Category
Model Guides
Hands-on handbooks for the AI image, video, and audio models on Astorie.
Nano Banana 2.1 Image Editing Guide
To edit with Nano Banana 2.1, supply the source image, describe the exact change, and list the details that should stay. Clara’s helmet and cloak tests show successful semantic changes alongside composition and detail drift that still need review.
Nano Banana 2.1 Character Consistency Test
Nano Banana 2.1 kept recognizable hair, costume colors and scene styling across Clara’s Hector sequence, while pose, framing and smaller details changed. This reference-based case study shows how to check continuity without treating a familiar-looking character as an identical face.
Nano Banana 2.1 vs Nano Banana 2
Nano Banana 2.1 is the newer option for fresh projects, with lower published image-output API prices at 1K, 2K and 4K. Two Astorie scene pairs show task-specific differences, but the interface settings do not support a controlled quality or speed ranking.
Nano Banana 2.1 Prompt Guide
Write Nano Banana 2.1 prompts as visual instructions: identify the task, assign each subject a role, specify the frame, and separate changes from details to preserve. The examples below show what those instructions achieved and where an edit still changed the composition.
Nano Banana 2.1 vs GPT Image 2.5
Nano Banana 2.1 vs GPT Image 2.5 depends on your workflow: start with Nano Banana for many-reference and search-grounded briefs, or GPT Image 2.5 for transparent-background and custom-size workflows. Clara’s Flare examples show why source connection and preservation checks matter in editing.
How to Replace a Character in Video with MiniMax H3 Without Rebuilding the Shot
Replace a character in an existing MiniMax H3 video by using the source video to guide movement, timing, and camera behavior while a new character image defines the replacement identity. This workflow shows how to preserve an approved performance without regenerating the entire shot.
Turn One Image Into a Full AI Shot List with MiniMax H3
Turn one approved product image into a full AI shot list by planning the shots together and generating them separately. This workflow shows how to create a six-panel shot sheet, crop each composition into an independent reference, and generate separate MiniMax H3 clips for a final product edit.
MiniMax H3 Can Now Inpaint Audio Too: How Video & Audio Editing Works
Edit dialogue in an existing AI video by deciding what is already approved and what actually needs to change. This workflow compares prompt regeneration with using an approved source video and replacement audio to show how a narrower revision can preserve the visual performance while updating the voice and mouth movement.
MiniMax H3 Keyframe Control Guide: Add Image and Audio References at Any Frame
Use MiniMax H3 keyframe control to extract a useful moment from an existing video and reuse it as a visual anchor for a new generation. This workflow shows how to combine an extracted frame with optional audio while treating timing as generation guidance rather than frame-exact editing.
MiniMax H3 Depth Control Guide: What Changes When AI Video Gets More Spatial Control
Use MiniMax H3 Depth Control when a video depends on precise relationships between the subject, camera, and environment. This workflow compares prompt-only, depth-only, and combined approaches to show how depth references can preserve movement paths, camera tracking, distance changes, and scene structure.
MiniMax H3 Storyboard-to-Video: How to Turn a Shot Plan Into a 15-Second Multi-Shot Ad
Turn a storyboard into a MiniMax H3 multi-shot video by defining the panel order, timing, camera behavior, product identity, and role of each visual beat. This workflow compares a detailed text-only prompt with a storyboard-guided version to show when visual preplanning adds useful composition control.
How to Create Consistent AI Characters with MiniMax H3 — Without a Complex ComfyUI Workflow
Create consistent AI characters by defining a clear identity first, building a reusable character reference pack, and validating that character in simple MiniMax H3 shots before adding cinematic complexity. This workflow shows how to use only the references each shot needs without building a complex ComfyUI setup.
MiniMax H3 Ref2Video Guide: How to Keep Characters Consistent Across Shots
Keep characters consistent across MiniMax H3 videos by building a stable reference system and reusing the same identity anchors across different shots. This workflow shows when an additional reference actually helps, when it creates new problems, and how to separate character consistency issues from motion problems.
MiniMax H3 Motion Transfer Guide: Recreate Viral Trends with Your Own Character
Use MiniMax H3 Motion Transfer by separating movement from character identity. A reference video can provide the motion and timing, while a separate image defines who performs it. This workflow shows how to select one motion source from a multi-subject video and transfer that movement to a new character.
MiniMax H3 Workflow: Build a Reusable AI Video Production System
Build a reusable MiniMax H3 workflow by preparing stable character and scene assets, approving one base clip, and changing only what each new shot requires. This approach keeps related videos connected while making character consistency, scene changes, motion, and QA easier to manage.
Where to Use MiniMax H3: Official Apps, Creative Workspaces, APIs and Local Options
MiniMax H3 is available through official products, creative workspaces, hosted APIs, and local or self-hosted setups. The best option depends on what needs to happen before and after generation, from creating a single clip to managing reusable assets, automating video generation, or controlling your own deployment environment.
