agent · personal assistant
Marb.ai vs Moclaw
55 fields both were evaluated on, 18 of them different — including where one discloses something the other does not. Every value links to the document it came from. 37 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Marb.ai | Moclaw |
|---|---|---|
| Audit trail· | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 | |
| Explainability· | “Každý verdikt je vysvětlitelný, auditovatelný a hotový pro váš model-risk tým.”www.marb.ai · checked Aug 1, 2026 | steps of action are visible in real time “You see every step in real time”moclaw.ai · checked Aug 1, 2026 |
| Runtime governance· | “Enterprise bezpečnost Mějte pod kontrolou, na čem vašemu byznysu záleží: vestavěné mantinely, řízené přístupy a čistá správa dat. Úvěrové rozhodnutí nikdy neopouští banku.”www.marb.ai · checked Aug 1, 2026 | sandboxed execution limits scope and protects user device “AI runs sandboxed in the cloud — device, files, data untouched”moclaw.ai · checked Aug 1, 2026 |
| Permission scopes· | “Z celého trhu i financí klienta jeden verdikt za 90 sekund. Agenti si proženou trh i data klienta a vrátí přes API jeden verdikt: koupit teď, nebo přesný plán, jak na to.”www.marb.ai · checked Aug 1, 2026 | no public information moclaw.ai · checked Aug 1, 2026 |
| SLA terms· | no public information www.marb.ai · checked Aug 1, 2026 |
Agency
| Field | Marb.ai | Moclaw |
|---|---|---|
| Goal complexity· | no public information www.marb.ai · checked Aug 1, 2026 | multi-step “You can ask questions, research topics, and work through multi-step tasks in chat.”moclaw.ai · checked Aug 1, 2026 |
Safety
| Field | Marb.ai | Moclaw |
|---|---|---|
| Data handling· | data is never shared or mixed with other users; retained in dedicated private environment “Your Moclaw runs in a dedicated private environment. Your data is never shared or mixed with other users.”moclaw.ai · checked Aug 1, 2026 |
Practicality
| Field | Marb.ai | Moclaw |
|---|---|---|
| Availability· | no public information moclaw.ai · checked Aug 1, 2026 | |
| Integrations· | no public information moclaw.ai · checked Aug 1, 2026 | |
| Supported regions· | “Praha · Bratislava · Málaga Postaveno pro Evropu od prvního dne.”www.marb.ai · checked Aug 1, 2026 | no public information moclaw.ai · checked Aug 1, 2026 |
Foundation models
| Field | Marb.ai | Moclaw |
|---|---|---|
| Base models· | no public information www.marb.ai · checked Aug 1, 2026 | |
| Model provider· | no public information www.marb.ai · checked Aug 1, 2026 | Anthropic (implied by Claude) “AI Models Claude included, or bring your own key”moclaw.ai · checked Aug 1, 2026 |
Ecosystem
| Field | Marb.ai | Moclaw |
|---|---|---|
| Protocols supported· | no public information moclaw.ai · checked Aug 1, 2026 | |
| Tool use· | no public information moclaw.ai · checked Aug 1, 2026 | |
| Multi-agent· | “Jeden underwriter koupě, čtyři agenti. Každý pokrývá jednu chvíli rozhodování.”www.marb.ai · checked Aug 1, 2026 | no public information moclaw.ai · checked Aug 1, 2026 |
| API access· | no public information moclaw.ai · checked Aug 1, 2026 |
Impact
| Field | Marb.ai | Moclaw |
|---|---|---|
| Target sectors· | no public information moclaw.ai · checked Aug 1, 2026 | |
| High-risk domains· | no public information moclaw.ai · checked Aug 1, 2026 |
Disclosed by neither
Both Marb.ai and Moclaw publish nothing on these 37 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 37 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Action space
- Operating environment
- Initiative
- User base
- Deployment scale
- Documented incidents
- Pricing model
- Price point
- Deployment options
- Support model
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Open source
- Marketplace presence
- Safety evaluations
- Red teaming
- Safety policy
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Tamper-evident log
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- Evaluation coverage
Questions
- How do Marb.ai and Moclaw compare on goal complexity?
- Marb.ai: no public information disclosed. Moclaw: multi-step.
- How do Marb.ai and Moclaw compare on base models?
- Marb.ai: no public information disclosed. Moclaw: Claude.
- How do Marb.ai and Moclaw compare on model provider?
- Marb.ai: no public information disclosed. Moclaw: Anthropic (implied by Claude).
- How do Marb.ai and Moclaw compare on sla terms?
- Marb.ai: no public information disclosed. Moclaw: managed uptime with auto-recovery.