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CardStream AI VS ClientForms.app

Compare CardStream AI VS ClientForms.app and see what are their differences

CardStream AI

Cardstream.ai is open-source software that identifies trading cards the moment they appear on a live stream: name, set, card number and confidence in about half a second. It runs on your CPU and calls the recognition API once per card, not per frame.

Rating
0 reviews
Pricing
Open source Freemium $11 / One-off (Smallest credit pack)
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Alternatives Is it good?
ClientForms.app

Clinical assessment tools for psychologists, therapists and occupational therapists. Send measures by secure link and review scored results, severity bands and reports.

Rating
0 reviews
Pricing
Freemium Free trial AU$9 / Monthly (Starter + GST. Unlimited responses on 3 assessments.)
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Alternatives Is it good?
CloudGPU.app
GPU rental by the minute plus an OpenAI-compatible AI API, on one prepaid balance. Independent service. sponsored
Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

Self-hosted popularity
100% vs 0%
alternatives listed
4 vs 1

Base details

Website, pricing, platforms and company facts side by side.

CardStream AI
ClientForms.app
Website cardstream.ai clientforms.app
Pricing
Open source Freemium $11 / One-off (Smallest credit pack) Official pricing
Freemium Free trial AU$9 / Monthly (Starter + GST. Unlimited responses on 3 assessments.) Official pricing
Company Startup from the Czech Republic · 2026 —
Listed in
Self-hosted REST API Live Streaming Trading Cards Collectibles TCGs Sports Cards Whatnot YouTube AI +7
Health And Medical Mental Health Psychology Assessments Forms And Surveys Web Forms +3

About CardStream AI and ClientForms.app

In their own words, as submitted to SaaSHub.

CardStream AI
ClientForms.app

Cardstream.ai is open-source software that identifies trading cards on live streams. Point a camera at a card and it returns the name, set, set code, card number, series and year in about half a second, with a confidence level and up to four alternative matches. It supports 25+ trading card...

Read more about CardStream AI

Clinical assessment tools for psychologists, therapists and occupational therapists. Send measures such as the PHQ-9, GAD-7 and DASS-21 by secure link and get scored results, severity bands and reports ready to review. The catalogue also includes DSM-5 ADHD assessments and autism screening tools....

Read more about ClientForms.app

Features and specs

What each product offers, as listed by its team.

CardStream AI 12 features
ClientForms.app 5 features
  • Real-time card identification
    Names each trading card on stream in about half a second: name, set, number, series and year
  • Supported games
    25+ trading card games, including Pokémon, MTG, Yu-Gi-Oh!, One Piece and Lorcana
  • Confidence tiers
    Every match is rated High, Medium or Low; set a threshold to keep weak matches off the overlay
  • Alternative matches
    Up to four other cards it could have been, shown with every result
  • One API call per card
    A local motion gate and same-card check mean only a new card triggers an identification call
  • Runs on CPU
    Detection and gating run on your own computer, no GPU needed
  • Video sources
    Webcam, video file, OBS push over RTMP or SRT, RTSP/RTMP/SRT pull, WebSocket JPEG feeds
  • Stream overlay
    Browser UI with the match, a bounding box and a history of every card shown
  • Live settings
    Thresholds, game and set code can be changed from the browser mid-stream
  • Price statistics
    Optional USD median, range and latest sale for each match
  • Private by design
    Only one image crop per new card leaves your machine; the stream stays local
  • Open source
    Code and model weights under Apache-2.0; connect Ximilar’s API or your own recogniser
  • Simplified Client Onboarding
    ClientForms.app is designed to streamline the process of collecting client information, making it easier for businesses to onboard new clients with structured, professional-looking forms.
  • User-Friendly Interface
    The platform likely offers an intuitive, no-code form builder that allows users without technical expertise to create and customize forms quickly.
  • Time-Saving Automation
    By automating data collection and organization, the tool can reduce manual administrative work, freeing up time for business owners and freelancers to focus on core tasks.
  • Professional Branding
    Users can likely customize forms with their own branding elements, helping maintain a consistent and professional image when interacting with clients.
  • Centralized Data Management
    Responses from forms are probably stored in a centralized dashboard, making it easier to track, manage, and follow up on client submissions.

Analysis

An editorial look at what each product does well and who it suits.

CardStream AI
ClientForms.app

No analysis of CardStream AI yet.

