Mlola vs Aident Loadout
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Mlola compared with Aident Loadout
| Detail | 
Mlola | 
Aident Loadout |
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| What it does | Reliable browser use with a fast path: deterministic mechanics, safety and verification, and a model asked only for judgement.
| Give any AI agent real capabilities in seconds
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| Stage | Not given
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| Founded | Not given
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| Based in | ID
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
| Pay-as-you-go: $0/month with top-up USD balance. Pro: $9.90/month with $5.00 monthly balance addition. Team: $59/month with $29.00 monthly shared credits, up to 4 people, additional seats $10.00 each.
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| Key features | - 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
| - Connect 400+ apps and services in one dashboard
- 27,000+ actions available across apps
- 400+ expert-built skills for common workflows
- Reuse authenticated apps across multiple AI agents
- Complete audit trail of all agent actions
- Secure credential storage in Vault
- Support for multiple AI agents and MCP-compatible clients
- One unified balance instead of multiple subscriptions
- Custom app connections via API
- Private skills upload for Pro and Team plans
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| What makes it different | - 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
| - One reusable setup across all supported AI agents and platforms
- Single balance for multiple premium services instead of separate subscriptions
- Complete visibility into all agent actions with full audit trail
- Secure credential management with OAuth and Vault integration
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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) | 10 ● no change since last check | 31 ● no change since last check |
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| Trust Flow (Majestic) | 0 | 7 |
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| Citation Flow (Majestic) | 27 | 32 |
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| Referring domains (Majestic) | 28 | 464 |
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3 details filled in for both companies.
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