agent · health care
Ditto vs Lumina AI Wellness
55 fields both were evaluated on, 16 of them different — including where one discloses something the other does not. Every value links to the document it came from. 39 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | Ditto | Lumina AI Wellness |
|---|---|---|
| Explainability· | “It gives an explanation of medical terms and an overview of what you recorded.”www.dittocare.com · checked Aug 2, 2026 | no public information www.wellnessatwork.ai · checked Aug 19, 2026 |
| Permission scopes· | “You stay in control of who's in your Care Circle.”www.dittocare.com · checked Aug 2, 2026 | no public information www.wellnessatwork.ai · checked Aug 19, 2026 |
Safety
| Field | Ditto | Lumina AI Wellness |
|---|---|---|
| Safety policy· | no public information www.dittocare.com · checked Aug 2, 2026 | Explicitly states its scores are not a medical diagnosis “Lumina's Eye, Posture, and Calm Scores come from blink, posture, and screen-distance signals—not a medical diagnosis—so you can improve focus and feel better while working on laptops.”www.wellnessatwork.ai · checked Aug 19, 2026 |
| Data handling· | “Your data is stored securely and only on your device. You stay in control of your information.”www.dittocare.com · checked Aug 2, 2026 | Camera frames discarded immediately after analysis, no images/video stored; only processed wellness metrics sync to the cloud “Every camera frame is immediately discarded after analysis. No images or videos are ever stored. Only processed wellness metrics, such as Eye Score and Posture Score, are securely stored in the cloud for syncing across devices.”www.wellnessatwork.ai · checked Aug 19, 2026 |
Practicality
| Field | Ditto | Lumina AI Wellness |
|---|---|---|
| Pricing model· | free to download and use “Yes. Ditto is currently available for free to download and use.”www.dittocare.com · checked Aug 2, 2026 | Subscription starting at $4.99/month for individuals; teams book a demo “Individuals from $4.99/mo”www.wellnessatwork.ai · checked Aug 19, 2026 |
| Price point· | free to download and use “Yes. Ditto is currently available for free to download and use.”www.dittocare.com · checked Aug 2, 2026 | Individual plan starts at $4.99/month “Individuals from $4.99/mo”www.wellnessatwork.ai · checked Aug 19, 2026 |
| Availability· | available for free to download and use “Yes. Ditto is currently available for free to download and use.”www.dittocare.com · checked Aug 2, 2026 | Live on Mac; Windows version in beta “Download for Mac Download for BETA Win”www.wellnessatwork.ai · checked Aug 19, 2026 |
| Deployment options· | Runs locally as a desktop app (Mac/Windows) with core AI processing on-device “Local AI processing Core wellness analysis runs on your computer.”www.wellnessatwork.ai · checked Aug 19, 2026 | |
| Supported regions· | no public information www.wellnessatwork.ai · checked Aug 19, 2026 |
Foundation models
| Field | Ditto | Lumina AI Wellness |
|---|---|---|
| Base models· | no public information www.dittocare.com · checked Aug 2, 2026 | Uses proprietary computer vision and LLM models that run locally on-device “Both our Computer Vision and LLM models run locally on your device.”www.wellnessatwork.ai · checked Aug 19, 2026 |
| Model provider· | no public information www.dittocare.com · checked Aug 2, 2026 | Proprietary in-house on-device AI models, not a named third-party provider “uses proprietary on-device AI models to analyze wellness signals in real time”www.wellnessatwork.ai · checked Aug 19, 2026 |
Ecosystem
| Field | Ditto | Lumina AI Wellness |
|---|---|---|
| Marketplace presence· | no public information www.wellnessatwork.ai · checked Aug 19, 2026 |
Impact
| Field | Ditto | Lumina AI Wellness |
|---|---|---|
| User base· | 4.8 rating on Mac App Store; self-reported use by 10,000+ remote professionals “4.8 on Mac App Store | Used by 10,000+ remote professionals”www.wellnessatwork.ai · checked Aug 19, 2026 | |
| Deployment scale· | no public information www.wellnessatwork.ai · checked Aug 19, 2026 | |
| Target sectors· | Designed for professionals, students, remote workers, and enterprise teams who spend long hours at a computer “Lumina AI Wellness is designed for anyone who spends long hours working at a computer, including professionals, students, remote workers, and enterprise teams.”www.wellnessatwork.ai · checked Aug 19, 2026 | |
| High-risk domains· | Operates in a health/wellness-adjacent domain (eye strain, posture, stress) while explicitly disclaiming medical-diagnosis status “Lumina's Eye, Posture, and Calm Scores come from blink, posture, and screen-distance signals—not a medical diagnosis—so you can improve focus and feel better while working on laptops.”www.wellnessatwork.ai · checked Aug 19, 2026 |
Disclosed by neither
Both Ditto and Lumina AI Wellness publish nothing on these 39 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 39 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- Action space
- Operating environment
- Initiative
- Documented incidents
- Integrations
- Support model
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Protocols supported
- Tool use
- Multi-agent
- API access
- Open source
- Safety evaluations
- Red teaming
- Usage restrictions
- Model or system card
- Incident reporting
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Runtime governance
- Compliance certifications
- Regulatory alignment
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- SLA terms
- Evaluation coverage
Questions
- How do Ditto and Lumina AI Wellness compare on pricing model?
- Ditto: free to download and use. Lumina AI Wellness: Subscription starting at $4.99/month for individuals; teams book a demo.
- How do Ditto and Lumina AI Wellness compare on price point?
- Ditto: free to download and use. Lumina AI Wellness: Individual plan starts at $4.99/month.
- How do Ditto and Lumina AI Wellness compare on availability?
- Ditto: available for free to download and use. Lumina AI Wellness: Live on Mac; Windows version in beta.
- How do Ditto and Lumina AI Wellness compare on supported regions?
- Ditto: EU. Lumina AI Wellness: no public information disclosed.
- How do Ditto and Lumina AI Wellness compare on base models?
- Ditto: no public information disclosed. Lumina AI Wellness: Uses proprietary computer vision and LLM models that run locally on-device.
- How do Ditto and Lumina AI Wellness compare on model provider?
- Ditto: no public information disclosed. Lumina AI Wellness: Proprietary in-house on-device AI models, not a named third-party provider.