Skip to content
AI Primer

ByteDance’s Seedance family of generative models for creating and controlling audiovisual video from multimodal inputs such as text, images, and reference assets.

Model Intelligence

Benchmarkable
No
Model level
family

Recent stories

50 linked stories
workflowPRIMARY2026-10-03
PJ Accetturo says labor accounted for his film’s $29,575 budget

PJ Accetturo says the $29,575 budget for a film made in 10 days went to labor, with AI filmmakers costing roughly $1,000 a day. Production mixed 3D-guided Seedance shots with prompt-only outputs.

workflowSECONDARY2026-09-25
Magnific releases depth-map workflow linking Claude Opus 5.5 to Seedance 2.5

Magnific published a workflow that creates a depth map from reference footage with Claude Opus 5.5 and its MCP, then uses Seedance 2.5 to alter the environment, wardrobe, or characters. The edits retain the source motion while changing those visual elements.

workflowSECONDARY2026-09-21
A solo creator is making a 35-minute AI microdrama

Rainisto reports completing 20 minutes of a planned 35-minute dialogue-led drama at roughly €100 and one hour per finished minute.

promptSECONDARY2026-09-17
GPT Image 2.5 workflow builds branded dashcam videos with Seedance 2.5

The workflow locks a realistic dashcam-style opening frame in GPT Image 2.5, then animates it in Seedance 2.5. Its prompts specify camera framing, branded vehicles, and escalating visual interruptions.

workflowPRIMARY2026-09-14
Creators use 3D and image references to guide AI video shots

Creators are using stills, simple Blender previs, and reference clips to steer composition, character appearance, materials, and camera framing in video models. The examples span Seedance 2.5, Hailuo, and MiniMax H3.

workflowPRIMARY2026-09-10
Creator reports a 10-step AI pipeline for a dragon battle film

A creator documented a 10-step fantasy-film workflow that starts with Midjourney references and GPT Image 2 character sheets before using Seedance 2.5 for generation and extension. Additional tools handle the final repair, editing, and music stages.

workflowSECONDARY2026-09-07
Magnific publishes workflow that turns one brief into a festival campaign

Magnific published a workflow that turns a brand brief into identity assets, mockups, posters, merch, a website, event advertising, and a generated ad. A second example uses two references and Magnific's MCP with GPT-6 Astra for a smartwatch film.

workflowSECONDARY2026-08-25
InVideo Agent Two powers an almost 4-minute AI trailer workflow

Creators report using InVideo Agent Two to take cinematic projects from script and character development through sequences and editing. One workflow produced an almost four-minute trailer, while another animated a creator's father's drawing.

workflowSECONDARY2026-08-25
Magnific shows Wan 3.0 animating a character sheet

Magnific demonstrates a Wan 3.0 clip guided by one character sheet and a prompt specifying retained identity traits, scene direction, camera, and audio. Early creator tests say referenced styles can still shift toward a 3D look.

workflowPRIMARY2026-08-21
Reference frames preserve continuity across AI video shots

Creators are using character sheets, prior clip endings, and anchor frames to maintain identity, lighting, and shot continuity across generated video. Reported workflows pair reference assets with Seedance and game-camera setups.

workflowPRIMARY2026-08-18
Seedance 2.5 animates section keyframes into cinematic website journeys

A creator outlines a workflow that generates one image keyframe per web section, then animates them with Seedance 2.5 as a continuous camera journey. Foreground smoke or clouds hide transitions between scenes.

workflowSECONDARY2026-08-18
InVideo Agent Two reportedly produces a 2-minute horror sequence

A creator documented using Agent Two for scripting, character references, visual direction, and iteration before generating Seedance 2.5 shots. The workflow still required continuity fixes and a final edit in Slate.

releasePRIMARY2026-08-17
Seedance 2.5 becomes available in 1080p through Luma and Pika

