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# Helpful resources for AI agents
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# Extended: /llms-full.txt (every page's full content in markdown)

# Fuser

> Fuser is a node-based AI workflow builder on an infinite canvas, built for creative agencies and studio teams. Connect references, prompts and AI models, then keep the working process alongside the finished assets.

Fuser runs 328 image, video, audio and 3D model variants and 113 LLMs. Model pages are grouped by family (117 pages), so one page covers every version of a model, e.g. Veo 3 and Veo 3.1; each model line lists its versions, inputs → output, limits and credit cost.

Every link below is the markdown version of a fuser.studio page; drop the `.md` for the HTML page.

## Pages

- [About](https://fuser.studio/about.md): A story about what it means to create and to imagine in the age of intelligent tools.
- [Assembly](https://fuser.studio/assembly.md): Fuser Assembly is a global community of educators and creative practitioners who learn with Fuser, teach others, and earn through workshops, grants, and fellowships
- [Partners](https://fuser.studio/partners.md): Join Fuser's Community Partners network to earn 60% commissions through our referral program. Apply to host workshops and share resources with creative technologists and design studios.
- [Fuser pricing](https://fuser.studio/pricing.md): Monthly plans, credit packs, trial and Teams seats.

## Articles

- [Creative AI Guides: Models, Tools and Workflows](https://fuser.studio/articles.md): Practical Fuser guides to AI image models, image-to-video, product photography and node-based creative workflows.
- [AI Image Generation Glossary: 31 Terms Explained](https://fuser.studio/articles/ai-image-generation-glossary.md): Plain-English definitions of 31 AI image and video generation terms, from LoRA, ControlNet and CFG to inpainting, seeds, upscaling and image-to-video.
- [AI Music for Video: Score a Generated Clip with Lyria 3.5 or MiniMax Music 3](https://fuser.studio/articles/ai-music-for-video.md): How to score a generated video clip with MiniMax Music 3 or Lyria 3.5: matching length and mood, joining picture and music, and using your track as reference audio. Tested.
- [How to Make an AI Poster With Accurate Text: Ideogram 4.5 to Print-Ready PNG](https://fuser.studio/articles/ai-poster-typography-workflow.md): Generate a poster with Ideogram 4.5, change copy with a masked edit, upscale it, then set exact print size and brand text in the Compositor. Real outputs, counted.
- [How to Structure Song Lyrics for AI: Verse, Chorus and Bridge Tags That Work](https://fuser.studio/articles/ai-song-lyrics-structure-guide.md): How to tag verse, chorus and bridge for MiniMax Music 3, Lyria 3.5 and Music-01, using only each vendor's documented format, tested with one lyric sheet across six songs.
- [AI Storyboard to Animatic: A Node Workflow](https://fuser.studio/articles/ai-storyboard-to-animatic.md): Turn a shot list into consistent AI storyboard frames, then animate each board into a moving shot with start and end frames. A practical node workflow in Fuser.
- [Best AI 3D Model Generators (2026)](https://fuser.studio/articles/best-ai-3d-model-generators.md): The best AI 3D model generator for clean meshes is Hunyuan3D V3 in Fuser, one of 28 3D models on the canvas: Trellis 2, Tripo and Rodin compared on one photo, with GLB renders.
- [Best AI Avatar Video Generators: One Portrait, One Script, Four Models](https://fuser.studio/articles/best-ai-avatar-video-generators.md): The best AI avatar video generator from one photo is HeyGen Avatar IV in Fuser, one of 162 video models on the canvas, tested against Veo 3.1, Kling 3.0 and MiniMax H3.
- [AI Background Removers Tested: Bria RMBG 2.0 vs Rembg (2026)](https://fuser.studio/articles/best-ai-background-removers.md): We ran Bria RMBG 2.0 and Rembg on backlit curly hair and clear glassware. See the edge differences, what neither handles, and when to generate a transparent image or replace the background instead.
- [Best AI Canvas Tools (2026)](https://fuser.studio/articles/best-ai-canvas-tools.md): The best AI canvas for creative work is Fuser: 441 models and editable layouts on one canvas. Compare Canva, Adobe Firefly Boards, Gemini Canvas and Miro.