MiniMax H3 Prompt Guide: How to Write Prompts That Direct the Shot
Write better MiniMax H3 prompts by separating stable reference information from the action, camera movement, dialogue, sound, ending state, and constraints that define the shot. This workflow shows how to turn a scene description into a clear sequence of events the model can follow.
MiniMax H3 Review: Is Multimodal Control the Real Upgrade?
This MiniMax H3 review tests whether its biggest upgrade is better video quality or greater production control. I compared H3 with Hailuo 2.3 and Seedance 2.5, then tested multiple image references, audio input, first and last frame control, and 2K generation to see where the extra cost and waiting time actually pay off.
MiniMax H3 Emotion & Acting Guide: Dialogue Tags, Microexpressions, Pauses and Better AI Performances
Create more expressive MiniMax H3 performances by directing dialogue delivery, pauses, breathing, microexpressions, and emotional progression together. This workflow shows how to separate spoken dialogue from acting direction and build emotional changes around specific performance beats.
Why GPT Image 2.5 Images Still Look AI-Generated and How I Reduced the AI Look
GPT Image 2.5 images can still look artificial even at high resolution. This workflow shows how stronger creative direction can improve the composition first, then how a focused cleanup edit can reduce oversharpening, uneven detail, unrealistic highlights, and other rendering problems without rebuilding the whole image.
GPT Image 2.5 Editing Drift: Why Repeated Edits Get Softer Over Time
Repeated AI image edits can preserve the requested changes while gradually losing fine visual detail. This workflow compares controlled serial edits, simple serial edits, and a single-pass revision from the original source to show when to keep editing and when to return to a cleaner image.
How to Keep Characters Consistent in GPT Image 2.5 Across Different Camera Angles
Keep characters consistent in GPT Image 2.5 by starting with one approved design, building a multi-view character sheet, and matching the closest useful reference to each new shot. This workflow shows how to preserve character identity while changing camera angle, action, environment, and composition.
How to Use GPT Image 2.5: Explore Fast, Refine With More Control
Use GPT Image 2.5 by separating visual exploration from refinement. Generate multiple directions while the concept is still open, select the strongest image, then refine only that approved direction with more specific preservation and detail instructions.
MiniMax H3 vs Wan 3.0 Features and API Costs
Compare H3 and preview Wan 3.0 video modes, 30-second duration rule, reference inputs, audio, editing and Singapore list versus discounted API costs.
MiniMax H3 vs Kling AI Video Quality Features and Pricing
MiniMax H3 vs Kling AI compared on references, motion, audio, output sizes and pricing, with original test images and exported-file checks.
MiniMax H3 in Astorie vs LTX Studio Workflow Comparison
A scoped comparison of MiniMax H3 in Astorie with LTX Studio, plus separate H3 and LTX-2.5 Fast and Pro API specs and pricing.
MiniMax H3 Pricing API Rates Credits and Retry Costs
Official H3 output and input rates, 768p-to-2K regeneration, worked reference-video budgets and an Astorie credit example.
GPT Image 2.5 Quality Settings Tested
See what Low, Medium, High, XHigh, and Max change in GPT Image 2.5, with an Astorie same-prompt test, credits, timing, tradeoffs, and switch triggers.
GPT Image 2.5 Flare vs Sunburst: Which Model Should You Use?
A decision guide for generation speed, editing precision, API cost, production workflows, and model evaluation.
ChatGPT Images 2.5 Pricing: Plans, API Rates, and the Real Cost Drivers
ChatGPT users get Images 2.5 through their plan, while developers pay usage-based API charges. Here is what each route costs and why there is no single universal price per image.
Awesome Seedance 2 Prompts: Curated Open-Source Prompt Library
A curated, open-source library of Seedance 2 prompts — copy-paste recipes for product spins, image-to-video motion, character shots, and cinematic camera moves. Maintained on GitHub, paired with the Astorie canvas.
Seedance 2 Handbook: Variants, Best Workflows, and How to Use It on Astorie
Hands-on guide to Seedance 2 — variants, strengths, and the production workflows it fits on Astorie's canvas.
GPT Image 2 Guide: Workflows, Strengths, and Where It Fits on Astorie
How GPT Image 2 fits product, text, and reference image workflows on Astorie's multi-model canvas.
Nano Banana 2 Workflows for Multi-Image Reference and Character Consistency
Multi-image reference and character consistency workflows on Astorie using Nano Banana 2.
Kling 3 Guide: Variants, Use Cases, and How to Choose
Kling 3, O3, and Avatar variants — when to use each, on Astorie.
Sora 2 Video Workflows on Astorie
How to use Sora 2 inside multi-model production on Astorie's canvas.