
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
NerdyTips records 135,548 monthly visits with -3.1% month-over-month growth and Paid pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

AI football predictions with a fully public, graded track record
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | nerdytips.com | prolific.com |
| Pricing Model | Paid | Paid |
| Monthly Visits | 135.55K (135,548) | 18.7M (18,697,671) |
| MoM Traffic Delta | -4.33K (-3.1%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇻🇪 Venezuela (26.8%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 72.13K | 12.98M |
| User Rating | 3.8 | 4.6 |
| Supported Platforms | Website | Website |

AI football predictions with a fully public, graded track record
An in-house machine-learning model that produces tips for hundreds of leagues, each with a confidence score out of ten.
Every tip is checked against the real final score and shown win or lose, so you can judge recent form yourself.
A handful of predictions are free every day with no account, covering today, tomorrow and yesterday's results.
Tools for combining selections plus browsable coverage of 700+ leagues worldwide.
High-quality human data for AI training, evaluation, and research
Filter participants by detailed demographic, professional, and behavioural criteria and reach narrow or representative samples rather than a generic crowd.
Collect human preference data for model fine-tuning, run safety evaluations and red-teaming, and use a feedback API to plug humans into automated pipelines.
Attention checks, honesty screening, and approval workflows help filter out careless or fraudulent responses before you analyse results.
Publish a study and begin collecting responses quickly, with tooling that supports screening, quotas, and longitudinal designs.

Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.
Large consumer panel for market research surveys, but lacks Prolific's specialized focus on academic studies and AI tuning.

SpecialistThe environments frontier AI trains on, and the agents that do the recurring work
SpecialistThe environments frontier AI trains on, and the agents that do the recurring work

Enterprise-grade data annotation and AI alignment workforce, but less self-serve for academic study recruitment and casual surveys.

SpecialistAI data infrastructure for building production-grade models
SpecialistAI data infrastructure for building production-grade models

SpecialistSpecializes in video-based consumer interviews and AI qualitative analysis, but less focused on quantitative academic survey panels.
SpecialistSpecializes in video-based consumer interviews and AI qualitative analysis, but less focused on quantitative academic survey panels.

SpecialistSources verified B2B professionals and healthcare experts for specialized research, but lacks broad general-population academic panels.
SpecialistSources verified B2B professionals and healthcare experts for specialized research, but lacks broad general-population academic panels.

Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.
Free / Open-sourceOpen-source data labeling and evaluation platform for AI workflows, but requires bringing your own annotation workforce.

AI picks, prop tracking, and real analytics — free on iOS, Android, and web
AI picks, prop tracking, and real analytics — free on iOS, Android, and web

AI player prop research for every league
AI player prop research for every league

SpecialistAI-led customer interviews and research insights at scale
SpecialistAI-led customer interviews and research insights at scale

AI sports predictions with the reasoning behind every pick
AI sports predictions with the reasoning behind every pick

Value-bet engine that only fires when the math is on your side
Value-bet engine that only fires when the math is on your side