Cognition's autonomous software engineer (ACU-based async agent)

Moonshift vs. Devin

Devin is an autonomous SWE agent that runs in its own VM and takes tasks like a junior engineer. Moonshift turns one prompt into a deployed Next.js app, repo, database, and launch kit.

Feature-by-feature

What you actually get from each

Each row names a real thing operators ask about. No category-coded badges, no `we win everything` rows. If Devin is better at something we say so.

Capability
Devin
Moonshift
Generates full app from one prompt
If you want a product not a ticket workflow.
Can scaffold over multiple ACUs
Deploys the app
Code without a live URL is not a launched product.
Can configure deploy if asked
Your Vercel
Pushes to your GitHub
Long-term home should be your account.
Provisions database
Real apps persist data.
Requires explicit instruction
Turso
Auth scaffold wired in
Sign in, sessions, password reset.
Per-task
Better Auth
Launch kit drafted
Posts, images, hero copy.
Runs in its own VM
Isolated sandbox for long-running tasks.
Per-run isolation
Concurrent task limit
Parallel tickets matter for teams.
Up to 10 on Core, unlimited on Team
Concurrent runs allowed
Predictable monthly cost
ACU consumption is variable per task.
$2.25/ACU on Core, $2/ACU on Team
Per-run moon cap
Side-by-side

Where the two diverge

01

Autonomous SWE vs deployed pipeline

Devin is an autonomous engineer that takes a ticket (bug fix, feature request, refactor) and works inside its own VM until it is done. You review the PR. Moonshift is a deterministic 14-stage pipeline that ships a deployed product end-to-end from one prompt. Devin stops at a PR you review; Moonshift stops at a live URL with a drafted launch post.

Moonshift: Moonshift ships further from prompt to launched product
02

Devin 2.0 and the $20 price drop

Cognition launched Devin 2.0 in May 2026 and dropped the Core tier from $500/month to $20/month + $2.25 per ACU. One ACU is roughly 15 minutes of active Devin work. This made Devin accessible to indie operators for the first time; before that the $500 floor restricted Devin to funded teams. Moonshift Hobby starts at $19/month for 5,000 moons (~7 launches); Pro is $99 for 35,000 moons (~50 launches). The two start at similar entry prices for very different jobs.

Tie: Devin 2.0 closed the price gap; pick by job
03

ACU pricing in practice

An ACU is Cognition's normalized billing unit (~15 minutes of work). Real tasks run 1-4 ACUs typically; complex refactors can run 8+. At $2.25/ACU on Core, a single substantial task is $9-20 on top of the $20 base. The Team plan ($500/mo) includes 250 ACUs at a lower $2.00/ACU rate. Moonshift's per-run moon ceiling is a hard cap enforced between pipeline phases; if an agent overshoots, the orchestrator aborts.

Moonshift: Per-run cap eliminates ACU surprise bills
04

Cognition's ecosystem

Cognition now owns both Devin and Windsurf (acquired Dec 2025 for $250M). The two products are converging: Devin's cloud orchestration tightens into Windsurf's editor experience over time, and Cascade gains Devin-style async runs. For Moonshift users this is largely orthogonal; Moonshift is a zero-to-deployed pipeline, not an editor or async agent.

Tie: Different category; Cognition consolidates editor + agent
05

Launch kit and distribution

Devin will not write your launch post, render your hero image, or stage your X thread. After Devin opens its PR, you still configure Vercel, point a domain, write the marketing copy, and ship. Moonshift's marketer agent writes a 5-tweet X thread and a long-form LinkedIn post in your voice during the build. The image-gen agent renders three card sizes. The publisher agent stages everything behind a HITL approval gate.

