AI Builders Priced Out of Real-Time Avatars
Developers and creators exploring real-time AI avatars are facing a significant barrier: the high cost of running these avatars in real-time. This expense makes it impractical to build consumer-facing applications, limiting innovation and accessibility. Current solutions are geared towards enterprise clients who can absorb the costs.
SOURCES (60)
“This project was developed by me and two other freelancers. I only use AI for SFX because I didn't have the budget for that part. As an indie developer, I think we all know the difficulties in hiring professionals to ALL areas of our projects.…”
“Been thinking about this a lot: AI has made shipping an app fast, but that also means a lot of apps end up looking and feeling the same. The things that still take real work, custom illustration, animation, a mascot with actual personality, are turning into one of the few ways an app still feels handmade instead of 100% AI-assembled. I kept running into this on my own side projects: wanted a mascot that felt alive, not just a static PNG in the corner. Freelancers were slow, and every AI video to”
“Gemini has rate limits too, but they’re reasonable if you aren’t making videos with Omni every 10 mins”
“Freelancing as an AI video creator burned through my Higgsfield credits fast because most prompts sucked. I've been collecting tested prompts on https://stealmyprompts.ai Free to browse, its an community where everyone can share their tested prompts that helps. Would love to hear what works for you. submitted by /u/Efficient_March_7833 [link] [comments]”
“Hey everyone, A few months ago, I set out to build a tool to automatically dub anime from Japanese to Hindi. The results were... completely unwatchable. The alignment was a mess, and the final output was just bad. But while the dubbing side failed, I realized that the underlying voice AI infrastructure I had built to power it was actually rock solid. Instead of scrapping all those late nights of coding, I decided to pivot. Over the last few months, between my Computer Engineering coursework, I r”
“I am studying scenography/set design and would like to use AI as an early-stage brainstorming and visual development tool, rather than as a replacement for the design process or as finished production artwork. I currently use ChatGPT Plus, but the images I generate often feel generic, overly polished, plastic or immediately recognisable as AI-generated. I can usually describe the subject I want, but I struggle to achieve a convincing visual language and maintain it across several images. These t”
“Hi all, I am a very new AI video producer. I uses tools and platforms like Higgsfield and Figma weave etc. My main go to models include GPT 2.0, Kling 3.0, Nano Banana 2 and Soul 2.0. I have recently created this video from scratch (character design, scene design, script writing etc.) using fully AI workflow. I would like to ask for some feedback from the community on what about this video do you feel most AI generated? submitted by /u/chowchowtrader [link] [comments]”
Ran out of credits in 2 prompts. No way to add more or connect my own API.
“As the author of this app, thought I’d chime in. Obviously the application is AI assisted, its a large app, and theres no way I could write all that. How I use AI is I write the structure and the data layer, setting the shape of the app and flow. My background is in software engineering, so that design and foundation is what the LLM builds on. I do review the code to ensure inline with my design, but obviously not every line is deeply scrutinized. I do test and have criteria for all features to”
“Hi everyone, I don't use social media, sorry for this AI-generated post, but if I use my own words you won't understand anything at all ><. I am a solo independent developer from Belgium. For the past few years, I have been obsessed with "local-first" and privacy-focused Windows software. I recently got completely frustrated with existing screen translation tools. They all rely on heavy OCR libraries like Tesseract, which cause noticeable UI lag, heavy CPU/GPU spikes, and”
“I have been learning AI video generation recently, mostly by trying to iterate on prompts and camera movement. Right now I am using Seedance, and the quality can be good, but the practice cost is getting hard to ignore. I made a roughly 2-minute test video and ended up spending about $20 just getting enough usable clips. For people who are seriously practicing AI video prompting, how are you keeping the cost under control? Do you first test ideas on cheaper models, shorter clips, lower resolutio”
“This is actually something I would use. Most AI video tools now just slap together screenshots with royalty free music and call it done, there is no sense of narrative at all Watched the demo and the pacing feels right, not too fast like typical product ads. One thing I notice is the transitions still have that slight AI smoothness if you know what I mean, but the story structure is already more coherent than what i see in most tools”
“I think this is pretty cool. Within about a week, I taught myself enough RealityScan, blender, and enough MetaHuman stuff to put together three presets, and then blend them to start to achieve a main character look I’m going for. Still, I gave it the feedback flair so I’ll ask some questions: “What assumptions do you make about this person from this image?” “Would you trust this character? Why or why not?” “Would you want to spend 3–4 hours with this protagonist?” “What’s one thing that feels of”
“btw, I also made that video... here's how I made it, for those interested :) - first I make the images with chatgpt, like the starting frames... chatgpt images are pretty much the best with images of real people, keeping the same character and style in different angles, and following prompts - then, i use those frames on Google's AI Studio using Veo 3.1... I give it a script of what the characters should say. I had to make a video per line… and trying different directing prompts for the”
“You are dealing with the fundamental trade off between volume and precision where high volume platforms require heavy manual filtering while creative focused tools require heavy pre prompt setup The cleanest fix is to stop relying on automatic URL scraping and instead build a standardized input sheet with pre approved brand terms custom voice clones and strict negative prompts so the ai does not invent weird accents or off brand phrasing in the first place”
“Pretty solid so far. I like with the paid option we have the ability to do 6 second clips now.”
