Cleora.ai records 0 monthly visits with 0% month-over-month growth and Freemium, Free Trial, Paid, Contact for Pricing pricing. Labelbox records 762,803 monthly visits with -22.8% growth and Contact for Pricing pricing.
Rust-powered, parameter-free graph embedding engine that runs on one CPU core
The environments frontier AI trains on, and the agents that do the recurring work
| Dimension / Metric | | |
|---|---|---|
| Official Domain | cleora.ai | labelbox.com |
| Pricing Model | Freemium, Free Trial, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 0 (0) | 762.8K (762,803) |
| MoM Traffic Delta | 0 (0%) | -225.17K (-22.8%) |
| Primary Market & Share | 🌐 Global (—) | 🇺🇸 United States (21.9%) |
| Direct Visits / mo | 0 | 370.02K |
| User Rating | 4.6 | 4.4 |
| Supported Platforms | Website | Website |
Rust-powered, parameter-free graph embedding engine that runs on one CPU core
Same input always produces the same output — no stochastic variation, which is critical for reproducible research and production ML pipelines.
Eliminates random walks and skip-gram training entirely by computing exact walk distributions through sparse matrix powers on a single CPU core.
Handles multi-type nodes and edges, bipartite graphs, and hypergraphs natively from a single typed TSV file — no graph preprocessing required.
Around 5 MB with only numpy and scipy as dependencies, versus hundreds of megabytes for PyTorch Geometric or DGL.
The environments frontier AI trains on, and the agents that do the recurring work
Structured annotation, curation, model evaluation and human-in-the-loop review across vision, language and generative tasks, used to build the training and eval data behind production models.
Recursion agents start on their own from builds, alerts, commits, checkpoints and schedules, then work in the background until the task is finished and reviewable.
Specialist agents cover software engineering, reliability, security, ML research, evals, R&D, product and finance workflows, from flaky test fixes to postmortem drafts and vulnerability patches.
Every agent run is scored by a grader, and graded sessions leave memories, notes and skills that the next session reads before acting, so quality compounds over time.
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
Free / Open-sourceOpen-source model and dataset hub with one-click online demos
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistStreamlines end-to-end computer vision workflows from annotation to model deployment, but lacks Labelbox's general enterprise agent orchestration.
SpecialistRelies heavily on managed human-in-the-loop workforce services for data validation, offering less self-serve technical tooling than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Delivers enterprise-grade labeling and model evaluation at massive scale, but often requires higher enterprise budgets than Labelbox.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
Offers robust multimodal annotation and workflow automation, featuring slightly more intuitive data curation pipelines for computer vision teams.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistCheck which local AI models your GPU or Mac can actually run
SpecialistCheck which local AI models your GPU or Mac can actually run
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Specializes in advanced computer vision and physical AI data pipelines, though with a narrower focus than general text-and-image labeling.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
Free / Open-sourceProvides a flexible open-source alternative for custom data labeling, but requires self-hosting and manual infrastructure maintenance.
Free / Open-sourceFree real-time analytics for open source projects on GitHub
Free / Open-sourceFree real-time analytics for open source projects on GitHub
Managed ClickHouse® and tooling to ship real-time analytics features
Managed ClickHouse® and tooling to ship real-time analytics features
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
SpecialistFocuses strictly on LLM evaluation, testing, and observability rather than raw data annotation and training dataset curation.
