modl.ai vs nunu.ai
Facts from each vendor's published pages, checked 2026-10-17. No scores and no winner: pick based on what you need.
| modl.ai |  nunu.ai | |
|---|---|---|
| Best for | Black-box automated testing of mobile/desktop builds | Agent playtesting on real devices |
| What it does | AI agents that test game builds without SDK integration: upload a build, describe tests in plain language, and get bug reports with video, logs and severity scores. Supports Android and desktop today; iOS is listed as in development. | AI agents that play and test games on real PC and mobile devices from plain-English instructions, with session recordings, reports and an optional lightweight SDK. Console support is listed as coming soon. |
| Verdict | For QA teams that want black-box automated testing of mobile or desktop builds; the site says very fast-paced gameplay isn't fully supported yet. | For automated playtesting on real iOS/Android/PC devices; the free Starter credits are one-time, and API/MCP access needs the $200/month plan. |
| Tasks | QA & playtesting | QA & playtesting |
| Engines | Any (standard file export / engine-agnostic) | Any (standard file export / engine-agnostic) |
| Free plan | Unverified: unverified | Free trial or credits only: 2,000 one-time credits |
| Pricing | Not published; book a demo. source | Starter $0 (2,000 one-time credits). Self-serve from $200/month (20,000 credits, listed as up to ~40h of agent work), including SDK, MCP and API access. Enterprise: contact sales. source |
| Export formats | Bug reports (screenshots, video, logs) | Session recordings and reports |
| Commercial use | Not applicable Not applicable: the tool tests your game and doesn't generate assets you ship. source | Not applicable Not applicable: the tool tests your game and doesn't generate assets you ship. source |
| Revenue share / caps | unverified | unverified |
| API | Unverified. Site says runs can be triggered from CI; public API docs not found source | Available. API access on the self-serve plan source |
| MCP server | Unverified. Not checked | Official MCP server. MCP access on the self-serve plan source |
| Last checked | 2026-10-17 | 2026-10-17 |
"Unverified" means we couldn't confirm that detail on the vendor's own pages. Read the vendor's current terms before you ship.