Gen AI A/B Testing
Because Humans Know What Feels Human
Audio Comparison
Compare AI-generated voice samples
"Generate a warm, friendly voice reading: Welcome to HeyBee, where your preferences shape AI."
See A/B Testing in Action
Watch how decisions become data-driven
"Hello! How can I assist you today?"
"Greetings! I'm here to help with whatever you need."
Results
Built for Signal, Speed, and Trust
Operational tooling for private teams that need defensible decisions, not vanity metrics.
Multi-Modal
Audio, video, images & text
Evidence Dashboard
Elo & Bradley-Terry rankings
Smart Credits
Pay per trusted comparison
Best Model
GPT-4 vs Claude A/B tests
Blind Testing
Randomized side presentation
Quality Scoring
98.2% vote quality rate
Multi-Modal
Audio, video, images & text
Evidence Dashboard
Elo & Bradley-Terry rankings
Smart Credits
Pay per trusted comparison
Best Model
GPT-4 vs Claude A/B tests
Blind Testing
Randomized side presentation
Quality Scoring
98.2% vote quality rate
Experiment Types
Thompson sampling selection
Parameter Tuning
Temperature, top-p optimization
Prompt Testing
Template variant comparison
Advanced Search
Multi-parameter exploration
Real-time Analytics
Live confidence intervals
Auto Refunds
Anomaly detection & credits
Experiment Types
Thompson sampling selection
Parameter Tuning
Temperature, top-p optimization
Prompt Testing
Template variant comparison
Advanced Search
Multi-parameter exploration
Real-time Analytics
Live confidence intervals
Auto Refunds
Anomaly detection & credits
The Hive Method
From raw AI outputs to defensible, human-backed decisions.
Upload Samples
Push model outputs — text, images, audio, or video — into an experiment. Each prompt gets its own candidates.
Crowd Votes Blindly
Blind pairwise comparisons. Sides randomized, low-effort votes filtered, quality scored live.
Ship the Winner
Elo rankings and confidence intervals converge. Act on evidence, not intuition.