# Google Vertex AI Prompt Management vs Rivet

| Attribute | Google Vertex AI Prompt Management | Rivet |
|---|---|---|
| **vioscaleAI score** | 44.2 (34% (low)) | 48.2 (55% (medium)) |
| activity.commits_last_30d | - | 3 |
| adoption.dependent_repos | - | 0 |
| adoption.github_stars | - | 4,708 |
| content.faq | `[{"answer":"A comprehensive platform for developers to build, manage, govern, and optimize agents that integrate with enterprise applications and workflows, with support for multiple AI models and grounding in enterprise data. It is indexed under Prompt Management.","source":"https://cloud.google.com/vertex-ai","question":"What is Google Vertex AI Prompt Management?","confidence":0.6},{"answer":"Google Vertex AI Prompt Management offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://cloud.google.com/vertex-ai","question":"Is Google Vertex AI Prompt Management free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Google Vertex AI Prompt Management. 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://cloud.google.com/vertex-ai","question":"What platforms does Google Vertex AI Prompt Management support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Google Vertex AI Prompt Management, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://cloud.google.com/vertex-ai","question":"Can Google Vertex AI Prompt Management be self-hosted?","confidence":0.6},{"answer":"We have confirmed 3 integrations for Google Vertex AI Prompt Management, including Claude, Gemini 3.5 and open source frameworks. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://cloud.google.com/vertex-ai","question":"What does Google Vertex AI Prompt Management integrate with?","confidence":0.6}]` | `[{"answer":"An open-source desktop tool for building interconnected language model workflows through a graphical interface. The generated systems can be embedded directly into applications using the included TypeScript library. It is indexed under Prompt Management.","source":"https://rivet.ironcladapp.com","question":"What is Rivet?","confidence":0.6},{"answer":"Rivet is open source, so it can be self-hosted and used at no licence cost. It is released under the MIT licence. Pricing changes often, so verify at source before relying on it.","source":"https://rivet.ironcladapp.com","question":"Is Rivet free to use?","confidence":0.6},{"answer":"Rivet supports Windows, macOS and Linux. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://rivet.ironcladapp.com","question":"What platforms does Rivet support?","confidence":0.6},{"answer":"Yes. Rivet can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://rivet.ironcladapp.com","question":"Can Rivet be self-hosted?","confidence":0.6},{"answer":"We have confirmed 8 integrations for Rivet, including OpenAI GPT-3.5, OpenAI GPT-4, Anthropic Claude Instant, Anthropic Claude 2, Anthropic Claude 3 Haiku, Anthropic Claude 3 Sonnet, Anthropic Claude 3 Opus and Google Gemini. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://rivet.ironcladapp.com","question":"What does Rivet integrate with?","confidence":0.6},{"answer":"Yes. Rivet is published under the MIT licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.","source":"https://github.com/ironclad/rivet","question":"Is Rivet open source?","confidence":0.95}]` |
| deployment.options | `{"cloud":true}` | `{"self_hosted":true}` |
| description.long | A GitHub repository containing notebooks, code examples, templates, and infrastructure blueprints for developing and deploying generative AI agents and workflows using Google Cloud's models including Gemini, Imagen, and Veo. | An open-source desktop IDE and TypeScript library that enables teams to visually design, debug, and deploy complex LLM-powered agent applications with real-time execution monitoring and collaborative features. |
| features.capabilities | `{"pricing_model":"usage/seat-based-saas","deployment_model":"managed-SaaS","multi_step_flows":true,"multi_model_playground":true}` | `{"ab_testing":true,"pricing_model":"open-source-self-host","self_hostable":true,"deployment_model":"self-hosted","multi_step_flows":true,"tracing_included":true,"versioning_model":"git-native","non_engineer_editing":true,"multi_model_playground":true}` |
| integrations.count | 3 | 5 |