Seedance 2.5 is live in 1080p through Luma and Pika. Luma describes a path to 4K upscaling, while Pika says API Club access is up to 60% cheaper than competitors.

workflowPRIMARY2026-08-16
Blender previs gives Seedance planned camera references

Rainisto's workflow turns a screenplay into a rough Blender animation and uses it as Seedance video reference. The Blender timeline preserves planned cuts, lenses, and camera angles before generation.

workflowPRIMARY2026-08-12
Seedance 2.5 creators test timed prompts for steadier reference characters

Creators tested Seedance 2.5 timed vlog and cafe prompts to preserve a reference character across handheld scenes. Promptsref also showed a 4K enhancer in its Seedance workflow.

releasePRIMARY2026-08-09
Seedance 2.5 rolls out across creator platforms with 30-second generation

Posts from Newtake, Lovart, Photo AI, Dreamina, Magnific, and Stages AI show Seedance 2.5 landing or nearing launch across video tools. Evidence includes 30-second generation, 3-minute extension, reference assets, 720p plans, and 4K upscaling add-ons.

promptPRIMARY2026-08-08
Seedance 2.5 guide drives 30-second prompt workflows

Creators are using ByteDance’s Seedance 2.5 prompt guide as a repeatable recipe for longer, reference-heavy shots. Posts cite about 80% success suppressing unwanted music, while 30-second templates spread.

workflowPRIMARY2026-08-07
Seedance 2.5 supports 30-second shot-by-shot workflow tests

Creator tests show Seedance 2.5 can hold longer directed clips when prompts are built as timelines instead of single scenes. Examples include 30-second scenes, 50-reference libraries, depth-video motion transfer, Blender blocking, and lens-controlled shots.

releasePRIMARY2026-08-07
Magnific adds 3D Motion Control to Seedance 2.5

Magnific says Seedance 2.5 now supports up to 50 references, 30-second generations, edit, extend, and 4K upscaling. The new 3D Motion Control feature lets creators set camera paths from a phone-recorded scene.

workflowPRIMARY2026-08-02
Creators share Seedance 2.0 workflows for 15-second product ads

Creators shared reference-based ad workflows using Seedance 2.0 with GPT Image 2 for 15-second spots. A separate Weavy setup turns product photos into on-model catalog images for fashion brands.

newsSECONDARY2026-08-01
MiniMax H3 adds native 2K, 15-second generation to more creator tools

TopviewAI posts cite native 2K, 15-second generations, multimodal control, and claimed pricing at 30% of Seedance 2.0. Creators also tested H3 on ComfyUI Cloud, with ComfyUI support for open weights reported.

releaseSECONDARY2026-07-30
Flux 3 previews as an open-weights video model with 720p samples

Flux 3 appeared in early preview on Nous Hermes Agent as an open-weights video model, with 720p sample tests circulating. Curious Refuge ranked its early results behind Seedance 2.0 and LTX 2.3, making output quality the main launch caveat.

workflowPRIMARY2026-07-29
Seedance creators use 720p Explore mode to cut video iteration costs

One Seedance 2 creator said longer brand work cost almost $10,000 over months. Others say 720p Explore mode on Max can still rough in shots at no cost before higher-resolution regenerations.

workflowSECONDARY2026-07-28
Creators share GPT Image 2 and Runway workflows for short image-to-video ads

AIwithSynthia posted a Higgsfield prompt that turns one character reference into a six-panel ramen ASMR ad using GPT Image 2 and Seedance. 0xInk showed a workflow that animates a Midjourney character in Runway.

workflowPRIMARY2026-07-27
Creators test Seedance reference prompts for longer AI video scenes

Creators refined reference prompts for longer AI video scenes using Seedance last-frame matching, second-by-second timing, character sheets, and GPT Image 2 storyboards. The examples aimed to hold style or character continuity across short shots.

workflowSECONDARY2026-07-27
Invideo Agent One directs shot-by-shot video workflow with NB Pro and Seedance 2.0

