agent · web 3
Humans.ai vs Phala Network
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 | Humans.ai | Phala Network |
|---|---|---|
| Audit trail· | yes — performance track record is visible and earned “Reputation is built on performance. Track record is visible and earned.”humans.ai · checked Aug 1, 2026 | no public information phala.network · checked Aug 9, 2026 |
| Explainability· | explanations via quality scores, accuracy checks, and reputation metrics “Quality scores. Accuracy checks. Reputation earned through performance.”humans.ai · checked Aug 1, 2026 | no public information phala.network · checked Aug 9, 2026 |
| Compliance certifications· | no public information humans.ai · checked Aug 1, 2026 | SOC 2 Type I, HIPAA compliant, ISO 27001 in progress “Phala is SOC 2 Type I certified and HIPAA compliant, with ISO 27001 certification in progress”phala.network · checked Aug 9, 2026 |
| SLA terms· | 80% reduction in processing time, zero ambiguity on requirements “80% Reduction in processing time Zero Ambiguity on every requirement”humans.ai · checked Aug 1, 2026 | |
| Evaluation coverage· | yes — peer evaluation covers quality and accuracy “Peer AI Humans evaluate every output. Quality scores. Accuracy checks.”humans.ai · checked Aug 1, 2026 | no public information phala.network · checked Aug 9, 2026 |
Agency
| Field | Humans.ai | Phala Network |
|---|---|---|
| Goal complexity· | open-ended “You define the job. We spawn multiple AI Humans. Different models, different approaches, different personalities — all starting from the same task.”humans.ai · checked Aug 1, 2026 | no public information phala.network · checked Aug 9, 2026 |
Safety
| Field | Humans.ai | Phala Network |
|---|---|---|
| Data handling· | data retained within sovereign boundaries; no data leaves the state “100% Sovereign — zero data leaves the state”humans.ai · checked Aug 1, 2026 | no public information phala.network · checked Aug 9, 2026 |
Practicality
| Field | Humans.ai | Phala Network |
|---|---|---|
| Integrations· | no public information humans.ai · checked Aug 1, 2026 | Docker, TensorFlow, PyTorch, Hugging Face “Phala supports existing Docker services and popular AI frameworks including TensorFlow, PyTorch, and Hugging Face.”phala.network · checked Aug 9, 2026 |
| Support model· | no public information humans.ai · checked Aug 1, 2026 |
Foundation models
| Field | Humans.ai | Phala Network |
|---|---|---|
| Base models· | no public information phala.network · checked Aug 9, 2026 | |
| Model swappable· | yes — multiple models are spawned and selected per task “You define the job. We spawn multiple AI Humans. Different models, different approaches, different personalities — all starting from the same task.”humans.ai · checked Aug 1, 2026 | |
| Fine-tuning· | yes — continuous training via dojo.md with 92 courses and 4,400+ scenarios “Every generation is trained through dojo.md. 92 courses, 4,400+ scenarios. Skills earned, verified, and passed forward.”humans.ai · checked Aug 1, 2026 | no public information phala.network · checked Aug 9, 2026 |
Ecosystem
| Field | Humans.ai | Phala Network |
|---|---|---|
| Protocols supported· | no public information humans.ai · checked Aug 1, 2026 | |
| Multi-agent· | no public information humans.ai · checked Aug 1, 2026 | |
| API access· | no public information humans.ai · checked Aug 1, 2026 |
Impact
| Field | Humans.ai | Phala Network |
|---|---|---|
| User base· | 1000+ tasks daily across 4 countries “1000+ Tasks completed daily 4 Countries deployed 6 Years building Omantel Gov. Maharashtra Gov. Romania + more coming”humans.ai · checked Aug 1, 2026 | |
| Deployment scale· | no public information humans.ai · checked Aug 1, 2026 | “Proven at Scale Built for enterprise security and regulatory requirements.”phala.network · checked Aug 9, 2026 |
| Target sectors· | crypto, AI space, coding, finance, government, telecom “Enterprise-grade AI Humans. For everyone. Deploy AI Humans → Learn more Start thinking Trusted by crypto ai space coding finance”humans.ai · checked Aug 1, 2026 | no public information phala.network · checked Aug 9, 2026 |
Disclosed by neither
Both Humans.ai and Phala Network 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
- High-risk domains
- Documented incidents
- Pricing model
- Price point
- Availability
- Deployment options
- Supported regions
- Model provider
- Open weights
- Context window
- Tool use
- 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
- Runtime governance
- Permission scopes
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
Questions
- How do Humans.ai and Phala Network compare on goal complexity?
- Humans.ai: open-ended. Phala Network: no public information disclosed.
- How do Humans.ai and Phala Network compare on user base?
- Humans.ai: 1000+ tasks daily across 4 countries. Phala Network: 5,000+ users.
- How do Humans.ai and Phala Network compare on target sectors?
- Humans.ai: crypto, AI space, coding, finance, government, telecom. Phala Network: no public information disclosed.
- How do Humans.ai and Phala Network compare on integrations?
- Humans.ai: no public information disclosed. Phala Network: Docker, TensorFlow, PyTorch, Hugging Face.
- How do Humans.ai and Phala Network compare on base models?
- Humans.ai: Sonnet, Opus, GPT, Gemini, Haiku. Phala Network: no public information disclosed.
- How do Humans.ai and Phala Network compare on model swappable?
- Humans.ai: yes — multiple models are spawned and selected per task. Phala Network: Yes.