Overall verdict

  • ClientForms.app appears to be a niche tool designed for creating client intake forms and gathering client information, likely aimed at freelancers, agencies, and small businesses. Without extensive independent reviews or usage data available, its value depends on how well it fits your specific workflow needs compared to more established form-building alternatives.

Why this product is good

  • Focuses specifically on client-facing forms, which may offer more tailored features than generic form builders
  • Likely simpler and more streamlined for onboarding clients compared to complex all-purpose tools
  • May integrate well with small business or freelance workflows
  • Potentially more affordable than enterprise-level form or CRM solutions

Recommended for

  • Freelancers who need to collect client information efficiently
  • Small agencies looking for a simple client onboarding solution
  • Solo entrepreneurs wanting a lightweight alternative to complex CRM systems
  • Users who prioritize simplicity over extensive customization features

Videos

Walkthroughs and reviews on video.

CardStream AI 1 video + Add
ClientForms.app 0 videos + Add

Cardstream Identifying a Card in Real Time

No ClientForms.app videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
CardStream AI
ClientForms.app
100% 100%
Self-hosted
0% 0%
0% 0%
Forms And Surveys
100% 100%
100% 100%
Collectibles
0% 0%
0% 0%
Web Forms
100% 100%

Questions & Answers

As answered by people managing CardStream AI and ClientForms.app.

Which are the primary technologies used for building your product?

CardStream AI's answer

Python, ONNX Runtime, an RF-DETR segmentation model trained by Ximilar for finding the card, and an embedding model for the same-card check (Torch, ONNX or LiteRT backends). It also uses ffmpeg for RTSP, RTMP and SRT streams, a local browser interface, Docker, and Ximilar’s Collectibles Recognition API for identification.

ClientForms.app's answer:

Frontend: Next.js 15 (React 19), Tailwind CSS Backend: Supabase (PostgreSQL, Row-Level Security) Authentication: Clerk Payments: Stripe Hosting: Vercel (Sydney region) Database hosting: Supabase (Australian data residency)

How would you describe the primary audience of your product?

CardStream AI's answer

Card breakers and live sellers on Whatnot, Fanatics Live, eBay Live and TikTok Shop, and card shops streaming on Twitch or YouTube. It’s also for developers who want to add card recognition to their own streaming or scanning setup.

ClientForms.app's answer:

Psychologists who assess ADHD and autism. Typically private practice, solo or small group (1-5 clinicians), currently using paper forms and spending hours on admin per assessment. They want something that works and is secure.

What makes your product unique?

CardStream AI's answer

Cardstream.ai is open source and runs on your own computer. It watches the video you already stream and identifies each trading card in about half a second, with no button to press. A local engine checks whether the card has stopped moving and whether it’s a new card. Only a new card triggers a paid identification call: about 100 calls an hour instead of 54,000.

ClientForms.app's answer:

Neurodivergent-first design. Most digital forms just replicate paper online. ClientForms is built specifically for ADHD and autism patients - progress bars with time remaining (helps with time blindness), softer colours instead of harsh white, sticky headers so you always know where you are. The forms are designed to reduce anxiety and improve completion rates.

Why should a person choose your product over its competitors?

CardStream AI's answer

Most card recognition tools for live streams are either closed paid services or browser extensions that identify one card per click. Cardstream.ai is free and open source (Apache-2.0), works automatically on the live video, and needs no GPU. It never logs in to your marketplace accounts. Only one image crop per new card leaves your machine, and you can connect your own recogniser instead of Ximilar’s API.

ClientForms.app's answer:

Most clinical software treats patients as an afterthought. ClientForms is designed specifically for neurodivergent users who are filling out the forms, progress indicators, time estimates, calmer colours, predictable layouts. One link, no signup required, works on any device. Patients just open and complete.

What's the story behind your product?

CardStream AI's answer

Cardstream.ai is built by Ximilar, a computer vision company in Brno, Czech Republic, and the maker of the Collectibles Recognition API. In live card breaks the seller opens packs on camera and names every card by hand. Cardstream.ai identifies those cards from the stream automatically. Most of the engineering went into keeping it cheap to run, so that the paid API is called only when a new card appears. It was first released as open source in September 2026.

Who are some of the biggest customers of your product?

CardStream AI's answer

Leave this empty. There are no named public users yet, and a made-up list would be easy to disprove.

User comments

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Alternatives to CardStream AI and ClientForms.app

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