Udio
Generate songs with vocals from text prompts and lyrics, with in-browser editing
Features, pricing, ratings, and pros and cons, side by side.
Generate songs with vocals from text prompts and lyrics, with in-browser editing
Agent-first IDE for running local and cloud coding agents in one place
Udio is listed under Audio & Speech AI and Devin Desktop (formerly Windsurf) under Coding AI. Devin Desktop (formerly Windsurf) scores higher in FinderAtlas's editorial review (8.4 vs 6.9 out of 10), led by value for money. Both have a free plan or trial. Only Udio is available on Web and iOS. Only Devin Desktop (formerly Windsurf) is available on Windows, macOS and Linux.
Devin Desktop (formerly Windsurf)
18 features compared.
Plans as listed by each vendor. Check their sites for current prices.
$0
10 daily credits plus a 100-credit monthly limit
$10/month
Up to 2,400 credits per month
$30/month
Up to 6,000 credits per month
$0
Light quota to code with agents
$20/month
Increased quotas and full model availability
$200/month
Significantly higher quotas for power users
$80/month
$80 per month for the team plan plus $40 per month per full dev seat
Custom/custom
Contact sales for organization-wide deployment
Scored out of 10 by the Finder Atlas editorial team. Last reviewed November 2026.
Udio leads in 0 categories and Devin Desktop (formerly Windsurf) in 1.
Scores weigh documented features, plan value, platform coverage, integrations and user feedback. A missing score means we have not rated that area yet.
No integrations listed.
Picked by our editors. Not paid placement.
It depends on your workflow. Udio is built for generating song drafts with vocals. Devin Desktop (formerly Windsurf) is built for managing multiple coding agents.
Udio: Generate songs with vocals from text prompts and lyrics, with in-browser editing. Devin Desktop (formerly Windsurf): Agent-first IDE for running local and cloud coding agents in one place.
Yes, both do. Udio is freemium and Devin Desktop (formerly Windsurf) is freemium, and each has a free plan or trial.
Both can be used for free. Paid plans differ in limits and features, so compare the tiers in the pricing table above.