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.
iCook: Meal Prep & Menu Planner records 0 monthly visits with — month-over-month growth and Freemium pricing. Scale records 616,915 monthly visits with +12.5% growth and Contact for Pricing pricing.

Nutritionist-built meal planning with an AI food assistant
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | apps.apple.com | scale.com |
| Pricing Model | Freemium | Contact for Pricing |
| Monthly Visits | 0 (0) | 616.92K (616,915) |
| MoM Traffic Delta | 0 (—) | +68.69K (+12.5%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (44.2%) |
| Direct Visits / mo | 0 | 191.41K |
| User Rating | 4.1 | 4.7 |
| Supported Platforms | App | Website |

Nutritionist-built meal planning with an AI food assistant
Quick family meals for breakfast, lunch, dinner and snacks, most ready in under 25 minutes and built on science-based nutrition principles.
A built-in chatbot that answers nutrition and healthy-living questions and offers personalised guidance inside the app.
Build a week of meals, adjust portion sizes, add snacks and turn the plan into an automatic categorised shopping list.
Monitor calories, protein, fat and carbs in one place as you plan, so you can keep a balanced day without a separate tracker.
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.

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.
Turn your ingredients and cravings into custom AI recipes and meal plans
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.

Save recipes from anywhere and turn them into meal plans and grocery lists
Save recipes from anywhere and turn them into meal plans and grocery lists