“Hey, not yet - web apps only right now… it renders the product’s actual react components with remotion, so the video is literally the real UI, not a recording. Flutter is a whole different rendering world so it doesn’t carry over. Maybe one day! Do you have a flutter app yourself?”
“I’m a CSE graduate building a hybrid video generation pipeline with my sister. We were incredibly frustrated by the current state of faceless YouTube channels most of them are just low-effort AI spam using the exact same overused stock loops and repetitive robotic voices, which gets channels demonetized fast. We wanted to build something that generates entirely unique visual art styles from scratch and keeps viewers hooked without relying on lazy stock templates. We’ve been running this engine f”
“these are really good questions, especially the ones about different rigs and body type. i want to check current behavior properly before giving you an answer because you also caughtt a couple of movement issues in the gifs will give you a detailed reply tomorrow. thanks for looking this closely”
“this is incredibly helpful, thank you for spending so much time testing it. theres a lot here i want to check properly before answering especially the ballet ranges, grounding and rig questions. im going through everything carefully and will give you proper reply tomorrow”
“This is a great use case for real-time face recognition + overlay, and it's more feasible than it sounds — the hard part usually isn't detecting a face, it's keeping a consistent ID for the same character across cuts, lighting changes, and angles (which is exactly the annoying part for you too, I'd guess). A rough version could probably be built by running each frame through an existing face-embedding model, clustering faces that keep showing up as "the same" throughout”
“I used to antigravity to basically build the foundation of the project and the project involves a local model clipping and transcribing videos.”
“Really liked the video it generated, is it remotion that you are using to create videos ?”
OP, Just came upon this and would love to give Malloy a try!
“Just so I understand. You want the last frame of generated clip 1 to be automatically picked and use that as first frame for clip2? So that you can chain your clips without manual screenshots?”
“I have been using HiggsField, OpenArt, and ImagineArt for AI video generation, but honestly they're getting expensive for regular use. Looking for alternatives that are cheaper but still produce good quality output (text-to-video or image-to-video). What I care about: Lower cost per generation / better credit system Decent quality (doesn't have to be Veo-level, just usable) What are you guys using these days? Any hidden gems or underrated tools worth trying? submitted by /u/B”
“We’re a small 4-person team, and we do some commercial work here and there. The usual problem: limited budget, unlimited requests. Lately I’ve been trying AI video tools to see if they can actually help with real client work, not just cool demos. Our main workflow is still CapCut + Pr, but I’ve been using CapCut to make quick video drafts. So far, it’s useful, but not perfect. It’s great for getting a first version out fast. For easygoing clients, it makes the early review stage way smoother. Yo”
“All apps will have token fees since at the end of the day video engines are pretty expensive. Visual Lift Ai is probably one of the best for Ecom and they have about 1token per second of video which is roughly $0.25 But what really makes them shine is being able to control every aspect of the video + competitive intelligence etc.”
“Oh that sounds really cool! Thanks for pointing me towards Remotion, and thank you for the advise on the intro as well. I’d like to see the YouTube tutorials as well!”