Techhalla showed a workflow that started with a photo, reference, and notes, then used Agent One to generate shots. The process locked stills with NB Pro, created intermediate frames, and animated in Seedance 2.0 at 1080p.

workflowPRIMARY2026-07-26
AI video creators report $12 avatar tutorials and two-day agent runs

Creators posted concrete pipeline notes for Stages AI, LTX, inVideo, Seedance, Firefly, and Opus 5. Reports included a $12 avatar tutorial, two-day agent runs, and QC loops for short films.

workflowPRIMARY2026-07-26
Seedance creators publish storyboard prompts for Seedance 2 settings

Creators shared Seedance prompt blocks for noir shorts, ads, ASMR spots, and cinéma vérité scenes. The workflows pair storyboard panels, GPT Image 2 references, and Seedance 2 generation settings.

workflowPRIMARY2026-07-25
Seedance creators publish repeatable OpenArt Director prompts for AI shorts

Seedance creators shared full prompts for OpenArt Director and Krea clips with repeated character descriptions, scene beats, ambient audio, and 4K style notes. The examples include a laundromat ad and nested hollow worlds built from reproducible prompt structure.

workflowPRIMARY2026-07-24
AI short-film makers use reference-heavy workflows for scene continuity

Recent AI shorts used character sheets, storyboard frames, hard-cut continuity frames, timed Seedance prompts, and custom film tools to keep scenes coherent. Creators still report heavy cleanup, review, and cinematography work.

workflowPRIMARY2026-07-22
Seedance 2.0 creators use storyboard grids to plan short-film prompts

New Seedance 2.0 workflows use depth maps, character sheets, environment prompts, and storyboard grids to lock framing before animation. Examples include alternate endings, a griffin flight short, and a fitted-sheet comedy.

workflowPRIMARY2026-07-21
Seedance 2.0 creators use depth maps for AI video motion control

Creators shared Seedance 2.0 workflows that convert footage or storyboards into depth-map references. The workflows aim for tighter motion transfer and composition control with fewer prompt tokens.

workflowPRIMARY2026-07-19
Seedance 2.0 creators add depth maps to steer framing and motion

Seedance 2.0 workflows now pair style references with depth maps from images or footage to control framing and motion. Examples combine ComfyUI, Midjourney SREFs, character sheets, and Runway prompts.

workflowPRIMARY2026-07-18
Seedance 2.0 creators use reference locking to stabilize characters across shots

Creators shared Seedance 2.0 workflows pairing GPT Image 2, Magnific, Higgsfield, and lipsync prompts to hold a character through salon, home-video, VAR-room, and cartoon shots. The common tactic was strict reference locking plus rapid cuts.

newsSECONDARY2026-07-17
Kimi K3 benchmarks question cost advantage as token use rises

Illscience found Kimi K3 strong on prose reasoning but costly per task because it used more tokens than expected. LLMJunky's Rocket League-style test said the model made good UI but lacked Fable-level polish.

workflowPRIMARY2026-07-17
Seedance 2.0 creators cut video costs with multishot rapid-cut workflow

Techhalla described a Seedance 2.0 workflow that uses multishot rapid cuts, repeatable prompt situations, and character consistency to keep renders cheaper. Related creators shared prompt recipes and project assets for remixing shots.

workflowPRIMARY2026-07-16
Higgsfield shows MCP cartoon pipeline with GPT-5.6 Sol, Seedream 5.0 Pro, and Seedance 2.0

Higgsfield demonstrated a cartoon pipeline where GPT-5.6 Sol writes the story, Seedream 5.0 Pro builds character sheets, locations, and storyboards, and Seedance 2.0 animates the output. The workflow connects story, visual planning, and animation steps through an MCP setup.

releaseSECONDARY2026-07-16
Kimi K3 gets creator tests against GPT-5.6 Sol and Fable 5

