Appen records 665,840 monthly visits with +0.2% month-over-month growth and Contact for Pricing pricing. Veo Sports Camera records 5,044,488 monthly visits with +5.4% growth and Paid pricing.
Human-validated training data and evaluation services for frontier AI models
Record, stream and analyse every match automatically
| Dimension / Metric | | |
|---|---|---|
| Official Domain | appen.com | veo.co |
| Pricing Model | Contact for Pricing | Paid |
| Monthly Visits | 665.84K (665,840) | 5.04M (5,044,488) |
| MoM Traffic Delta | +1.1K (+0.2%) | +257.67K (+5.4%) |
| Primary Market & Share | 🇺🇸 United States (22%) | 🇺🇸 United States (32.3%) |
| Direct Visits / mo | 238.31K | 3.58M |
| User Rating | 4.4 | 4.5 |
| Supported Platforms | Website | Website |
Human-validated training data and evaluation services for frontier AI models
Chain-of-thought reasoning traces, SME-level RLHF, supervised fine-tuning demonstrations and adversarial red teaming for the most capable models.
Golden trajectories, RL environment design, failure-mode taxonomies and software-engineering-driven deep evaluation for autonomous agents.
Multilingual ASR and conversational speech data, expressive TTS annotation, vision-language model training data, video action labelling and voice-agent evaluation.
LiDAR point-cloud labeling, multi-camera sensor fusion, robot demonstration trajectories, world-model rollouts and embodied interaction logs.
Record, stream and analyse every match automatically
Cam 3 records and analyses matches automatically, and the AI detects goals, shots, corners and free kicks so coaches can filter by type, team or player.
The camera pans and zooms to follow play in broadcast style while coaches can still take manual control to explore the full pitch.
Shots and goals are clipped automatically, and you can add your own clips, draw on screen, take timestamped notes and export MP4s to share.
Veo Analytics 2 produces heat maps, shot maps, pass maps and 2D radar linked to the video, plus an AI Match Report and Coach Assist chat.
SpecialistConnects teams directly with verified human participants for preference tuning and studies, but lacks managed end-to-end labeling pipelines.
SpecialistConnects teams directly with verified human participants for preference tuning and studies, but lacks managed end-to-end labeling pipelines.
Blends custom software with dedicated human expert teams to handle complex operations, but operates as a bespoke service.
Blends custom software with dedicated human expert teams to handle complex operations, but operates as a bespoke service.
Combines robust data labeling tools with automated workflows, but focuses more on software tooling than managed human workforces.
Combines robust data labeling tools with automated workflows, but focuses more on software tooling than managed human workforces.
Provides enterprise-grade AI training data and model evaluation at massive scale, but often with higher enterprise pricing.
Provides enterprise-grade AI training data and model evaluation at massive scale, but often with higher enterprise pricing.
Delivers advanced multimodal data curation and annotation infrastructure, but requires your own annotation workforce for labeling tasks.
Delivers advanced multimodal data curation and annotation infrastructure, but requires your own annotation workforce for labeling tasks.
SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistThe multimodal data layer for computer vision and physical AI teams
SpecialistThe multimodal data layer for computer vision and physical AI teams
Provides automated multi-camera sports broadcasting and streaming, but requires dedicated hardware setups similar to Veo.
Offers pre-packaged AI training datasets and custom data collection services, but with a smaller global crowd than Appen.
Offers pre-packaged AI training datasets and custom data collection services, but with a smaller global crowd than Appen.
Free / Open-sourceProvides a flexible open-source annotation platform for self-hosting, but lacks Appen's managed enterprise human workforce services.
Free / Open-sourceProvides a flexible open-source annotation platform for self-hosting, but lacks Appen's managed enterprise human workforce services.
SpecialistTurns mobile devices into automated tennis and pickleball scoring systems, but is restricted to racquet sports.
SpecialistTurns mobile devices into automated tennis and pickleball scoring systems, but is restricted to racquet sports.
Supplies expert human annotators for specialized training and evaluation datasets, but operates at a smaller scale.
Supplies expert human annotators for specialized training and evaluation datasets, but operates at a smaller scale.
