Editorial Research & Citation Kit
A transparent guide to how AI Video Signal verifies AI-video pricing, credits, model economics and workflow-cost claims—and how editors can cite the research.
What AI Video Signal tracks
Plans & billing
Public plan prices, monthly versus annual billing context, promotional references and legacy/grandfathered plan distinctions.
Model-specific usage
Credit allocations, burn rates, seconds per generation, resolution, audio modes and other provider-specific usage rules.
Real workflow cost
Retries, failed generations, upscale costs and normalized cost per usable or approved clip.
Rights & constraints
Commercial-use signals, free-tier restrictions, rollover rules and material product-policy changes.
Source hierarchy
- Provider documentation: pricing pages, help centers, product documentation and terms.
- Provider announcements: official changelogs, release notes and company communications.
- AI Video Signal normalization: derived calculations clearly labeled and separated from vendor-stated facts.
- Secondary sources: used for context, not as the sole basis for a current pricing claim when first-party evidence exists.
Core methodology
Credits are not directly comparable across platforms. A credit becomes economically meaningful only when mapped to the model, duration, resolution and generation mode that consumes it.
Cost per Approved Clip = Cost per Generation ÷ Approval Rate
We therefore separate nominal subscription price from effective production cost. When data allows, the analysis incorporates retries, failed generations, upscale costs, model-specific consumption and the share of generations that are actually usable.
Verification standard
- Time-sensitive pricing claims should have a first-party source.
- Derived calculations are labeled as calculations, not vendor-stated prices.
- Legacy or grandfathered plans are distinguished from plans available to new customers.
- Monthly and annual billing equivalents are not presented as the same billing price.
- Provider-specific credits are not compared as if they were a common currency.
- Material corrections are reflected in the research record.
How editors can use the research
AI Video Signal may be cited for normalized calculations, cross-provider comparisons, methodology, benchmark definitions and pricing-change tracking. There is no requirement for payment, reciprocal links or sponsored placement for factual editorial citations.
Recommended citations
AI Video Signal, “AI Video Pricing Benchmarks 2026,” accessed [DATE], https://aivideosignal.com/ai-video-pricing-benchmarks/
AI Video Signal, “AI Video Research Dataset 2026,” accessed [DATE], https://aivideosignal.com/ai-video-research-dataset/
AI Video Signal, “AI Video Pricing & Product Change Log 2026,” accessed [DATE], https://aivideosignal.com/ai-video-update-ledger/
Primary research resources
- AI Video Pricing Benchmarks 2026
- AI Video Research Dataset 2026
- AI Video Pricing & Product Change Log
- AI Video Pricing Tracker
- AI Video Cost Calculator
- Press & Data Room
Corrections policy
If a provider changes pricing, credits, billing context or product rules, the preferred correction evidence is the provider’s current first-party documentation. AI Video Signal favors correction over defensiveness: a dated research snapshot should remain understandable even after the market changes.
Independence & disclosure
AI Video Signal is an independent research and decision-support publication focused on AI-video economics. Commercial relationships, when present elsewhere on the site, do not determine factual pricing verification or research methodology. Provider-stated facts are separated from normalized calculations and editorial analysis.