Creators posted open-weights benchmarks and tests comparing Kimi K3 with GPT-5.6 Sol and Fable 5. Demos covered UI animation, games, Seedance renders, kernel code, and reported OpenRouter rate limits.

releasePRIMARY2026-07-15
BytePlus previews Seedance 2.5 with Michael Owen football footage

BytePlus posted a Michael Owen football recreation made with Seedance 2.5 as creators treated it as a realism benchmark. Posts cite a Friday launch target and 30-second generations, pending no delay.

workflowPRIMARY2026-07-15
Seedance 2.0 adds motion layer for short-form story workflows

Creators are using Seedance 2.0 to add motion to short-form story projects. Examples include Firefly Boards character work, Seedream stills, text-native style exploration, and a Dreamina music video.

workflowPRIMARY2026-07-14
Seedance creators test reference frames for longer clip control

Creators tested reference frames to stabilize longer Seedance clips across faces, screens, and transitions. Examples used Seedream 5.0 Pro sheets, GPT Image 2 scene frames, overlapping keyframes, and video storyboards.

workflowSECONDARY2026-07-12
Seedream 5.0 Pro edits 2K annotated photos in BytePlus Lumina

Linus Ekenstam showed Seedream 5.0 Pro edits in BytePlus Lumina using reference photos and art-direction marks. The demos covered posters, character sheets, items, animals, blueprints, and Seedance references.

workflowPRIMARY2026-07-11
Dustin Hollywood prices 15-second Seedance renders at $2 for 480p vs $23 for 4K

Dustin Hollywood estimates a 15-second Seedance render costs about $2 at 480p versus about $23 at native 4K. His workflow iterates at low resolution, then upscales finals with Magnific or Topaz.

workflowSECONDARY2026-07-10
Invideo Agent One supports lore-book workflows for short films

Creators used Invideo Agent One to load lore, scripts, style prompts, voice references, and world context before generating shots and Seedance animations. The workflow let assets and style choices update across sequences.

releaseSECONDARY2026-07-10
GPT-5.6 Sol Ultra ships general availability

GPT-5.6 Sol Ultra became generally available, and early users tested it on cinematic sites, games, Blender scenes, and Seedance comparisons. Reports praised orchestration but noted mixed physics and one 2B-token overnight run.

workflowPRIMARY2026-07-10
Seedance users report blurred faces passed storyboard filters

David Comfort reported that blurred photorealistic faces were accepted where normal faces were rejected, then shared storyboard prompts using setting, style, character, audio, and panel references. He later said blocking may have resumed.

releaseSECONDARY2026-07-08
Pika opens Director’s Suite as an invite-only agent video workspace

Pika launched invite-only access to Director’s Suite, an agent-run video workspace with shot lists, character and location references, timeline controls, and chat. Early demos show Claude-driven planning inside the suite.

workflowPRIMARY2026-07-08
Creators pair Seedream 5.0 Pro stills with Seedance 2.0 video

Higgsfield and other creators paired Seedream 5.0 Pro stills with Seedance 2.0 for anime, manga, motion design, and nostalgic film looks. Tests focus on color grading, subject reference, and storyboard-to-motion handoff.

workflowPRIMARY2026-07-08
Seed Audio workflow adds lip sync to Seedance 2.0 scenes

David Comfort used Seed Audio voices, character sheets, GPT Image 2 setting references, and Seedance 2.0 shots to build lip-sync conversations. He framed it as a workaround for face-reference limits.

releaseSECONDARY2026-07-07
Seed Audio 1.0 generates 120-second scene audio from one prompt

A BytePlus thread says Seed Audio 1.0 can create dialogue, effects, background music, and reference voices for clips up to 120 seconds. The workflow can pass audio timing into Seedance for video generation.

AI PrimerAI Primer

Your daily guide to AI tools, workflows, and creative inspiration.

© 2026 AI Primer. All rights reserved.