Riff vs Image to Image AI

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Riff compared with Image to Image AI
Detail	Riff	Image to Image AI
What it does	Make any song you can imagine	Upload an image, describe what should change and stay recognizable, and generate a reviewable AI variation
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Freemium	Paid
Pricing	Free account with credits on a paid plan basis. Web plans bill through Stripe and iPhone plans bill through the App Store.	Edit Pack $5.52 (240 credits), Studio Pack $28.00 (1,200 credits), Team Pack $96.00 (4,800 credits). One-time payments, credits valid for 90 days.
Key features	Generate complete songs from text descriptions Multiple music genres including hip-hop, pop, R&B, indie, electronic, country, rock, lo-fi, afrobeats, jazz, K-pop, folk, house, soul, punk, and latin Build custom voice from short recording on iPhone app Creative controls for style, vocals, and influence Generated lyrics and artwork for every song Music library synced across web and iPhone app Credit-based system for song generation Creator program for monetization on social media	AI image to image conversion Prompt-guided image editing Before-and-after result review Task-specific image workflows Automated content moderation Image comparison tool Local image selection before sign-in Support for JPG, PNG, WEBP up to 8 MB
What makes it different	No music experience required—works with plain language descriptions Sing songs in your own voice using voice cloning technology Two complete takes of every song generated Unused credits roll over between billing periods Songs optimized for TikTok, Instagram, and YouTube sharing	Generates new AI drafts rather than pixel-level edits for visual exploration Review source and result side-by-side before committing One-time credit purchases without subscriptions Clear three-step workflow: upload, prompt, review Automated safety screening on prompts and images
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	1 no change since last check	6 no change since last check
Trust Flow (Majestic)	0	19
Citation Flow (Majestic)	12	28
Referring domains (Majestic)	13	142

5 details filled in for both companies.

More alternatives to Riff More alternatives to Image to Image AI