Supervised.co is an end-to-end platform for building, training, and deploying supervised machine learning models. It simplifies the MLOps lifecycle with integrated data annotation, automated model training, and one-click API deployment, empowering teams to create high-performance AI solutions efficiently.
Tidepool (formerly Aquarium) was a powerful MLOps platform designed for AI teams to improve machine learning models. It specialized in managing and curating datasets for computer vision and NLP, enabling faster iteration and higher model performance through a data-centric approach.
Supervised.co is an end-to-end platform for building, training, and deploying supervised machine learning models. It simplifies the MLOps lifecycle with integrated data annotation, automated model training, and one-click API deployment, empowering teams to create high-performance AI solutions efficiently.
Tidepool (formerly Aquarium) was a powerful MLOps platform designed for AI teams to improve machine learning models. It specialized in managing and curating datasets for computer vision and NLP, enabling faster iteration and higher model performance through a data-centric approach.
| Feature | Supervised.co | Tidepool |
|---|---|---|
| Primary category | Data Annotation | Machine Learning |
| Added | 2025-08-05 | 2025-08-17 |
| Pricing | Freemium | Paid |
| Official website | www.atom.com | www.tidepool.so |
| Product type | Website | Website |
| Performance data | ||
| User rating | Not verified | Not verified |
| Comments | 0 | 0 |
| Monthly visits | 3.5M | 3.5K |
| Monthly growth | 8.9% | Not verified |
| Favorites | 111 | 92 |
| Details | View details | View details |
Compare Supervised.co and Tidepool by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
In the Supervised.co vs Tidepool monthly traffic comparison, Supervised.co currently shows 3.5M visits and Tidepool shows 3.5K; Supervised.co has about 1,003.8 times the visible traffic of Tidepool, an absolute difference of about 3.5M visits. This reflects visible reach, not feature quality or paid users.
Only Supervised.co has complete third-party traffic details; Tidepool uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
Supervised.co is registered at the www.atom.com/name/Supervised.co subpage. Because the current data does not state whether other host pages are excluded, treat this as domain-level context rather than independent traffic for one product or project.
| Country/region | Percentage | Traffic |
|---|---|---|
| 🇺🇸United States | 62.58% | 2.2M |
| 🇮🇳India | 12.91% | 449.4K |
| 🇲🇦Morocco | 11.5% | 400.3K |
| 🇵🇰Pakistan | 7.32% | 254.8K |
| 🇨🇦Canada | 5.69% | 198.1K |
| Source type | Percentage | Traffic |
|---|---|---|
| Direct | 92.81% | 3.2M |
| Referral | 5.47% | 190.4K |
| 1.72% | 59.9K |
This in-depth Supervised.co vs Tidepool comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. Supervised.co is primarily listed under “Data Annotation”, while Tidepool is primarily listed under “Machine Learning”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (Supervised.co: Data Annotation; Tidepool: Machine Learning); Pricing (Supervised.co: Freemium; Tidepool: Paid); Monthly visits (Supervised.co: 3.5M; Tidepool: 3.5K); Favorites (Supervised.co: 111; Tidepool: 92); Website (Supervised.co: www.atom.com; Tidepool: www.tidepool.so). These facts are more useful for selection than brand visibility alone.
In the Supervised.co vs Tidepool monthly traffic comparison, Supervised.co currently shows 3.5M visits and Tidepool shows 3.5K; Supervised.co has about 1,003.8 times the visible traffic of Tidepool, an absolute difference of about 3.5M visits. This reflects visible reach, not feature quality or paid users.
Only Supervised.co has complete third-party traffic details; Tidepool uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
Supervised.co is registered at the www.atom.com/name/Supervised.co subpage. Because the current data does not state whether other host pages are excluded, treat this as domain-level context rather than independent traffic for one product or project.
Supervised.co is registered under a www.atom.com subpath, so its large visible total may include the host platform. The current data does not justify choosing Supervised.co for traffic alone; shortlist by unique taxonomy and use case, then validate with the same tasks.
Supervised.co and Tidepool currently overlap in shared categories: Machine Learning; shared tags: AI development, machine learning, MLOps, and model training. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
Supervised.co's unique categories/tags are Data Annotation, No Code & Low Code, AutoML, data annotation, data science, model deployment, and supervised learning; Tidepool's are Data Management, computer vision, data-centric AI, dataset management, error analysis, and NLP. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
Supervised.co has no verified rating, 0 comments, 111 favorites, and 111 likes；Tidepool has no verified rating, 0 comments, 92 favorites, and 87 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Put Supervised.co on the priority trial list when the task aligns with “Data Annotation” and especially Data Annotation, No Code & Low Code, AutoML, data annotation, data science, and model deployment. This follows recorded positioning and does not imply unlisted capabilities are absent.
Supervised.co also currently records: pricing is freemium, product type is website, 3.5M monthly visits shown for the registered host (subpage scope unknown), no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
Put Tidepool on the priority trial list when the task aligns with “Machine Learning” and especially Data Management, computer vision, data-centric AI, dataset management, error analysis, and NLP. This follows recorded positioning and does not imply unlisted capabilities are absent.
Tidepool also currently records: pricing is paid, product type is website, 3.5K on-site monthly views, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in Supervised.co and Tidepool, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