- [Best AI Image Editing Models (2026)](https://fuser.studio/articles/best-ai-image-editing-models.md): The best AI image editing models for precise edits are GPT Image 2.5 Flare and FLUX.3 Image in Fuser, two of 128 image models on the canvas: eight models, one photo, one edit.
- [Best AI Image Models for Creative Work (2026)](https://fuser.studio/articles/best-ai-image-models.md): The best AI image model for reference-led work is GPT Image 2.5 in Fuser. We tested it against Nano Banana 2.1, FLUX.3, Krea 2, Muse and Grok.
- [Best AI Lip Sync Tools (2026): One Voice Line, Four Models](https://fuser.studio/articles/best-ai-lip-sync-tools.md): The best AI lip sync tool for putting new words in a video is LatentSync in Fuser, one of 162 video models on the canvas: Avatar IV, MiniMax H3 and Seedance 2.5 tested on one line.
- [Best AI Logo and Vector Generators (2026): SVG vs PNG, Tested](https://fuser.studio/articles/best-ai-logo-and-vector-generators.md): The best AI logo generator for a real SVG is Recraft V4.1 in Fuser, one of 128 image models on the canvas: GPT Image 2.5, Nano Banana 2 and Qwen Image 2 tested on one logo brief.
- [Best AI Models for Text in Images (2026)](https://fuser.studio/articles/best-ai-models-for-text-in-images.md): We ran one poster and one menu prompt through nine image models, including FLUX.3 Image, Ideogram 4.5 and Qwen Image 3, and counted every correct character.
- [Best AI Music and Sound Effect Generators (2026)](https://fuser.studio/articles/best-ai-music-and-sound-effect-generators.md): The best AI sound effect generator is ElevenLabs SFX in Fuser and Lyria 3.5 is best for songs, two of 9 audio models on the canvas, with MMAudio and F5 TTS compared by job.
- [Best AI Product Photography Tools for Campaigns](https://fuser.studio/articles/best-ai-product-photography-tools.md): The best AI product photography tool for finished campaigns is Fuser: a product-campaign Recipe, 128 image models, editable Compositor layouts and per-node costs before every run.
- [Best AI Upscalers for Images and Video (2026)](https://fuser.studio/articles/best-ai-upscalers.md): The best AI upscaler is Topaz Image Upscale in Fuser, one of 8 upscaling models on the canvas: Recraft, ESRGAN and SeedVR compared by job, with a same-source 4x test.
- [Best AI Video Editing Models: Same Clip, Same Edits](https://fuser.studio/articles/best-ai-video-editing-models.md): Kling O3 Edit, Runway Aleph 2.0, Luma Ray 3.2, Grok Imagine Edit and Gemini Omni 1.1 Flash compared, with a same-clip re-light and restyle test.
- [Best AI Video Generators With Audio: Same Dialogue Prompt, Seven Models](https://fuser.studio/articles/best-ai-video-generators-with-audio.md): Seven video models that make sound and speech in one pass, tested on one dialogue prompt: Veo 3.1, Kling 3.0, Seedance 2.5, Wan 2.6, Grok, MiniMax H3, LTX-2.5.
- [Best AI Virtual Try-On Models (2026)](https://fuser.studio/articles/best-ai-virtual-try-on.md): One model photo, one flat-lay shirt, five models: FASHN Try-On v1.6, Nano Banana 2, GPT Image 2.5 Flare, FLUX.2 [pro] and Qwen Image Edit. See what each kept, changed and got wrong.
- [Best Image-to-Video Models for Creative Work (2026)](https://fuser.studio/articles/best-image-to-video-models.md): Choose MiniMax H3, Kling 3.0, Kling O3, Seedance 2.5 or Wan 3.0 for your next moving shot, with notes from our same-input start-frame tests.
- [Best AI Node Canvas Tools (2026)](https://fuser.studio/articles/best-node-based-ai-tools.md): The best AI node canvas for finished creative production is Fuser: 440 models, editable layouts and per-node costs. Compare ComfyUI, Wireflow, Higgsfield, FLORA, Weave and Krea.
- [Best Open-Source Video Models (2026): Wan 2.2, MiniMax H3, LTX-2.5](https://fuser.studio/articles/best-open-source-video-models.md): The best open-source video model for commercial use is Wan 2.2 in Fuser, one of 162 video models on the canvas: MiniMax H3 and LTX-2.5 licenses, hardware and test clips compared.
