Labelbox records 762,803 monthly visits with -22.8% month-over-month growth and Contact for Pricing pricing. TeamFeedback records 979 monthly visits with -50% growth and Freemium pricing.
The environments frontier AI trains on, and the agents that do the recurring work
Turn employee feedback into AI summaries, insights and team growth
| Dimension / Metric | | |
|---|---|---|
| Official Domain | labelbox.com | teamfeedback.co |
| Pricing Model | Contact for Pricing | Freemium |
| Monthly Visits | 762.8K (762,803) | 979 (979) |
| MoM Traffic Delta | -225.17K (-22.8%) | -979 (-50%) |
| Primary Market & Share | 🇺🇸 United States (21.9%) | 🇹🇷 Türkiye (100%) |
| Direct Visits / mo | 370.02K | 403 |
| 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.
Turn employee feedback into AI summaries, insights and team growth
Collect structured 360-degree feedback and turn it into reports that support a culture of continuous improvement.
Post engaging surveys that take about two minutes to complete, gathering data on performance, mood and issues.
An anonymised control panel gives an overview of team mood, work approach and open issues.
AI summarises multiple feedbacks into a quick review, then generates employee goals based on feedback and team skill gaps.
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.
Turn customer voices into confident decisions
Agentic HR platform uniting HRIS, performance and talent management
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.
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.
AI workforce analytics that turn monitoring data into productivity and cost decisions.
AI workforce analytics that turn monitoring data into productivity and cost decisions.
Agile MROps platform that unifies market research with AI, automation, and data quality controls
Agile MROps platform that unifies market research with AI, automation, and data quality controls