Moonshift: Distribution is a build artifact, not a TODO
What lands in your hands

After the build finishes

Devin output
  • Async autonomous agent runs in its own VM
  • GitHub PR opened against your repo
  • Devin can run shell commands and browse during a task
  • Managed Devins (Enterprise) for orchestrating parallel agents
Moonshift output
  • Deployed app on your Vercel account at your domain
  • GitHub repo pushed to your account, not ours
  • Turso database with schema, seeded, migrated
  • Auth, sessions, password reset wired in
  • Landing page copy and hero image, on-brand
  • X thread (5 tweets) and LinkedIn post drafted
  • Three image prompts rendered for social cards
Pricing, honestly

What you pay, and what it actually gets you

Public pricing as of 2026-05. Updated when either side changes.

Devin pricing
Core$20

Base subscription + $2.25 per ACU. Up to 10 concurrent sessions. Devin 2.0 entry tier; was $500 before May 2026.

Team$500

Includes 250 ACUs at $2.00/ACU (slight discount). Unlimited concurrent sessions. Early access to research previews.

EnterpriseCustom

VPC deployment, SAML/OIDC SSO, advanced admin, teamspace isolation, dedicated account team.

Moonshift pricing
Welcome trial$0

5,000 welcome moons on sign-up (~7 full launches). No card. One-time grant.

Hobby$19

5,000 moons/month (~7 launches). Every launch feature unlocked. Custom domains. Your Vercel + GitHub + Turso.

Starter$49

15,000 moons/month (~21 launches). Adds iterate-tab (chat-turn editing) + run scrub & replay.

Pro$99

35,000 moons/month (~50 launches). Adds full-mode (deeper reasoning) + cinematic landing agent included. Priority support.

Frequently asked

Devin vs Moonshift, common questions

Did Devin really drop from $500 to $20?
Yes. Devin 2.0 launched in May 2026 and Cognition cut the Core tier from $500/month flat to $20/month + $2.25 per ACU. Cognition publicly framed this as opening Devin to indie operators and individual engineers who could not justify the previous $500 floor.
What is an ACU?
An Agent Compute Unit. One ACU is roughly 15 minutes of active Devin work (VM time, model inference, network). Most tasks run 1-4 ACUs; complex refactors can run 8+. On Core ($20), ACUs are $2.25 each.
Should I use Devin if I already use Moonshift?
Possibly. Moonshift ships the product from zero. Devin is best as a junior engineer that takes ongoing tickets on the codebase you already have. Many builders ship with Moonshift on day one and route follow-on work through Devin or Codex.
Can Devin generate a launch kit?
Not natively. Devin is a code-focused agent; the marketing/copywriting workflow is outside its specialty. Moonshift's marketer agent drafts a 5-tweet X thread and long-form LinkedIn post during the build.
Is Devin Enterprise overkill for my team?
If you need VPC deployment, SAML SSO, advanced admin, and teamspace isolation, the Enterprise tier exists for a reason. For most teams under 20 engineers, Team ($500/mo with 250 ACUs) is the right entry. For solo operators, Core ($20) is the new default since Devin 2.0.
The verdict
Pick Moonshift when

Pick Moonshift when you are starting from a prompt and want a launched product on your Vercel + GitHub + Turso plus a drafted launch kit in roughly six minutes. The pipeline is tuned for zero-to-deployed.

Pick Devin when

Pick Devin when you have an existing engineering workflow and want to hand off tickets (bug fixes, refactors, small features) to an autonomous agent that runs in its own VM. Devin 2.0 (May 2026) dropped the entry price from $500 to $20/month + $2.25 per ACU, which made it accessible to indie operators for the first time.

Bottom line

Devin is a junior engineer on demand for an existing codebase. Moonshift is a one-shot pipeline from idea to launched product. Different categories; many teams use both.

Stop at the deploy, or keep going until launch.

Moonshift builds the app and drafts the launch in one run. You approve. The first user sees a post you would actually publish.

We do not pretend to win every comparison. Cursor is better for IDE work, v0 for components, Base44 for Play Store. Moonshift is the only one that ships your launch posts with the build.