- [How to Chain AI Models into One Creative Workflow](https://fuser.studio/articles/chain-ai-models-workflow.md): Chain image, video, audio and upscaling models into one repeatable workflow: which links work, how to pass outputs between models, and how to keep the result reusable.
- [ComfyUI Alternatives: 6 Options With No Local Setup (2026)](https://fuser.studio/articles/comfyui-alternatives.md): The best ComfyUI alternative with nothing to install is Fuser: 440 models on a hosted node canvas, per-node costs before you run and editable layouts.
- [How to Keep AI Characters Consistent Across Images and Video](https://fuser.studio/articles/consistent-characters-ai.md): Keep the same AI character across scenes and shots: build one reference, edit it into new scenes with reference-led models, then animate from those frames. A repeatable workflow.
- [How to Edit a Video With Text Prompts: Kling O3 Edit, Gemini Omni, Grok and Luma Tested](https://fuser.studio/articles/edit-video-with-text-prompts.md): How to change an existing video with a text instruction: input limits, prompt structure, and Kling O3 Edit vs Gemini Omni, Grok and Luma on the same clip.
- [ElevenLabs Sound Effects Prompt Guide: Describe, Time and Sync Your SFX](https://fuser.studio/articles/elevenlabs-sound-effects-guide.md): How to prompt ElevenLabs Sound Effects v2 in Fuser: source, material and space, duration, prompt influence, loops, and when MMAudio or Mirelo fit better.
- [How to Make AI Videos Longer: Extend, Chain and Multi-Shot](https://fuser.studio/articles/extend-ai-video-length.md): Make AI video longer than one generation: extend endpoints (Grok Imagine, FLUX.3 Video), last-frame chaining into any image-to-video model, and multi-shot prompts. Real test clips.
- [Facebook Cover Photo Size 2026: Desktop and Mobile](https://fuser.studio/articles/facebook-cover-photo-size.md): Facebook Page covers need at least 400 × 150 px and load fastest at 851 × 315 px, but display at 16:9 on desktop and 2.4:1 on mobile. Here is how to design one file for both.
- [First and Last Frame Video: How to Generate a Clip Between Two Images](https://fuser.studio/articles/first-last-frame-video-guide.md): Which video models in Fuser take a start and end frame, how to make a matching pair, and what Veo 3.1, Kling 3.0, Seedance 2.5 and MiniMax H3 did with one pair.
- [FLUX.2 Prompt Guide: Structure, JSON Prompts, Hex Colours and References](https://fuser.studio/articles/flux-2-prompt-guide.md): How to prompt FLUX.2 [pro], [max], [flex], [dev], [klein] and turbo in Fuser: word order, JSON prompts, hex colours, quoted text and multi-reference edits.
- [FLUX.2 vs Nano Banana 2.1: Same-Prompt Test](https://fuser.studio/articles/flux-2-vs-nano-banana.md): Nano Banana 2.1 in Fuser beat FLUX.2 [pro] on label-safe product edits; FLUX.2 won the flat lay and print-ready poster. Same prompts, real outputs.
- [FLUX.3 Image Editing Guide: Local Edits, Box Rows and 10 References](https://fuser.studio/articles/flux-3-image-editing-guide.md): Edit images with FLUX.3 Image: add, replace, remove and recolour with an instruction, place edits with box rows, combine up to 10 references. 14 measured edits.
- [FLUX.3 Image Prompt Guide: Text, Layout Boxes and 4K](https://fuser.studio/articles/flux-3-image-prompt-guide.md): How to prompt FLUX.3 Image: quoted text, hex colours, positive wording, bounding-box layouts and 768px to 4K tiers, with tested outputs from Fuser.
- [FLUX.3 Image vs GPT Image 2.5: Text and Editing Test](https://fuser.studio/articles/flux-3-image-vs-gpt-image.md): Same poster, menu and label prompts in FLUX.3 Image and GPT Image 2.5 Flare with every character counted, plus two edits measured pixel by pixel.
- [FLUX.3 Image vs FLUX.2: Same-Prompt and Edit Tests](https://fuser.studio/articles/flux-3-vs-flux-2.md): We ran FLUX.3 Image and FLUX.2 [pro] on identical prompts and edits: product shots, hex colour, posters, a menu, a flat lay and label edits. Verdicts, relative cost and when to upgrade.
