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.
Pl@ntNet records 439,904 monthly visits with +34.9% month-over-month growth and Free pricing. Scale records 616,915 monthly visits with +12.5% growth and Contact for Pricing pricing.

Identify plants from photos and contribute to biodiversity science
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | plantnet.org | scale.com |
| Pricing Model | Free | Contact for Pricing |
| Monthly Visits | 439.9K (439,904) | 616.92K (616,915) |
| MoM Traffic Delta | +113.88K (+34.9%) | +68.69K (+12.5%) |
| Primary Market & Share | 🇺🇸 United States (21.4%) | 🇺🇸 United States (44.2%) |
| Direct Visits / mo | 206.73K | 191.41K |
| User Rating | 4.6 | 4.7 |
| Supported Platforms | Website | Website |

Identify plants from photos and contribute to biodiversity science
Submit one or several images of a leaf, flower, fruit, or whole plant and get ranked species suggestions with confidence scores.
Limit recognition to a specific flora or region to reduce false matches and improve the relevance of results.
Share observations so botanists and other contributors can confirm or correct identifications, improving the shared dataset.
Access public datasets, GBIF-linked records, a developer API, and open source resources for research and applications.
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.
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.

Recognizes plants from photos and provides tailored care instructions, though more focused on home gardening.
Recognizes plants from photos and provides tailored care instructions, though more focused on home gardening.

Free / Open-sourceProvides the open-source YOLO computer vision framework for building custom real-time object detection models.
Free / Open-sourceProvides the open-source YOLO computer vision framework for building custom real-time object detection models.

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.

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.

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

SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
SpecialistFocuses on post-deployment LLM observability and evaluation rather than training data generation or annotation.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.
Specializes in data infrastructure and annotation specifically tailored for computer vision and physical AI workloads.

Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.
Free / Open-sourceOffers a flexible open-source alternative for custom data labeling and human-in-the-loop annotation pipelines.

SpecialistBuild, simulate, evaluate and monitor self-improving AI agents
SpecialistBuild, simulate, evaluate and monitor self-improving AI agents

SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
SpecialistProvides LLM evaluation and testing workflows, but lacks Scale's massive human-in-the-loop data labeling services.
SpecialistConnects developers with verified human participants for RLHF and model evaluation studies instead of managed labeling.
SpecialistConnects developers with verified human participants for RLHF and model evaluation studies instead of managed labeling.