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
Defined.ai records 146,251 monthly visits with -21% month-over-month growth and Contact for Pricing pricing. Steam Analyser records 0 monthly visits with -100% growth and Free pricing.

Free 0-100 scoring and ranked fixes for your Steam capsule and store page
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | definedcrowd.com | steamanalyser.com |
| Pricing Model | Contact for Pricing | Free |
| Monthly Visits | 146.25K (146,251) | 0 (0) |
| MoM Traffic Delta | -38.82K (-21%) | -1.23K (-100%) |
| Primary Market & Share | 🇺🇸 United States (20.6%) | 🌐 Global (—) |
| Direct Visits / mo | 84.42K | 0 |
| User Rating | 4.4 | 4.1 |
| Supported Platforms | Website | Website |
Enterprise AI training data, annotation and evaluation services
A large selection of ready-to-use, ethically sourced datasets across audio, image, video, text and multimodal formats, with advanced filtering and free samples.
Expert-verified labeling for text, audio, image and video using model-first, human-in-the-loop workflows for accuracy and fairness.
High-quality multilingual content for global AI systems, drawing on 500+ languages, dialects and locales.
Global, diverse data collection at scale for training, with privacy and security vetting on every dataset.

Free 0-100 scoring and ranked fixes for your Steam capsule and store page
Paste a Steam store URL or upload a capsule image and get a single headline score in seconds, with no signup or email gate.
Each result is scored on genre clarity, title readability, contrast and colour, uniqueness and polish, brand consistency and composition.
Because Steam shrinks capsules dramatically in search and discovery, the analysis judges artwork at full, small and tiny render sizes.
Instead of vague advice, the tool returns prioritised, specific changes ordered by the impact they are expected to have on click-through.
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

SpecialistUnbiased photo feedback from real people, for dating, business and social profiles
SpecialistUnbiased photo feedback from real people, for dating, business and social profiles
Free / Open-sourceStreamlines computer vision dataset annotation and model deployment, but lacks the broad human crowd-sourcing services of Defined.ai.
Free / Open-sourceStreamlines computer vision dataset annotation and model deployment, but lacks the broad human crowd-sourcing services of Defined.ai.

SpecialistWeb data infrastructure for scraping, proxies, and AI-ready datasets
SpecialistWeb data infrastructure for scraping, proxies, and AI-ready datasets

Comprehensive enterprise data labeling platform with powerful automation agents, but carries significant pricing overhead for smaller teams.
Comprehensive enterprise data labeling platform with powerful automation agents, but carries significant pricing overhead for smaller teams.

SpecialistAgent observability, evaluation, and continuous improvement for production AI
SpecialistAgent observability, evaluation, and continuous improvement for production AI
Advanced multimodal data infrastructure for computer vision teams, though specialized primarily in video and image annotation.
Advanced multimodal data infrastructure for computer vision teams, though specialized primarily in video and image annotation.
Live market prices and Diamond Dynasty tools for MLB The Show

AI workout planner that builds your whole training week around your gear and goals
AI workout planner that builds your whole training week around your gear and goals

Free / Open-sourceOpen-source data labeling and evaluation platform offering full self-hosting control, but requires manual setup and infrastructure maintenance.
Free / Open-sourceOpen-source data labeling and evaluation platform offering full self-hosting control, but requires manual setup and infrastructure maintenance.
SpecialistFree browser-based BPM detection for any track—private, fast, and batch-ready
SpecialistFree browser-based BPM detection for any track—private, fast, and batch-ready

TikTok Shop analytics for products, creators, LIVE commerce and competitors
TikTok Shop analytics for products, creators, LIVE commerce and competitors