- [FLUX.3 Image vs Nano Banana 2.1: Same-Prompt Test](https://fuser.studio/articles/flux-3-vs-nano-banana.md): FLUX.3 Image beat Nano Banana 2.1 in 3 of 5 same-prompt tests in Fuser: closer likeness, cleaner edits, truer dawn light. 2.1 won the product shot.
- [FLUX.1 Kontext Editing Guide: Instructions, Identity and Iterative Edits](https://fuser.studio/articles/flux-kontext-editing-guide.md): How to edit images with FLUX.1 Kontext: how to word instructions, keep a face intact, swap text and chain edits, with real before/after outputs from Pro and Max.
- [Fuser Launches Recipes, Giving Creative Teams Prebuilt AI Workflows](https://fuser.studio/articles/fuser-studio-launches-recipes.md): Agencies and studio teams can start from a working creative process, bring their own inputs and adapt it on an infinite canvas.
- [GPT Image Prompt Guide: Structure, Text, Edits and Sizes (GPT Image 2.5)](https://fuser.studio/articles/gpt-image-prompt-guide.md): How to prompt GPT Image 2.5 Flare, Sunburst and GPT Image 2 in Fuser: labelled sections, exact text in quotes, change-only edits, references and sizes, tested.
- [Grok Imagine Image 2.0 Guide: Prompts, Editing and Settings](https://fuser.studio/articles/grok-imagine-image-guide.md): How to prompt and edit with xAI's Grok Imagine Image 2.0: text in images, multi-image edits with <IMAGE_0> tags, quality and resolution settings, tested outputs.
- [Grok Imagine Video 1.5 Guide: Text, Image, Edit and Extend](https://fuser.studio/articles/grok-imagine-video-guide.md): How Grok Imagine Video 1.5 works in Fuser: text-to-video, image-to-video, reference images, editing and extending clips and native audio, with real clips.
- [Higgsfield Alternatives: 6 Options by Creative Job (2026)](https://fuser.studio/articles/higgsfield-alternatives.md): The best Higgsfield alternative for campaigns is Fuser: 162 video models among 440, editable Compositor layouts with MP4 export and per-node costs up front.
- [Hunyuan3D Guide: Image to 3D, Low Poly Topology and Multiview](https://fuser.studio/articles/hunyuan3d-guide.md): How to use Hunyuan3D V3 and Hunyuan3D 2 Multiview in Fuser: input images, generation types, face count, quad topology, PBR and GLB export, with real meshes.
- [Ideogram 4.5 Prompt Guide: Typography, JSON Layouts and Precise Edits](https://fuser.studio/articles/ideogram-4-5-prompt-guide.md): How to prompt Ideogram 4.5: quoted text, Expand Prompt, JSON layouts with bounding boxes, and precise edits with masks and references, tested on 17 real runs.
- [Ideogram 4.5 vs GPT Image 2.5: Typography Test](https://fuser.studio/articles/ideogram-4-5-vs-gpt-image.md): Same five poster, menu, label and logo prompts in Ideogram 4.5 and GPT Image 2.5, with every character counted, plus a text-edit test measured pixel by pixel.
- [Instagram Post Sizes (2026): Feed, Story, Reel and Carousel](https://fuser.studio/articles/instagram-post-sizes.md): Instagram now supports 3:4 posts up to 1080 × 1440 px. Get 2026 sizes for feed posts, carousels, stories, reels and reel covers, with the safe zones the interface covers.
- [Jean Phil AI Character: How to Make Your Own (and Make It Dance)](https://fuser.studio/articles/jean-phil-ai-character.md): Make a Jean Phil-style AI character in Fuser: type one idea, get three original characters with 11-shot sheets and captions, then make them dance with Recast.
- [Kling 3.0 Motion Control Guide: Driving Video, Orientation Modes and Limits](https://fuser.studio/articles/kling-3-motion-control-guide.md): How Kling 3.0 Motion Control works: character image plus driving video, Video vs Image orientation, sound, Standard vs Pro, input limits and real test runs.
- [Kling 3.0 Prompt Guide: Formula, Camera Moves and 10 Examples](https://fuser.studio/articles/kling-3-prompt-guide.md): How to prompt Kling 3.0: a six-part formula, camera and dialogue syntax, 10 copyable prompts by genre, fixes for common failures and the settings that matter.
