Open datasets

Median creator income by audience size, payouts per view across 8 platforms, income mix, niche earnings index, sponsorship rate card, and implied hourly pay.

Gross vs net hourly pay for 15 side income paths, expense ratios, startup cost and breakeven timing, six-month income and quit rates, and US tax burden by income level.

Low, typical, and high YouTube long-form RPM and CPM benchmarks for 80+ countries, with market tier and local currency.

RPM ranges for finance, tech, business, gaming, vlog, and 20+ other YouTube niches, updated for 2026.

Shorts payout RPM per 1,000 views by country tier.

Sponsored-content pricing by platform and follower tier, with the CPM assumptions behind each band.

Payout per 1,000 qualified views under the TikTok Creator Rewards Program by market.

LTV:CAC ratios, CAC payback months, and churn benchmarks by SaaS segment.

Input and output token pricing across major AI model providers.

Cost-per-task and productivity benchmarks used across RevenueLab's AI calculators.

Structured comparison data with crossover math for platform and tool decisions.

TikTok Creator Rewards RPM and Instagram sponsored-content CPM benchmarks for 80+ countries, with the derivation method documented.

Effective state income tax rates for all 50 states + DC (2025 tax year), with flat/progressive/no-tax structure flags.

Statewide base rates, average local add-ons, and max combined sales tax rates for 45 states (2026).

Local income-tax brackets for major US cities, including which cities levy no local tax at all.

Low, typical and high all-in cost bands for 12 major home projects, plus the regional bid index and typical contingency for each.

Book hours, parts ranges and low/typical/high totals for 12 common repairs, plus independent-shop labor rates by state band.

Pain-and-suffering multipliers by injury type, contingency fee bands, diminished-value percentages and coverage-need multiples.

Credit card, personal loan, used auto and mortgage APRs by credit tier, plus the decision thresholds behind payoff, transfer and settlement math.

Machine-readable index of every RevenueLab calculator with inputs, outputs, and formulas.

Every live RevenueLab calculator with slug, title, category, description, search terms, and canonical URL.

Definitions, formulas, and worked examples for creator, SaaS, ecommerce, ads, freelance, and tax metrics.

Rideshare and food-delivery gross per hour, platform commission, miles per hour, and vehicle cost per mile across major cities.

Newsletter sponsorship CPM bands, online-course price bands, digital-goods VAT/GST rates, and branded-content rate multipliers for 25 markets.

Indicative effective self-employment tax bands for creators plus US treaty withholding rates applied to US-viewer AdSense revenue.

Sourced market-size statistics, brand-spend structure, tax-regime summaries, and notable channels for the largest creator markets.

Transfer tax, annual property tax, rental-income tax, capital-gains rates, typical mortgage APR, and gross rental yield bands per country.

Monthly rent, groceries, transit and utilities, effective tax rate, climate, walkability, visa ease, and YouTube RPM multiplier per city.