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A side-by-side look at Scalogy, OpenClaw, Claude Computer Use, the Claude Chrome extension, and ChatGPT — across workflows, primitives, security, and shipping surface area.
▶ Scalogy
Managed AI ops platform — we host, patch, and scale
OpenClaw
Self-hosted agent lab — you install, run, and maintain it
Claude Computer Use
Desktop control via Claude
Claude Chrome Ext.
Browser-only context window
ChatGPT
Chat UI + GPTs + code interp.
| FEATURE | Scalogy | OpenClaw | Claude Computer Use | Claude Chrome Ext. | ChatGPT |
|---|---|---|---|---|---|
Uses best-in-class model (Opus) Top-tier reasoning powered by Anthropic’s Claude Opus — the model behind the work, not just a wrapper. | ✓ Opus for orchestration + planning | ✓ Opus runtime; you bring the key + install | ✓ Claude (Sonnet / Opus) | ✓ Claude (Sonnet) | ✗ OpenAI GPT family only |
Multi-model workflows Run a workflow that calls Claude, GPT, Gemini, and DeepSeek in the same job — pick the right model per step. | ✓ Routed per-step (Opus, V4 Pro, Gemini, GPT) | ◐ Single model per run; wire each integration yourself | ✗ Claude only | ✗ Claude only | ◐ OpenAI models only (Assistants API) |
Primitives: database A real Postgres-backed tenant DB you can read/write from any workflow, page, or webhook. | ✓ Per-tenant Postgres + db_query/db_select | ✗ Not bundled — install + run Postgres yourself | ✗ | ✗ | ◐ Ephemeral code interpreter sandbox |
Primitives: pages Publish full HTML pages (forms, dashboards, portals) on your tenant subdomain or a custom domain. | ✓ pages_create + Caddy-served | ✗ Not bundled — host your own web server | ✗ | ✗ | ✗ |
Primitives: workflows Schedule cron jobs that run shell/Python/Node and call any LLM, with logs, retries, and history. | ✓ workflows_create + cron + run history | ◐ Self-hosted cron + container; you operate it | ✗ | ✗ | ✗ No scheduler |
Primitives: webhooks Inbound HTTP triggers signed with a per-tenant secret, route to any workflow or page. | ✓ webhooks_create + HMAC + dispatch | ◐ Stand up your own HTTP server + signing | ✗ | ✗ | ◐ Action calls only (egress, not ingress) |
Secret management Encrypted at-rest vault with per-tenant isolation and proxied egress so secrets never touch the model context. | ✓ tenant_secrets + credential proxy | ◐ .env files; you store, rotate, and audit | ✗ Secrets live on your desktop | ✗ | ✗ Custom GPT keys visible to GPT authors |
Client portals Multi-user portals where customers log in, see their data, and trigger workflows you built. | ✓ Tenant apps + per-user grants | ✗ Build auth + UI yourself | ✗ | ✗ | ✗ |
White-label (custom domain) Point your own domain or subdomain at Scalogy — TLS provisioned automatically. | ✓ CNAME → auto Caddy + Let’s Encrypt | ✗ Configure DNS + TLS yourself | ✗ | ✗ | ✗ |
Private pages (password protected) Gate any page behind a magic-link login, password, or per-user grant — no auth code to write. | ✓ Magic-link + capability tokens | ✗ Implement auth + session yourself | ✗ | ✗ | ✗ |
Live data pages Pages that read fresh DB rows on every load (or via _api fetches) — not a frozen snapshot. | ✓ Jinja shell + _api/<table> | ✗ Wire your own API + templating | ✗ | ✗ | ✗ |
Persistent memory app A standard memory app ships with every tenant — durable notes, facts, and preferences the agent can read and write across sessions. | ✓ Memory app standard with every server | ◐ Local memory dir; you wire + back up persistence | ✗ Session-scoped, no cross-machine memory | ✗ Browser-tab context only | ◐ Built-in Memory feature, user-toggleable |
SEO analyzer An SEO + site-audit app ships with every tenant — crawl, on-page checks, Lighthouse, and ongoing reports out of the box. | ✓ site_audit app standard with every server | ✗ Not bundled — build or install separately | ◐ Can drive a browser if you set it up | ✗ | ✗ No native crawler |
Uses best-in-class model (Opus)
Top-tier reasoning powered by Anthropic’s Claude Opus — the model behind the work, not just a wrapper.