| integrations.list | `[{"name":"Claude"},{"name":"Gemini 3.5"},{"name":"open source frameworks"},{"name":"Claude Model Family","category":"llm"}]` | `[{"name":"OpenAI GPT-3.5"},{"name":"OpenAI GPT-4"},{"name":"Anthropic Claude Instant"},{"name":"Anthropic Claude 2"},{"name":"Anthropic Claude 3 Haiku"},{"name":"Anthropic Claude 3 Sonnet"},{"name":"Anthropic Claude 3 Opus"},{"name":"Google Gemini"},{"name":"OpenAI","native":true,"category":"llm"},{"name":"Anthropic Claude","native":true,"category":"llm"},{"name":"Anthropic","native":true,"category":"llm","direction":"outbound"},{"name":"AssemblyAI","native":true,"category":"audio","direction":"outbound"},{"name":"Gemini","native":true,"category":"llm","direction":"outbound"},{"name":"MCP","native":true}]` |
| language.primary | - | TypeScript |
| license.spdx | - | MIT |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"mac":true,"linux":true,"windows":true}` |
| pricing | `{"type":"usage","summary":"Usage-based pricing for Agent Platform tools, storage, compute and Cloud resources. New customers receive $300 free credits.","currency":"USD","freeTier":true,"sourceUrl":"https://cloud.google.com/vertex-ai","retrievedAt":"2026-08-21T10:58:25.239Z"}` | `{"type":"open_source","freeTier":true,"sourceUrl":"https://rivet.ironcladapp.com","retrievedAt":"2026-08-21T11:00:25.337Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | open_source |
| pricing.price_level | low | free |
| pricing.transparent | no | yes |
| release.cadence_days | - | 3 |
| release.history | - | `[{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.11.3","date":"2025-08-08T22:18:18Z","type":"stable","version":"app-v1.11.3"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.25.0","date":"2025-06-30T18:29:50Z","type":"stable","version":"v1.25.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.11.2","date":"2025-06-02T02:58:10Z","type":"stable","version":"app-v1.11.2"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.11.1","date":"2025-05-29T17:25:25Z","type":"stable","version":"app-v1.11.1"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.24.0","date":"2025-05-28T17:57:25Z","type":"stable","version":"v1.24.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.11.0","date":"2025-05-28T17:48:06Z","type":"stable","version":"app-v1.11.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.10.1","date":"2025-02-17T21:19:04Z","type":"stable","version":"app-v1.10.1"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.21.0","date":"2025-02-13T21:21:42Z","type":"stable","version":"v1.21.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.10.0","date":"2025-02-13T19:58:00Z","type":"stable","version":"app-v1.10.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.10.0-beta.1","date":"2025-02-12T07:01:32Z","type":"prerelease","version":"app-v1.10.0-beta.1"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.20.3","date":"2025-01-30T18:51:59Z","type":"stable","version":"v1.20.3"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.20.2","date":"2025-01-22T19:59:15Z","type":"stable","version":"v1.20.2"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.20.1","date":"2025-01-02T19:41:21Z","type":"stable","version":"v1.20.1"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.20.0","date":"2024-10-02T18:25:33Z","type":"stable","version":"v1.20.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.9.0","date":"2024-10-02T18:40:25Z","type":"stable","version":"app-v1.9.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.8.0","date":"2024-08-02T18:20:43Z","type":"stable","version":"app-v1.8.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.19.1","date":"2024-07-31T22:52:56Z","type":"stable","version":"v1.19.1"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.19.0","date":"2024-07-31T22:52:32Z","type":"stable","version":"v1.19.0"},{"url":"https://github.com/Ironclad/rivet/releases/tag/v1.18.1","date":"2024-05-10T19:12:29Z","type":"stable","version":"v1.18.1"},{"url":"https://github.com/Ironclad/rivet/releases/tag/app-v1.7.12","date":"2024-05-10T22:28:45Z","type":"stable","version":"app-v1.7.12"}]` |
| security.vulnerabilities | - | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=npm&package_name=rivet-local-app&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Prompt Management)

| Capability | Google Vertex AI Prompt Management | Rivet |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Versioning model | - | Git native |
| Diff and rollback | - | - |
| Deploy without redeploy | - | - |
| Non engineer editing | - | ✓ |
| Multi model playground | ✓ | ✓ |
| Ab testing | - | ✓ |
| LLM judge or human eval | - | - |
| Multi step flows | ✓ | ✓ |
| Approval workflow | - | - |
| Tracing included | - | ✓ |
| Self hostable | - | ✓ |
| Deployment model | Managed SaaS | Self hosted |
| Pricing model | Usage/seat based saas | Open source self host |

*Source: vioscaleAI. Generated 2026-10-17T01:39:16.041Z. "-" = undocumented, not absent.*