Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. Pangeanic records 32,787 monthly visits with -9.9% growth and Contact for Pricing pricing.
The environments frontier AI trains on, and the agents that do the recurring work
Multilingual AI data, model alignment, and sovereign AI systems for enterprises and labs
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | pangeanic.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 762.8K (762,803) | 32.79K (32,787) |
| MoM Traffic Delta | -225.17K (-22.8%) | -3.61K (-9.9%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇺🇸 United States (19.9%) |
| Direct Visits / mo | 370.02K | 13.28K |
| User Rating | 4.4 | 4.2 |
| Supported Platforms | Website | Website |
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.
Multilingual AI data, model alignment, and sovereign AI systems for enterprises and labs
Access an expanding catalog of text, parallel corpora, speech, audio, image, video, multimodal, and evaluation datasets, or commission collections tailored to specific languages, domains, and recording conditions.
Labeling guidelines, metadata enrichment, expert review, preference data, and human-validated evaluation sets for comparing models across languages, domains, and tasks.
Adaptive machine translation that learns from translation memories and glossaries, with machine translation quality estimation to score output and prioritize human review.
Small language model customization, retrieval and knowledge grounding, and deployment on private cloud, on-premises, or air-gapped infrastructure for sensitive data.
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.
On-premise translation and speech recognition for enterprises
On-premise translation and speech recognition for enterprises
The data, evaluations and systems behind AI that has to be right.
Free / Open-sourceLow-cost serverless inference APIs for 200+ open models
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.
Free / Open-sourceOne speech AI API for recognition, generation, and translation in 60+ languages
Free / Open-sourceOne speech AI API for recognition, generation, and translation in 60+ languages
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
SpecialistTrack, evaluate, and ship AI models and agents in one connected environment.
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-sourceOne universal API for 500+ AI models and 1,000+ agentic tools
Aleph Alpha is a European AI company building sovereign large language models and AI solutions for enterprises, governments and regulated industries, with a focus on keeping control of data, models and deployment inside the customer's environment.
Aleph Alpha is a European AI company building sovereign large language models and AI solutions for enterprises, governments and regulated industries, with a focus on keeping control of data, models and deployment inside the customer's environment.
Free / Open-sourceSecure, high-accuracy AI machine translation for global organisations
Free / Open-sourceSecure, high-accuracy AI machine translation for global organisations
