
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.
Lab Laps records 36,077 monthly visits with +203.3% month-over-month growth and Freemium, Contact for Pricing pricing. Prolific records 18,697,671 monthly visits with -1.8% growth and Paid pricing.

All-in-one lab app for protocols, timers, calculators and AI colony counting
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | lablaps.com | prolific.com |
| Pricing Model | Freemium, Contact for Pricing | Paid |
| Monthly Visits | 36.08K (36,077) | 18.7M (18,697,671) |
| MoM Traffic Delta | +24.18K (+203.3%) | -352.04K (-1.8%) |
| Primary Market & Share | 🇺🇸 United States (30.8%) | 🇺🇸 United States (48.8%) |
| Direct Visits / mo | 14.18K | 12.98M |
| User Rating | 4.4 | 4.6 |
| Supported Platforms | Website | Website |

All-in-one lab app for protocols, timers, calculators and AI colony counting
Write step-by-step protocols with timers and to-dos embedded, run multiple timers simultaneously at the bench, and share protocols with your whole lab.
Upload a plate photo and the AI boxes every colony for quick correction; separate counters handle blood cell counting for RBC, WBC and platelets.
Serial and reverse dilution, buffer and medium recipes, molarity, master mix and PCR setup deliver exact volumes, alongside a unit converter, custom equation calculator and periodic table.
Turn ladder and band images into labelled, publishable figures and build colour-coded plate maps from 6 up to 384 wells.
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.

Identify plants from photos and contribute to biodiversity science

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.

Go from an idea to a live computer-vision app, agentically
Go from an idea to a live computer-vision app, agentically

SpecialistAI-led customer interviews and research insights at scale
SpecialistAI-led customer interviews and research insights at scale
Snap, type, or paste any math problem and get step-by-step answers in seconds.
Snap, type, or paste any math problem and get step-by-step answers in seconds.

SpecialistSee exactly how much an AI can infer about you from one photo
SpecialistSee exactly how much an AI can infer about you from one photo