Scalogy
✓ YES
Opus for orchestration + planning
OpenClaw
✓ YES
Opus runtime; you bring the key + install
Claude Computer Use
✓ YES
Claude (Sonnet / Opus)
Claude Chrome Ext.
✓ YES
Claude (Sonnet)
ChatGPT
✗ NO
OpenAI GPT family only
Multi-model workflows
Run a workflow that calls Claude, GPT, Gemini, and DeepSeek in the same job — pick the right model per step.
Scalogy
✓ YES
Routed per-step (Opus, V4 Pro, Gemini, GPT)
OpenClaw
◐ PARTIAL
Single model per run; wire each integration yourself
Claude Computer Use
✗ NO
Claude only
Claude Chrome Ext.
✗ NO
Claude only
ChatGPT
◐ PARTIAL
OpenAI models only (Assistants API)
Primitives: database
A real Postgres-backed tenant DB you can read/write from any workflow, page, or webhook.
Scalogy
✓ YES
Per-tenant Postgres + db_query/db_select
OpenClaw
✗ NO
Not bundled — install + run Postgres yourself
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
◐ PARTIAL
Ephemeral code interpreter sandbox
Primitives: pages
Publish full HTML pages (forms, dashboards, portals) on your tenant subdomain or a custom domain.
Scalogy
✓ YES
pages_create + Caddy-served
OpenClaw
✗ NO
Not bundled — host your own web server
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
Primitives: workflows
Schedule cron jobs that run shell/Python/Node and call any LLM, with logs, retries, and history.
Scalogy
✓ YES
workflows_create + cron + run history
OpenClaw
◐ PARTIAL
Self-hosted cron + container; you operate it
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
No scheduler
Primitives: webhooks
Inbound HTTP triggers signed with a per-tenant secret, route to any workflow or page.
Scalogy
✓ YES
webhooks_create + HMAC + dispatch
OpenClaw
◐ PARTIAL
Stand up your own HTTP server + signing
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
◐ PARTIAL
Action calls only (egress, not ingress)
Secret management
Encrypted at-rest vault with per-tenant isolation and proxied egress so secrets never touch the model context.
Scalogy
✓ YES
tenant_secrets + credential proxy
OpenClaw
◐ PARTIAL
.env files; you store, rotate, and audit
Claude Computer Use
✗ NO
Secrets live on your desktop
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
Custom GPT keys visible to GPT authors
Client portals
Multi-user portals where customers log in, see their data, and trigger workflows you built.
Scalogy
✓ YES
Tenant apps + per-user grants
OpenClaw
✗ NO
Build auth + UI yourself
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
White-label (custom domain)
Point your own domain or subdomain at Scalogy — TLS provisioned automatically.
Scalogy
✓ YES
CNAME → auto Caddy + Let’s Encrypt
OpenClaw
✗ NO
Configure DNS + TLS yourself
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
Private pages (password protected)
Gate any page behind a magic-link login, password, or per-user grant — no auth code to write.
Scalogy
✓ YES
Magic-link + capability tokens
OpenClaw
✗ NO
Implement auth + session yourself
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
Live data pages
Pages that read fresh DB rows on every load (or via _api fetches) — not a frozen snapshot.
Scalogy
✓ YES
Jinja shell + _api/<table>
OpenClaw
✗ NO
Wire your own API + templating
Claude Computer Use
✗ NO
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
Persistent memory app
A standard memory app ships with every tenant — durable notes, facts, and preferences the agent can read and write across sessions.
Scalogy
✓ YES
Memory app standard with every server
OpenClaw
◐ PARTIAL
Local memory dir; you wire + back up persistence
Claude Computer Use
✗ NO
Session-scoped, no cross-machine memory
Claude Chrome Ext.
✗ NO
Browser-tab context only
ChatGPT
◐ PARTIAL
Built-in Memory feature, user-toggleable
SEO analyzer
An SEO + site-audit app ships with every tenant — crawl, on-page checks, Lighthouse, and ongoing reports out of the box.
Scalogy
✓ YES
site_audit app standard with every server
OpenClaw
✗ NO
Not bundled — build or install separately
Claude Computer Use
◐ PARTIAL
Can drive a browser if you set it up
Claude Chrome Ext.
✗ NO
ChatGPT
✗ NO
No native crawler
SEE IT IN ACTION
Scalogy bundles the database, pages, workflows, webhooks, secrets, and white-label custom domains in one place — so whatever you build has a home to run from.