AI VIDEO RESEARCH LIBRARY • UPDATED JULY 2026
Make the next
video decision
with evidence.
32 independent guides that explain the variables behind AI video credit use, plan choice, production capacity, and finished delivery.
CREDITS & PRICING · 14 GUIDES
Price usable output, not a plan headline.
Credit rules, retries, duration, resolution, rollover, and the assumptions that change the cost of a deliverable clip.
How to calculate the real cost per usable AI video clip
A provider-neutral method for turning current credit rules, generation attempts, and production work into a defensible cost per approved AI video clip.
Read guide ↗Runway Credit Budget Planner: Plan Creative Credits Without Guessing at the Headline Price
Build a Runway Creative credit budget from the current model rate, planned generations, rejected outputs, rollover rules, and delivery requirements.
Read guide ↗AI Video Credits Explained: Why a Monthly Plan Is Not a Production Budget
A glossary and assumption checklist that converts AI video plan credits into deliverable, watermark-free clips before you pay.
Read guide ↗How to Compare AI Video Generator Pricing Without Comparing the Wrong Unit
Compare AI video generator pricing by normalizing per-credit, per-second, per-generation, and per-seat plans into one cost-per-second number.
Read guide ↗AI Video Cost per Minute: Raw Duration vs. Usable-Clip Cost
Most AI video tools sell credits, not minutes. Learn to convert raw-duration cost into true usable-clip cost per minute before you pay.
Read guide ↗Free vs Paid AI Video Plans: When Free Tiers Stop Being Free
A buyer's framework for AI video plans: the watermark, commercial-use, and credit-expiry limits that decide when a free tier stops being free.
Read guide ↗How Retry Rate Changes AI Video Generation Cost
Your retry rate, not the sticker price, decides which AI video plan you need. See how 2x vs 5x attempts per clip changes your monthly credit math.
Read guide ↗AI Video Resolution Cost: How Resolution and Duration Change Credit Use
See how clip duration and output resolution change AI video credit use, with a monthly scenario across flat-rate and tiered models.
Read guide ↗AI Video Credit Rollover and Expiry: Budget Risks to Check Before You Pay
AI video credit rollover and expiry can inflate your cost per clip. A buyer checklist for Runway, Luma, Pika, and Kling expiry rules.
Read guide ↗Which AI video plan fits your monthly clip target?
Turn a monthly clip target into the minimum AI video plan tier, plus the break points where upgrading beats top-ups. Runway, Luma, and Pika examples.
Read guide ↗AI Video Budget Template for Monthly Production
A fill-in monthly AI video budget template: line items for generation, retries, editing, sound, review, and delivery, with assumptions to verify.
Read guide ↗AI Video Creative Variant Budget: Plan Credits for Campaign Versions
Calculate how campaign message variants, formats, markets, and review rounds multiply an AI video generation budget.
Read guide ↗ChatGPT, Claude, and Gemini: Subscription vs API Cost Decision Guide
Decide whether a ChatGPT, Claude, or Gemini subscription, API workflow, or hybrid setup fits your real usage and operating requirements.
Read guide ↗Canva Pro vs Business Team Cost: Choose the Right Plan
Compare Canva Pro and Canva Business using official US annual pricing, team size, plan fit, and checkout assumptions without treating optional add-ons or legacy pricing as universal rates.
Read guide ↗VIDEO MODELS · 8 GUIDES
Choose a model around the job to be done.
Decision guides for access, controls, quality trade-offs, and the right evaluation method before adopting a model.
Choose an AI video plan by output workflow, not by a model demo
A decision framework for comparing access limits, credit structures, editing needs, and team workflow before subscribing.
Read guide ↗How to Choose AI Video Generator Alternatives by Workflow Fit
Choose AI video generator alternatives by matching tool class to the job: social clips, product ads, avatars, cinematic, and editing.
Read guide ↗Runway Alternatives: Comparing Credit Exposure and Production Control
Compare Runway alternatives by credit exposure: one ten-clip month priced across each tool's credit pools, rollover rules, and output gates.
Read guide ↗Google Flow Video Budget: Plan Limits and Credit Costs to Check
How Google AI plans bundle Flow video credits: monthly limits, per-model costs, rollover rules, and watermarks to check first.
Read guide ↗AI Video Model Comparison Template: Test One Brief Across Every Tool
Compare AI video models fairly: fix one brief, duration, resolution, and approval rule, then log credit cost per attempt with a dated source card.
Read guide ↗AI Video Generator Selection Framework for Solo Creators
A four-axis fit matrix mapping budget, output cadence, editing skill, and platform format to AI video tools and entry plan tiers for solo creators.
Read guide ↗AI Video Generator Plans for Small Teams: Seats, Credits, and Approvals
How small teams pick an AI video plan: map paid seats, shared vs per-seat credits, review workflow, and brand-safety controls before you buy.
Read guide ↗AI Video Trial Plan: Test a Video Generator Before You Subscribe
A seven-day trial method for testing AI video plans against the shots, controls, retries, and delivery requirements you actually have.
Read guide ↗WORKFLOW · 10 GUIDES
Build a repeatable production system.
Practical frameworks for briefs, iterations, review loops, team capacity, and keeping an AI video budget on track.
AI Video Cost for Social Media: Budgeting Short Vertical Clips on a Fixed Plan
Turn a fixed AI video plan's monthly credits into a real deliverable count for short vertical clips, plus a revision and approval model.
Read guide ↗AI video editing cost: what a generation credit plan does not cover
A total production-cost checklist that separates AI video generation credits from editing, sound, review, storage, and delivery before you pick a plan.
Read guide ↗AI Video Budget for Product Ads: Calculate Variations Before Campaign Launch
Size your AI video ad spend before launch: a variant-count formula that turns concepts, aspect ratios, hooks, and retries into a real credit budget.
Read guide ↗AI Video Workflow: A Budget Gate at Every Stage, From Brief to Delivery
Map your AI video workflow in five stages and attach a budget gate question to each before you spend credits on generation.
Read guide ↗How to Budget Prompt Iterations for AI Video
Iteration tracker template and stop-rules for AI video prompts, with per-attempt credit math for Runway, Luma, and Pika.
Read guide ↗AI Video Quality Control: A Scored Rubric Before You Spend More Credits
Score AI clips on brief match, artifacts, brand safety, and spec before buying a re-generation. A discarded clip still costs full credits.
Read guide ↗How to Build a Reusable AI Video Prompt Library Without Wasting Credits
A prompt-to-output logging template and promotion rules to build a reusable AI video prompt library that cuts credit waste across Runway, Luma, and Veo.
Read guide ↗AI Video Storyboard Budget: Estimate Credits by Shots, Not Final Runtime
A practical way to turn a storyboard into an AI video credit estimate using shot count, formats, variants, and retry assumptions.
Read guide ↗AI Video Review Loop Cost: Stop Revisions From Draining Your Credit Budget
A workflow for measuring how review rounds affect AI video credit use, deadlines, and the cost of an approved final clip.
Read guide ↗AI Video Team Capacity Plan: Estimate Credits for a Small Production Team
A team-level capacity model for allocating AI video credits across creators, projects, priority work, and a monthly reserve.
Read guide ↗