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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
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Desktop and cloud AI software for upscaling, sharpening, denoising, and restoring photos and video at professional quality.
All-in-one AI video toolkit (image-to-video, face/head swap, lip-sync, avatars, voice clone) with a free tier and API for creators.
Cloud relay adding disconnect failover, multistreaming, and vertical reframing between a creator's encoder and platforms like Twitch.
Cloud review tool letting VFX, animation and game teams annotate and give timestamped feedback on video and media frames.
Fast AI video and image generator known for consistent multi-reference characters, anime motion, and free off-peak generation.
Free trial available
No public pricing
No public pricing
- ✦AI image and video upscaling up to 4K/32MP
- ✦Denoising and sharpening models
- ✦Photo restoration and dust/scratch removal
- ✦Face enhancement and recovery
- ✦Background removal and colorization
- ✦Cloud rendering with concurrency limits
- ✦Bundled multi-app Studio subscription
- ✦Image-to-video generation
- ✦Face swap and head swap
- ✦Talking-photo lip-sync
- ✦AI avatars
- ✦Voice cloning
- ✦Access to many models (Kling, Wan, Veo, Seedance)
- ✦Developer API
- ✦Auto-reconnect failover to keep a stream live through disconnects
- ✦Simultaneous multistreaming to several platforms from one source
- ✦Automatic dual-format output (horizontal plus vertical)
- ✦AI-based background noise cancellation
- ✦Visual workflow editor and REST API access (Pro)
- ✦Mid-stream device switching without interrupting the broadcast
- ✦Frame-accurate video and media annotation
- ✦Real-time collaborative review sessions
- ✦Free sign-up option
- ✦Enterprise support options
- ✦Text-to-video, image-to-video, and reference-to-video generation
- ✦Multi-reference consistency using up to 7 images
- ✦First and last frame transition control
- ✦Anime art-to-video animation
- ✦Unlimited free generation in off-peak mode
- ✦AI sound effect and AI image generation tools
- →Photographers restoring or upscaling old photos
- →Video editors upscaling footage to 4K
- →Studios batch-enhancing large image libraries
- →Creators removing backgrounds or colorizing images
- →Turn a photo into a talking video
- →Create AI avatar videos
- →Clone a voice for narration
- →IRL streamers needing stable connections while mobile
- →Creators simultaneously broadcasting to Twitch, YouTube, TikTok, and Kick
- →Productions building custom routing/overlay workflows via API
- →Streamers wanting a mobile-optimized vertical feed without a second encoder
- →VFX studios reviewing shots remotely with clients
- →Game studios collecting feedback on in-progress assets
- →Animation teams running distributed review sessions
- →Marketers producing branded video ads with consistent characters
- →Anime creators animating static art
- →Creators reusing saved characters/props across multiple videos
- →Users wanting fast, low-cost video generation via off-peak mode