Audit Tools Library
Open-source client-side calculators to reverse-engineer marketing claims.
Review Authenticity Scorer
Calculate the probability that a product review is AI-generated or spun from press materials.
Hardware Depreciation Calculator
Calculate the actual 3-year street price depreciation of hardware vs its MSRP.
Affiliate Bias Penalty Simulator
Simulate how we mathematically deflate scores from sites with high affiliate link density.
Repair Monopoly Estimator
Calculate the lifetime cost penalty of devices with glued-in batteries.
Mattress Foam Density True-Cost
Strip away the marketing fluff and calculate a mattress's value based on raw material weight.
ANC Phase-Shift Calculator
Calculate the expected audio degradation when Active Noise Cancellation is engaged.
Bottleneck Identifier
Check if an upselled CPU is actually necessary for a given GPU.
Battery Lifecycle Estimator
Calculate real-world battery life after 500 charge cycles.
IoT Cloud-Death Risk Score
Score the likelihood of a smart device becoming a paperweight.
Appliance Failure Estimator
Estimate the failure rate of modern appliances based on control board complexity.