyfish does not publish public pricing. Access starts with a live demo booked through the site, after which commercial terms are handled directly with the sales team. The legacy VibeOnly free trial is no longer advertised.

- **Taste learning from real outcomes:** Amy tracks who each recruiter submits, passes on, and places, then applies those patterns to future searches instead of relying on static filters.
- **Guided intake and requirement approval:** 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.
- **Sourcing beyond LinkedIn:** Candidates are surfaced from projects, research, and online communities, with supporting evidence for each match so recruiters can judge fit before reaching out.
- **Autonomous sourcing and outreach:** Once Amy understands your taste, she can keep sourcing and contacting candidates while your team is on calls, with configurable autonomy per workflow step.
- **Cross-role and per-client memory:** What Amy learns on one search carries into the next, including different role types, while each client's requirements remain kept separate.

**Strengths:** Learns from actual submissions, rejections, and placements rather than static keyword filters; Surfaces candidates from projects, research, and communities that LinkedIn-first searches overlook; Requirement intake is collaborative — Amy proposes, you approve before criteria are locked in; Configurable autonomy lets firms decide what runs on its own and what needs review

**Limitations:** No public pricing or self-serve plan; you must book a demo to get started; The rebrand from VibeOnly to Jellyfish can be confusing when searching for the product; Value depends on having historical recruiting data for the model to learn from; Best suited to recruiting firms and internal talent teams, not individual job seekers

[Profile (Markdown)](https://openaitools.app/tool/vibeonly.md)

## Frequently Asked Questions

### How do Scale and Jellyfish (VibeOnly) compare in monthly traffic?

Scale has 616,915 monthly visits, while Jellyfish (VibeOnly) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Scale has a month-over-month growth rate of +12.5%; Jellyfish (VibeOnly) has 0%.

### How does pricing compare?

Scale: Contact for Pricing. Contact for pricing. Scale does not publish rates; engagements are scoped through a sales conversation and depend on data volume, services and programme complexity. Jellyfish (VibeOnly): Demo-based / contact sales. Jellyfish does not publish public pricing. Access starts with a live demo booked through the site, after which commercial terms are handled directly with the sales team. The legacy VibeOnly free trial is no longer advertised.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Workable](https://openaitools.app/tool/workable) | 10,780,627 | +5.5% | Free Trial, Paid | The agent recruits, you manage talent | [.md](https://openaitools.app/tool/workable.md) |
| 2 | [Roboflow](https://openaitools.app/tool/roboflow) | 1,431,204 | +6.6% | Freemium, Contact for Pricing | Streamlines computer vision dataset annotation and model training, but is less suited for general LLM text tasks. | [.md](https://openaitools.app/tool/roboflow.md) |
| 3 | [Jack and Jill](https://openaitools.app/tool/jack-and-jill) | 1,254,267 | +11.2% | Freemium, Contact for Pricing | AI agents that introduce great candidates to ambitious companies | [.md](https://openaitools.app/tool/jack-and-jill.md) |
| 4 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | Focuses heavily on enterprise data labeling and training data curation, similar to Scale's core annotation business. | [.md](https://openaitools.app/tool/labelbox.md) |
| 5 | [HireAI: AI Recruiter by Arc](https://openaitools.app/tool/hireai-ai-recruiter-by-arc) | 496,923 | -2.2% | Paid | AI-powered candidate matching inside Arc's vetted remote-talent marketplace | [.md](https://openaitools.app/tool/hireai-ai-recruiter-by-arc.md) |
| 6 | [Kula AI](https://openaitools.app/tool/kula-ai) | 492,326 | +4.2% | Paid, Contact for Pricing | The AI-native ATS that replaces your entire recruiting stack | [.md](https://openaitools.app/tool/kula-ai.md) |
| 7 | [Manatal](https://openaitools.app/tool/manatal) | 459,004 | -1% | Free Trial, Paid | AI recruitment software that unites ATS, CRM and automated candidate screening | [.md](https://openaitools.app/tool/manatal.md) |
| 8 | [SuperAnnotate](https://openaitools.app/tool/super-annotate) | 386,034 | +37.4% | Free Trial, Contact for Pricing | Provides enterprise multimodal annotation and data management tools, but with less emphasis on managed labeling workforces. | [.md](https://openaitools.app/tool/super-annotate.md) |
| 9 | [PyjamaHR](https://openaitools.app/tool/pyjamahr) | 325,592 | -15.3% | Free Trial, Paid, Contact for Pricing | AI-powered applicant tracking that takes hiring from source to hire in one workspace. | [.md](https://openaitools.app/tool/pyjamahr.md) |
| 10 | [TalentRecruit](https://openaitools.app/tool/talentrecruit) | 319,337 | -12.1% | Contact for Pricing | Autonomous hiring powered by agentic AI | [.md](https://openaitools.app/tool/talentrecruit.md) |

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Source: https://openaitools.app/compare/scale-vs-vibeonly

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