# DVCLive vs Guild AI

| Attribute | DVCLive | Guild AI |
|---|---|---|
| **vioscaleAI score** | 51.4 (5% (low)) | 56.2 (52% (medium)) |
| content.faq | `[{"answer":"A CLI tool for versioning data and ML models within Git repositories, with support for reproducible experiments, remote storage integration, and team collaboration. It is indexed under Experiment Tracking.","source":"https://dvc.org/doc/dvclive","question":"What is DVCLive?","confidence":0.6},{"answer":"DVCLive is open source, so it can be self-hosted and used at no licence cost. Pricing changes often, so verify at source before relying on it.","source":"https://dvc.org/doc/dvclive","question":"Is DVCLive free to use?","confidence":0.6},{"answer":"DVCLive supports Windows, macOS, Linux and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://dvc.org/doc/dvclive","question":"What platforms does DVCLive support?","confidence":0.6},{"answer":"Yes. DVCLive can be deployed on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://dvc.org/doc/dvclive","question":"Can DVCLive be self-hosted?","confidence":0.6},{"answer":"We have confirmed 9 integrations for DVCLive, including Hydra, GitHub, AWS S3, Microsoft Azure, Google Cloud, Google Drive, Alibaba Cloud OSS and GitLab, plus 1 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://dvc.org/doc/dvclive","question":"What does DVCLive integrate with?","confidence":0.6}]` | `[{"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}]` |
| deployment.options | `{"cloud":true,"self_hosted":true}` | `{"cloud":true,"hybrid":true}` |
| description.long | Track and version data artifacts, models, and ML experiments while keeping version metadata in Git. Create reproducible pipelines, run and compare experiments, and store data across multiple cloud platforms. | Provides centralized oversight of AI agents regardless of framework or deployment location, with cost monitoring, performance tracking, and governance enforcement without requiring code changes. |
| features.capabilities | `{"open_source":true,"pricing_model":"open-source-self-host","deployment_model":"self-hosted","run_comparison_diffing":true,"data_versioning_integration":true,"metrics_and_artifact_logging":true,"native_hyperparameter_sweeps":true,"team_collaboration_workspaces":true}` | `{"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 | 6 | 5 |
| integrations.list | `[{"name":"Hydra"},{"name":"GitHub"},{"name":"AWS S3"},{"name":"Microsoft Azure"},{"name":"Google Cloud"},{"name":"Google Drive"},{"name":"Alibaba Cloud OSS"},{"name":"GitLab","category":"git"},{"name":"Amazon S3","category":"storage"},{"name":"Azure","category":"storage"},{"name":"Google Cloud Storage","category":"storage"},{"name":"Alibaba OSS"},{"name":"SSH"}]` | `[{"name":"Azure"},{"name":"Anthropic"},{"name":"Cohere"},{"name":"OpenAI"},{"name":"Stripe"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"mac":true,"linux":true,"windows":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","sourceUrl":"https://dvc.org/doc/dvclive","retrievedAt":"2026-09-06T10:53:13.839Z"}` | `{"type":"freemium|quote","summary":"Free trial available; full pricing not disclosed","freeTier":true,"sourceUrl":"https://guild.ai","retrievedAt":"2026-09-09T12:26:15.021Z"}` |
| pricing.free_tier | - | yes |
| pricing.model | open_source | freemium |
| pricing.price_level | free | low |
| pricing.transparent | - | no |
| security.certifications | - | `[{"name":"SOC 2 Type 1","status":"active"},{"name":"ISO 27001","status":"active"}]` |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |
| security.trust_center | https://dvc.org/blog/tags/security/ | - |

## Capabilities (Experiment Tracking)

| Capability | DVCLive | Guild AI |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | Self hosted | 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 | Open source self host | Freemium saas |

*Source: vioscaleAI. Generated 2026-10-16T20:59:06.129Z. "-" = undocumented, not absent.*