chromie.dev vs Onpilot

chromie.dev and Onpilot are both workflow automation tracked by AIDiveForge. Below is a side-by-side comparison of pricing, capabilities, platforms, and ownership — sourced from each tool's live website and verified before publishing.

chromie.dev

Chromie layers deterministic tool calls on top of an AI agent so the agent reasons about what to do, but structured tools handle the execution — every field fill, every form submission, every DOM interaction. Each invocation is logged with inputs, outputs, latency, and task context, so your compliance team has a replay trail rather than an opaque model decision. Self-healing tools re-resolve broken selectors automatically using fallback chains, so a DOM drift on your payer portal doesn't require an emergency fix. The ceiling appears when you need custom tool logic outside what Chromie ships — teams extending into non-standard workflows have to build or integrate additional tooling themselves.

Onpilot

The platform connects agents to ERP, CRM, support tools, and custom APIs, then layers in approval steps, permission scopes, and audit logs so the agent cannot act unilaterally on sensitive operations. Agents can search, reason, take action, and hand off to a human — the approval step pauses execution and sends an interactive Slack message before anything ships. Multi-tenant architecture means a single deployment can serve isolated customer or plant workspaces with per-tenant access control. Where it breaks: Onpilot is a custom-built, consultative engagement, not a self-serve platform you configure over a weekend — teams without clear workflow documentation will stall during scoping.

Attribute	chromie.dev	Onpilot
Pricing	Paid	Paid
Free trial	No	No
Open source	No	No
Has API	No	Yes
Self-hosted option	No	Yes
Platforms	Web-based SaaS	—
Pros	Deterministic tool calls replace pure model guessing at execution time, so a prior auth form fills the same way on run 1 and run 1,000 — which means the receipt mismatch failures that plague baseline agents stop appearing in production logs. Full execution replay with inputs, outputs, latency, and task context logged per invocation, so compliance audits have a structured record instead of a reconstruction exercise after the fact. Self-healing selector recovery via fallback chains resolves DOM drift automatically, so a payer portal update doesn't cascade into a Monday morning incident for your automation team. Two-path integration model — build new workflows or layer deterministic tools onto existing automation — so teams don't have to discard working pipelines to get reliability guarantees. Runtime skill selection routes the right tool to the right step based on task context, which means the agent isn't applying a form-fill tool to a classification step and producing garbage output.	Approval gates pause agent execution and collect explicit sign-off via Slack before sensitive actions dispatch, so your operations team stays in control of decisions that cost money or trigger downtime — without building that logic themselves. Per-tenant workspace isolation with SSO and SCIM support means a single Onpilot deployment can serve multiple plants or customers with no data bleed between tenants, which removes the need to stand up separate infrastructure per client. Agents connect to custom APIs and OpenAPI-described tools alongside named integrations, so a workflow that spans SAP, a bespoke MES, and a third-party quality system does not require the vendor to have a pre-built connector for each one. White-label embedding lets SaaS or internal dashboard teams surface agents under their own product interface, so end users never interact with a third-party tool and the agent feels native to the existing workspace. Audit logs capture every agent action with run counts, error rates, token usage, and the user who triggered each workflow — which means compliance and incident review have a traceable record rather than a black box.
Cons	Custom tool requirements hit the platform ceiling fast: workflows needing logic or integrations outside Chromie's shipped skill set require building extensions, which means you're maintaining a custom layer before the automation is even fully deployed. Pricing is gated behind a demo call with no public tier structure, so teams evaluating cost at scale — comparing per-run or per-seat economics against open-source browser automation stacks — cannot do that analysis without entering a sales process. Teams with strict procurement timelines or open-source mandates move to alternatives like browser-use or Playwright-based agent frameworks at this point. Self-hosted deployment is not available, which means healthcare and pharma teams with data residency requirements or air-gapped infrastructure cannot run Chromie on their own stack — a hard stop for certain regulated environments regardless of how strong the audit trail is.	There is no self-serve trial or sandbox: getting an agent running requires joining a waitlist and going through a consultative scoping engagement. Teams that need to validate fit before committing engineering time to a vendor process cannot do that here — they go to a no-code builder like Zapier or a self-hosted framework like n8n instead. The on-premise option is documented as available but no self-service deployment path or container image is published. Infrastructure teams that require air-gapped installation on their own timeline will be dependent on Onpilot's delivery schedule, not their own. Because the agent configuration is built by Onpilot engineers rather than your team, iteration cycles — adding a new escalation rule, adjusting an approval chain — run through the vendor. Teams with fast-changing operational policies will accumulate a backlog of change requests they cannot resolve independently.

Bottom line

Only Onpilot exposes a public API. Choose based on which difference matters most for your workflow.

Frequently asked questions

What is the difference between chromie.dev and Onpilot?

chromie.dev is Paid, while Onpilot is Paid. Compare pricing, free trial, API, platforms, and pros/cons in the table above on AIDiveForge.

Is chromie.dev better than Onpilot?

It depends on your workflow. Use the side-by-side attributes (pricing, open source, API, self-hosted, platforms) to decide. AIDiveForge does not rank a universal winner — we publish verified facts so you can choose.