- [Kling O3 Edit Guide: Edit a Video With Text and Reference Images](https://fuser.studio/articles/kling-o3-edit-guide.md): Edit an existing video with Kling O3: Edit vs Reference mode, @Video1 and @Image1 prompts, input limits, Standard vs Pro, and four real before-and-after tests.
- [Kling O3 Prompt Guide: @Image References, Shots and Audio](https://fuser.studio/articles/kling-o3-prompt-guide.md): How to prompt Kling O3 (Kling VIDEO 3.0 Omni): @Image references, start frames, shot labels with timings and dialogue, tested on four real clips.
- [Kling O3 vs Kling 3.0: Which to Use, Tested on the Same Inputs](https://fuser.studio/articles/kling-o3-vs-kling-3.md): Kling O3 and Kling 3.0 arrived together as one model series. We ran both on identical prompts and start/end frames, then tested O3 reference images. Results, cost and when to pick each.
- [Kling O3 vs Veo 3.1: Same-Prompt Video Test](https://fuser.studio/articles/kling-o3-vs-veo-3-1.md): We ran Kling O3 and Veo 3.1 on the same prompts and the same start frame. See the clips, which model won each test, and how their credit costs compare.
- [LinkedIn Banner Size (2026): Profile, Company and Event Covers](https://fuser.studio/articles/linkedin-banner-size.md): The LinkedIn banner size is 1584 × 396 px (4:1). Get the 2026 sizes for profile banners, Company Page covers, event covers and article images, plus how to design around the profile photo.
- [LTX-2.5 Guide: Fast vs Pro, Prompts, Audio and Retake](https://fuser.studio/articles/ltx-2-5-guide.md): How LTX-2.5 works in Fuser: Fast vs Pro, prompting single and multi-shot scenes, native audio, resolution and length limits, and retaking part of a clip.
- [LTX-2.5 vs Wan 2.6: Same Prompt, Same Start Frame](https://fuser.studio/articles/ltx-2-5-vs-wan-2-6.md): We ran LTX-2.5 Pro and Fast on the exact prompts and start frames we gave Wan 2.6. Side-by-side clips with sound, a verdict per test, prices per second and which one has open weights.
- [Luma Ray 3.2 Guide: Prompts, Keyframes, Loops and Reframe](https://fuser.studio/articles/luma-ray-3-2-guide.md): How to use Luma Ray 3.2: image-to-video prompts, start and end keyframes, seamless loops, reframing to 9:16 and video edit strength, with real test clips.
- [Lyria 3.5 Prompt Guide: Genre, Lyrics, Structure and Length](https://fuser.studio/articles/lyria-3-5-prompt-guide.md): How to prompt Google Lyria 3.5: genre, BPM, voice, your own lyrics, timestamps and length hints, tested on eleven real tracks with measured results.
- [Lyria 3.5 vs MiniMax Music 3: Same Lyrics, Measured Results](https://fuser.studio/articles/lyria-3-5-vs-minimax-music-3.md): Lyria 3.5 and MiniMax Music 3 on identical vocal and instrumental briefs: lyrics sung, length control, loudness, file format and relative cost, all measured.
- [Meshy 7 vs Rodin Gen-2.5 vs Tripo 2.5: Same-Photo 3D Test](https://fuser.studio/articles/meshy-vs-rodin-vs-tripo.md): Meshy 7, Rodin Gen-2.5 and Tripo 2.5 in Fuser on one product photo at default settings: polycount, texture maps, materials and speed, with every mesh rendered.
- [MiniMax H3 (Hailuo 3) Prompt Guide: Motion, Camera and Image-to-Video](https://fuser.studio/articles/minimax-h3-prompt-guide.md): How to prompt MiniMax H3 and H3 Max in Fuser: motion and camera language, dialogue and sound, image-to-video, references and prompt expansion, from real runs.
- [MiniMax H3 Recast Guide: Replace the People in a Video From Photos](https://fuser.studio/articles/minimax-h3-recast-guide.md): Replace the people in a 5–30 s video with people from photos using MiniMax H3 Recast: limits, left-to-right mapping, prompts, voice and wardrobe caveats, and a real test.
- [MiniMax H3 vs Kling 3.0: Same-Prompt Video Test](https://fuser.studio/articles/minimax-h3-vs-kling-3.md): We ran MiniMax H3 at 768p and 2K on the exact prompts we gave Kling 3.0 Pro. See the clips side by side, what each did