Codowave vs Factory AI: Backlog Engineer vs Full-SDLC Droids
Factory AI is one of the most ambitious autonomous platforms of 2026 — its "Droids" work across terminal, IDE, and a web dashboard, handling code, tests, review, docs, deploys, and multi-day "Missions." Backed by a $150M Series C, it's built for enterprises that want agent-native development across the whole lifecycle. Codowave is narrower on purpose: a GitHub-native engineer that reads your backlog and ships PRs, with hard cost and safety controls. This page is an honest read on which fit you're choosing.
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Factory is a broad, enterprise-tier platform: Droids span the full software development lifecycle and can run sustained multi-day Missions across terminal, IDE, and web. Codowave is a focused backlog engine: it reads GitHub issues, selects work, runs your tests, and opens PRs with a hard per-run cost ceiling and watch-only rollout. If you want a wide, enterprise platform that does code-through-deploy and you're ready for contract pricing, Factory is compelling. If you want a fast-to-adopt tool that drains a GitHub backlog with predictable cost, Codowave is the tighter fit.
At-a-Glance Comparison
| Feature | Codowave | Factory AI (Droid) |
|---|---|---|
| Scope | Backlog issues → PRs | Full SDLC: code, test, review, docs, deploy |
| Trigger model | Backlog-first (auto-selects issues) | Delegate Droids per task / Mission |
| Surfaces | GitHub-native (cloud) | Terminal, IDE, web dashboard, mobile |
| Cost ceiling per run | Yes | Usage credits + contract pricing |
| Watch-only mode | Yes — default week one | Enterprise controls |
| Multi-agent loop | Planner → Coder → Reviewer → Tester | Parallel self-directed Droids |
| Pattern memory | Persistent per repo | Org/context-aware |
| Adoption | GitHub App, minutes | Platform onboarding |
| Pricing | Free / $20 / $99 | From $20/mo; Teams/Enterprise contact sales |
Detailed Comparison
Breadth vs Focus
Factory is broad by design. Droids don't just write code — they resolve production incidents, update docs, and pursue Missions that span multiple days of sustained reasoning, across the terminal, IDE, and a web dashboard. It's an end-to-end platform for teams that want to delegate large slices of the lifecycle.
Codowave does one thing: it turns your GitHub backlog into reviewed PRs. It reads issues, selects work, runs your tests in an isolated container, and opens a PR. The narrowness is the point — less surface to adopt, a clear unit of work, and safety controls tuned for exactly that loop.
Cost and Adoption
Factory is enterprise-tier. Paid plans start at $20/month with usage credits on top, but Teams and Enterprise are contract pricing through sales, and adopting an end-to-end platform is a larger commitment than installing an app.
Codowave installs via the GitHub App in a few minutes, prices transparently (Free / $20 / $99), and caps each run with a hard dollar ceiling. For a team that wants to start clearing a backlog this week without a procurement cycle, that's a different on-ramp.
Safety and Predictability
Codowave ships watch-only mode by default for week one and a replayable, staged audit trail, with a hard per-run cost ceiling. The defaults exist because the first questions teams ask about autonomous code are "what if it breaks something" and "what if it runs up a bill."
Factory brings enterprise controls and governance suited to its scope, but the predictability model is usage-credits-plus-contract rather than a fixed per-run dollar cap.
Where Factory Wins
- You want an end-to-end platform spanning code, review, docs, and deploy.
- You need multi-day Missions with sustained reasoning, not just issue-sized work.
- You want agents across terminal, IDE, web, and mobile, not just GitHub.
- You're an enterprise ready for a platform commitment and contract pricing.
Pricing
| Plan | Codowave | Factory AI |
|---|---|---|
| Free | 3 issues, no card | Trial / limited |
| Entry | $20/mo (unlimited issues) | From $20/mo + usage credits |
| Team/Enterprise | $99/mo per 5 devs; custom | Contact sales |
| Cost ceiling per run | Yes | Usage credits |
Who Codowave Is Best For
- Teams that want to clear a GitHub backlog fast, with a predictable cap
- Engineering leads who want watch-only safety and a per-run ceiling
- Repos where pattern memory compounds across many issue-sized PRs
- Teams that prefer a focused tool over an end-to-end platform
Who Factory AI Is Best For
- Enterprises wanting agent-native development across the full SDLC
- Teams delegating multi-day Missions, not just issue-sized tasks
- Organizations that want agents across terminal, IDE, web, and mobile
- Buyers ready for platform onboarding and contract pricing