# Roboflow vs Jellyfish (VibeOnly)

Roboflow records 1,431,204 monthly visits with +6.6% month-over-month growth and Freemium, Contact for Pricing pricing. Jellyfish (VibeOnly) records 0 monthly visits with 0% growth and Demo-based / contact sales pricing.

| Metric | [Roboflow](https://openaitools.app/tool/roboflow) | [Jellyfish (VibeOnly)](https://openaitools.app/tool/vibeonly) |
| :--- | :--- | :--- |
| Website URL | https://roboflow.com | https://www.vibeonly.ai |
| Categories | AI Developer Tools, AI API, AI Models, AI Workflow | AI Recruiting, AI Testing, AI Developer Tools |
| Pricing Model | Freemium, Contact for Pricing | Demo-based / contact sales |
| Monthly Visits | 1,431,204 | 0 |
| MoM Growth Rate | +6.6% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 676,465 | 0 |
| Review Score | 4.6 | 3.8 |
| Saved Count | 4 | 0 |
| Supported Platforms | Website | Website |

## Roboflow

Roboflow is a computer vision platform built for what it calls AI for the physical world. Its goal is to move vision projects from idea to production without stitching together a dozen separate tools. The platform covers the full lifecycle: collecting and labeling image data with AI-assisted annotation, training and comparing models, assembling multi-step workflows, and deploying inference in the cloud or on edge hardware.

The annotation layer uses frontier models and custom filters to label thousands of images quickly, which drastically cuts the most tedious part of a vision project. From there, teams train models, evaluate them, and then build Roboflow Workflows that combine object detection, tracking, motion detection, line counters, and notification blocks into a single pipeline. This makes it possible to, for example, detect defects on a production line, count items on a conveyor, and send an alert when a threshold is crossed.

Roboflow also leans heavily into developer ergonomics. It maintains popular open-source projects such as supervision, inference, RF-DETR, trackers, and notebooks, and exposes an MCP server so coding agents like Claude Code, Cursor, Codex, and Gemini CLI can build deployable vision applications. Deployment targets span cloud inference and edge devices, and the customer base includes more than half the Fortune 100, with published case studies in rail logistics, building materials, and consumer goods. A free tier lets individuals and small teams start building before committing to a paid plan.

**Pricing & Plans:** Roboflow offers a free tier that the company says is enough to start building, and paid plans for more usage and team features. Larger enterprise and high-volume deployments are priced through a sales conversation, so exact figures depend on your project and should be confirmed on the pricing page or with Roboflow directly.

- **AI-assisted annotation:** Label thousands of images in minutes using frontier models and custom filters, then curate datasets for training.
- **Visual Workflows builder:** Combine detection, tracking, and logic blocks to orchestrate actions, update databases, and connect to industrial systems.
- **Cloud and edge deployment:** Run high-speed inference in the cloud or on edge devices, processing live video and images wherever the application lives.
- **Roboflow Agent:** Get into production quickly with an agent that sees the world, understands what is happening, and triggers actions.
- **Developer and open-source tooling:** Connect coding agents like Claude Code, Cursor, Codex, or Gemini CLI to the Roboflow MCP server, and build on open-source projects including supervision, inference, RF-DETR, and trackers.

**Strengths:** Covers the whole vision lifecycle in one platform, from annotation to deployment; AI-assisted labeling dramatically speeds up dataset preparation; Roboflow Workflows chain detection, tracking, and actions without heavy custom code; Deployment in the cloud or on edge devices, with live video support

[Profile (Markdown)](https://openaitools.app/tool/roboflow.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 Roboflow and Jellyfish (VibeOnly) compare in monthly traffic?

Roboflow has 1,431,204 monthly visits, while Jellyfish (VibeOnly) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Roboflow has a month-over-month growth rate of +6.6%; Jellyfish (VibeOnly) has 0%.

### How does pricing compare?

Roboflow: Freemium, Contact for Pricing. Roboflow offers a free tier that the company says is enough to start building, and paid plans for more usage and team features. Larger enterprise and high-volume deployments are priced through a sales conversation, so exact figures depend on your project and should be confirmed on the pricing page or with Roboflow directly. 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 | [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) |
| 3 | [Replicate AI](https://openaitools.app/tool/replicate-ai) | 904,038 | -8.4% | Paid | Run, fine-tune, and deploy machine learning models with one line of code | [.md](https://openaitools.app/tool/replicate-ai.md) |
| 4 | [Ultralytics](https://openaitools.app/tool/ultralytics) | 793,423 | +8.7% | Freemium | Focuses specifically on the YOLO model family for real-time object detection, whereas Roboflow offers a broader suite of annotation and dataset tools. | [.md](https://openaitools.app/tool/ultralytics.md) |
| 5 | [Labelbox](https://openaitools.app/tool/labelbox) | 762,803 | -22.8% | Contact for Pricing | Provides powerful enterprise data labeling and curation workflows, but lacks Roboflow's built-in model training and edge deployment pipelines. | [.md](https://openaitools.app/tool/labelbox.md) |
| 6 | [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) |
| 7 | [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) |
| 8 | [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) |
| 9 | [SuperAnnotate](https://openaitools.app/tool/super-annotate) | 386,034 | +37.4% | Free Trial, Contact for Pricing | Combines annotation and data curation for enterprise ML pipelines, but requires more manual setup for edge model deployment. | [.md](https://openaitools.app/tool/super-annotate.md) |
| 10 | [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) |

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

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