# Guild AI vs Valohai

**Leader by vioscaleAI score:** Guild AI

| Attribute | Guild AI | Valohai |
|---|---|---|
| **vioscaleAI score** | 56.2 (52% (medium)) | 49.1 (26% (low)) |
| content.faq | `[{"answer":"A platform that provides visibility and governance over all AI agents and models in use, tracking costs, usage, and performance across teams while avoiding vendor lock-in and maintaining compatibility with existing tools and infrastructure. It is indexed under Experiment Tracking.","source":"https://guild.ai","question":"What is Guild AI?","confidence":0.6},{"answer":"Guild AI offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://guild.ai","question":"Is Guild AI free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Guild AI. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://guild.ai","question":"What platforms does Guild AI support?","confidence":0.6},{"answer":"Not fully, on what we have confirmed. Guild AI is offered as cloud / SaaS and hybrid, and a hybrid deployment usually means some components can run on your own infrastructure while the rest stays vendor-hosted. We have not confirmed a completely self-hosted option, so check with the vendor if that is a requirement.","source":"https://guild.ai","question":"Can Guild AI be self-hosted?","confidence":0.6},{"answer":"We have confirmed 4 integrations for Guild AI, including Azure, Anthropic, Cohere and OpenAI. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://guild.ai","question":"What does Guild AI integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Guild AI. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Guild AI not holding them. Always confirm compliance directly before you rely on it.","source":"https://guild.ai","question":"What security certifications does Guild AI have?","confidence":0.6}]` | `[{"answer":"Valohai is an MLOps infrastructure platform that automates and tracks machine learning workflows, experiments, and model deployments. It provides unified cost and performance monitoring across any cloud, on-premises, or hybrid infrastructure, eliminating the complexity of managing ML infrastructure separately. It is indexed under Experiment Tracking.","source":"https://valohai.com/pricing/","question":"What is Valohai?","confidence":0.6},{"answer":"Valohai does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://valohai.com/pricing/","question":"How much does Valohai cost?","confidence":0.6},{"answer":"Valohai supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://valohai.com/pricing/","question":"What platforms does Valohai support?","confidence":0.6},{"answer":"Yes. Valohai can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://valohai.com","question":"Can Valohai be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2 and GDPR for Valohai. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Valohai not holding them. Always confirm compliance directly before you rely on it.","source":"https://valohai.com/security/","question":"What security certifications does Valohai have?","confidence":0.7},{"answer":"Valohai is available worldwide. The vendor is headquartered in Finland.","source":"https://valohai.com/pricing/","question":"Where is Valohai available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"hybrid":true}` | `{"cloud":true,"self_hosted":true}` |
| description.long | Provides centralized oversight of AI agents regardless of framework or deployment location, with cost monitoring, performance tracking, and governance enforcement without requiring code changes. | Valohai is an MLOps infrastructure platform that automates and tracks machine learning workflows, experiments, and model deployments. It provides unified cost and performance monitoring across any cloud, on-premises, or hybrid infrastructure, eliminating the complexity of managing ML infrastructure separately. |
| features.capabilities | `{"soc2":true,"open_source":false,"pricing_model":"freemium-saas","rbac_governance":true,"deployment_model":"managed-SaaS","run_comparison_diffing":true,"llm_genai_eval_tracking":true,"metrics_and_artifact_logging":true,"team_collaboration_workspaces":true}` | - |
| integrations.count | 5 | - |
| integrations.list | `[{"name":"Azure"},{"name":"Anthropic"},{"name":"Cohere"},{"name":"OpenAI"},{"name":"Stripe"}]` | - |
| market.availability | - | `{"hqCountry":"FI","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"freemium|quote","summary":"Free trial available; full pricing not disclosed","freeTier":true,"sourceUrl":"https://guild.ai","retrievedAt":"2026-09-09T12:26:15.021Z"}` | `{"type":"quote","freeTier":false,"sourceUrl":"https://valohai.com/pricing/","retrievedAt":"2026-08-19T09:08:16.306Z","freeTrialDays":14,"billingPeriods":["month"]}` |
| pricing.free_tier | yes | no |
| pricing.model | freemium | quote |
| pricing.price_level | low | unknown |
| pricing.transparent | no | yes |
| security.certifications | `[{"name":"SOC 2 Type 1","status":"active"},{"name":"ISO 27001","status":"active"}]` | - |
| security.gdpr | yes | yes |
| security.iso27001 | yes | - |
| security.soc2 | yes | yes |

## Capabilities (Experiment Tracking)

| Capability | Guild AI | Valohai |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | Managed SaaS | - |
| Open source | ✗ | - |
| Metrics and artifact logging | ✓ | - |
| Native hyperparameter sweeps | - | - |
| Run comparison diffing | ✓ | - |
| Model registry bundled | - | - |
| Data versioning integration | - | - |
| Distributed multi node tracking | - | - |
| Team collaboration workspaces | ✓ | - |
| LLM genai eval tracking | ✓ | - |
| RBAC governance | ✓ | - |
| SOC2 | ✓ | - |
| Pricing model | Freemium saas | - |

*Source: vioscaleAI. Generated 2026-10-16T19:19:00.210Z. "-" = undocumented, not absent.*