“Thank you!! For the 3d animations, I use either spline or blender. For the ones including scroll, I use spline, otherwise blender. The great thing about blender is that ai agents can make the 3d objects for you. For example, 5.6 sol made the laptop for me. But I manually made the diamond data sources one on spline as well as some of my other animations”
“I don't think the goal is making one AI clip to blow up honestly. The hard part is making the same kind of usable video again next week, for a real client, without rebuilding everything. Views are fun, sure, repeatable delivery is actually the job. We've all seen the "I hit 1M views with AI" posts. Cool. But if the process behind it is just throwing random prompts, getting lucky once and 200 discarded clips, that's not a production workflow. That's a slot machine. The c”
“Pricing / business model: We charge by minutes of source video, not per-clip credits: - Free: $0, 1 video/mo (60 min), watermarked - Starter: $15/mo, 10 videos (600 min) - Pro: $35/mo, 30 videos (1800 min), priority queue - PAYG: $3/video, no subscription, never expires Usage is recorded once per upload - re-editing, recropping, or re-exporting a clip afterward doesn't burn quota again. You pay once to turn a video into clips. That's the main difference from the bigger names (OpusClip, V”
“I'd try runwayml, they have a free tier that gives you a decent chunk of seconds to play with. The quality's usually better than invidio and you can do image-to-video if you want more control over the initial frame pika labs is another one people seem to like for short clips, though I haven't used it personally. don't bother with the ones that make you pay before you even see if the output matches what's in your head”
“I've been hesitant to go deep on AI video because of things like this. I haven't spent the time to know the best workflow to keep the costs down My thought is to invest in a local setup, more upfront but more control and, I think, cheaper in the long run? lol”
“So what you're envisioning is a ring of 360° or 180° cameras parallel to the ground plane? Nice idea! But this sacrifices stereoscopy when the user rotates their head in a way where one eye is higher than the other, as all of the cameras are at the same height.”
“You can have stereoscopic camera pairs arranged in a circle. You can also have just an array of regular cameras. You will have to use novel view synthesis methods using the input images to create the correct stereo pair view based on the direction the observer is looking.”
“Agreed. Dont you think AI is doing wonders in image and video generation and saves time?”
ok i am also a founder of a company that does exactly this you can email me at rahul@splayed.ai . we can do pure video analyse on video, audio video+audio and it…
“If a simple online search could find them, don’t you think that myself and everyone else here would have found it? Regardless, we were not able to find any tool, but someone here that was a founder of an AI company messaged me privately and was able to analyze my video for me as a demo of his tool. I think it basically converted the video to audio and then transcribed the audio, so it wasn’t a true video analysis.”
“That means a lot thank you. You’re on the list. I’ll reach out directly when there’s a build ready for you to try. If you’re up for it, I’d love to hear what you’d want to demo with it.”
I clicked “join the waitlist”, would be interested in testing!
“Seriously! I have seen AI platforms where they require hundreds of credits just to generate a short unfinished clip. How on earth do these people even afford to generate these AI slops all day? Especially if you're just starting. submitted by /u/Certified_Loner1391 [link] [comments]”
“Looks pretty solid. I feel like the next frontier isn't subtitles or silence removal anymore but it's actually understanding the video. For example, automatically turning a 15-minute tutorial into a coherent 60-second version while keeping all the important steps in order. I've only really seen ngram going after that problem. If someone combines that with everything you've built here, it'd be a pretty compelling workflow.”
“Hey everyone, newbie here. I wanted to know if there is any useful and time saving skills in programs like Claude that can help, for example at script writing or thumbnail design, or, the one I am, suggesting or finding a footage for exact moment of a script submitted by /u/S_omeon [link] [comments]”
“Thank you for your comment! Yes, I totally agree and we specifically are looking to work with storyline and narrative rather than simple keywords. This is where the real benefit lies. Do you want to try it out?”
“I’d separate AI-generated video from AI-assisted editing. Fully synthetic app promos with fake users or stocky avatar stuff usually feel cheap fast. But recording your real app, a quick voiceover, then using something like Vizard to cut it into short clips is a different thing. CapCut, Descript, or VEED can also help with captions and cleanup. Runway or Pika are fine for small visual inserts, but I wouldn’t build the whole launch content around generated footage. For an app, real screen recordin”
“I've been trying to keep as much of my AI workflow local as possible. One thing I couldn't find was a good way to work with videos without repeatedly sending them through a multimodal model. My use case is mostly screen recordings, bug reports, product demos, and Loom videos. The approach I ended up taking was pretty simple: - Analyze the video once. - Extract transcript, OCR, scene boundaries and representative frames. - Build a local searchable index. - Let the LLM retrieve evidence in”