Agenta vs HoneyHive
Agenta
agenta.ai
HoneyHive
honeyhive.aiSide by side
| Figure | Agenta | HoneyHive |
|---|---|---|
| Price from | $29/mo | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | Yes | — |
| Web | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 8 | 2 |
| Spec score · AI Agent Observability Tools | 9.3 (#1) | 7.9 (#22) |
| Spec score · Llm Monitoring | 9.3 (#1) | 7.7 (#19) |
| Spec score · AI Prompt Management Software | 9.3 (#1) | 8.0 (#10) |
| Spec score · Prompt Engineering Tools | 9.3 (#1) | 7.8 (#16) |
| Spec score · AI LLM Observability Tools | 9.3 (#1) | 7.8 (#20) |
| Headquarters | Berlin, Germany | Brooklyn, New York, United States |
| Integrations | The documentation describes more than 1,000 integrations through built-in connectors, MCP servers and Composio. | HoneyHive documents integrations for agent frameworks and platforms including LangChain, LangGraph, CrewAI, OpenAI Agents SDK, and Microsoft Copilot Studio. |
| Product | Agenta describes itself as an open-source workspace for AI coworkers that teams can build, use, and automate. | HoneyHive is an agent observability platform for observing, evaluating, and improving AI agents in production. |
| Self-hosting | Self-hosting uses Docker and Docker Compose, with an optional Kubernetes Helm deployment documented separately. | Self-hosted deployments place both the control plane and data plane in the customer's environment and are managed by HoneyHive. |
| Support | The Hobby and Pro plans list community support through GitHub Issues, while Business lists priority support and a private Slack Connect channel. | The Developer plan includes community support, while Enterprise lists dedicated technical account management and quarterly business reviews. |
| Tracing | Agenta records model and tool calls with token counts, latency, estimated costs, logs and errors. | The platform lets teams inspect traces step by step, including tool calls, prompts, and agent decisions. |
Plans
Agenta
- HobbyFree
- Open sourceFree
- Pro$29 a month
- Business$299 a month
- EnterprisePriced on request
- Enterprise (Cloud)Priced on request
- Enterprise (self-hosted)Priced on request
- Enterprise self-hostedPriced on request
In their own words
Agenta
Agenta is an open-source workspace for teams building and automating AI coworkers. Teams can interact with agents in Slack or Telegram, start from templates for engineering, customer support, sales, company knowledge, and operations, and run them on a schedule or in response to events. Its observability tools include traces, logs, errors, version history, evaluations, and token usage with estimated model costs. Agenta connects with services such as Slack, Notion, GitHub, HubSpot, Google Drive, Linear, Zendesk, and Discord, and supports more than 1,000 integrations. Listed model providers include OpenAI, Anthropic, Gemini, Mistral, and others. Cloud Hobby is free and allows two team members and 5,000 runs monthly; runs stop at that limit. Pro costs $29 a month and includes 10,000 runs monthly, with extra runs priced at $5 per additional 10,000. Model-provider charges are separate. Self-hosting is available, with users operating the application, storage, runner, upgrades, and backups in their own infrastructure. A mobile app supports agent conversations, approvals, and workspace management.
HoneyHive
HoneyHive is an agent observability platform for observing, evaluating, and improving AI agents in production. It captures traces that expose tool calls, prompts, and agent decisions step by step. Teams can run automated code-based checks, LLM-judge evaluations, and human reviews through annotation queues and custom rubrics. Live traffic monitoring supports score thresholds, drift detection, and email or webhook alerts, while experiments compare agent versions on datasets and track regressions before release. Integrations include LangChain, LangGraph, CrewAI, OpenAI Agents SDK, and Microsoft Copilot Studio. Tracing follows OpenTelemetry semantic conventions, allowing OTel-instrumented libraries to send data without a dedicated guide. HoneyHive also provides cost and token-cost tracking, prompt management, and tracing for LLMs, agents, and retrieval. The free Developer plan costs nothing and includes five users, one workspace, unlimited projects, 10,000 events monthly, 30-day retention, and 1,000 requests per minute. Enterprise has custom pricing and hosting options.