Toqan vs Mlola
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Toqan compared with Mlola
| Detail | 
Toqan | 
Mlola |
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| What it does | Your AI workspace
| Reliable browser use with a fast path: deterministic mechanics, safety and verification, and a model asked only for judgement.
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| Stage | Not given
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| Founded | Not given
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| Based in | NL
| ID
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| Pricing model | Not given
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| Pricing | Not given
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| Key features | - Build apps and dashboards from prompts without coding
- Integrates with Slack, Google Drive, Gmail, Notion, and custom data via MCP and OAuth
- Maintains context and picks up where you left off
- Runs tasks on a schedule automatically
- Search and analyze data from PDFs, Google Drive, and Sheets in plain language
- Built on enterprise-grade infrastructure with GDPR compliance
- No onboarding or configuration required
- Send scheduled Slack alerts and digests
| - Observe page state in atomic passes without screenshots
- Model picks operations only from compatible targets
- Risk classification for payments, deletions, sends and secrets
- Typed actions with freshness, visibility and occlusion checks
- Append-only event log for replay and audit
- Chrome automation through Playwright
- Browser extension for agent isolation
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| What makes it different | - No setup or configuration needed to start using
- Remembers context and continues work without recaps
- Learns tasks and runs them automatically on a schedule
- Built by Prosus, one of the world's largest technology groups
| - Deterministic browser mechanics as default, models only for judgement and writing
- Safety enforced through code boundaries, not prompt requests
- Every step verified independently before proceeding
- Cost measured by fast-path share on every run
- Capabilities advertised honestly, imitation refused
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 32 ▼ −1 (down) since last check | 10 ● no change since last check |
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| Trust Flow (Majestic) | 24 | 0 |
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| Citation Flow (Majestic) | 32 | 27 |
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| Referring domains (Majestic) | 145 | 28 |
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4 details filled in for both companies.
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