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It's a split decision.
Pick HoneyHive for production AI agent tracing, evaluation, and monitoring; its Developer plan is free, with 10,000 events monthly and five users. Choose Agenta to build AI coworkers for Slack or Telegram, run scheduled automations, or self-host its MIT-licensed open-source version. Agenta's Hobby tier is free; paid Starter begins at $29 monthly, while HoneyHive Enterprise pricing is custom. They solve different jobs, so don't switch between them as direct substitutes.
01Side by side
| HoneyHive | Agenta | |
|---|---|---|
| Starting price | $0 Developer; paid Enterprise pricing not published | $0 Hobby; Starter is $29/month |
| Free plan | Yes: Developer, 10,000 events/month | Yes: Hobby, 500 signup credits |
| Best for | Production agent observability and evaluation | AI coworkers and task automation |
| Core strength | Agent traces, evaluations, and production monitoring | Chat-based agents, scheduled tasks, and approvals |
| Learning curve | Not published | Not published |
| Integrations and data | 30-day retention; 1,000 requests/minute on Developer | 1,000+ integrations; self-managed retention when self-hosted |
| Team and seat costs | Developer includes five users; Enterprise users unlimited | Starter includes unlimited team members for $29/month |
| Support | Enterprise SLA; support score 5/10 in published review | GitHub community; Starter live chat; review score 6/10 |
HoneyHive Choose HoneyHive if
- Choose HoneyHive if production tracing, evaluations, and monitoring are priorities.
- Choose HoneyHive if you need offline experiments before shipping agent changes.
- Choose HoneyHive if prompt versioning and CI evaluation gates matter.
Agenta Choose Agenta if
- Choose Agenta if you want AI coworkers in Slack or Telegram.
- Choose Agenta if you need scheduled automations and connected tools.
- Choose Agenta if you want MIT-licensed self-hosting on your infrastructure.
02Pricing compared
HoneyHive’s Developer plan is free and includes 10,000 events per month, up to five users, one workspace, 30-day data retention, and 1,000 requests per minute. Its pricing page does not publish paid rates; Enterprise is custom, with usage limits and retention set for the team.
Agenta has a free Hobby plan with 500 signup credits, two concurrent tasks, one project, and two team members. Starter is $29 per month and includes 2,900 monthly credits and 20 concurrent tasks. Business is $299 per month, with 32,000 monthly credits and 50 concurrent tasks. Starter and Business can buy credit packs; the listed rates are $10 for 1,000 credits, $25 for 2,500, or $100 for 10,000. Annual prices are not published. Agenta also offers a free, self-managed open-source option.
03Features and depth
HoneyHive is the closer fit for teams that need to inspect and evaluate agents already running in production. It can replay runs step by step, including prompts, tool calls, decisions, and handoffs, and track quality, cost, latency, usage, and outcomes across live traffic. Its evaluation tools cover outputs, tool calls, interactions, and trajectories, using LLM judges, custom code, or composite evaluators. Teams can also compare versions offline, set score thresholds, monitor drift, and use evaluations in CI to gate prompt releases.
Agenta is for building and running AI coworkers, not for replacing that observability workflow. Its agents can work in Slack or Telegram, connect to more than 1,000 integrations, and run on schedules or triggers. Teams can set approvals for actions and self-host the MIT-licensed software. The products overlap around AI agents, but their main jobs differ: HoneyHive evaluates and monitors agent behavior; Agenta builds agents that perform team tasks.
04Ease of use and learning curve
The learning curve depends on the job. HoneyHive’s Developer plan offers a defined starting point for building and evaluating agents, but teams need to account for its 10,000-event monthly cap, five-user limit, one workspace, and 30-day retention. Larger needs mean asking HoneyHive for custom Enterprise terms; public pricing is not available.
Agenta’s free Hobby plan is aimed at individuals, while Starter raises the limits for daily team use. Self-hosting avoids a listed subscription price, but puts deployment and operation on your infrastructure; the open-source plan specifies Docker Compose. For a team that only needs agent tracing and evaluation, Agenta adds a different build-and-automation workflow. For a team building coworkers, HoneyHive is not presented as the substitute.
Questions people ask
Can Agenta replace HoneyHive?
Not as a direct substitute, based on the listed product scope. HoneyHive focuses on production tracing, monitoring, and evaluation. Agenta focuses on building AI coworkers, connecting tools, and running tasks in Slack, Telegram, or on schedules. Choose by workflow, not by the shared use of AI agents.
Which product has a free plan?
Both do. HoneyHive Developer is free and includes 10,000 monthly events, up to five users, and one workspace. Agenta offers free Hobby with usage and team limits, as well as a separate free open-source option for teams managing their own deployment.
How much does Agenta cost compared with HoneyHive?
Agenta Starter is listed at $29 per month and Business at $299 per month; its Hobby and open-source options are free. HoneyHive’s Developer plan is free, but the pricing page does not publish Enterprise rates. Its paid pricing is custom.
Which is better for self-hosting?
Agenta has a free MIT-licensed open-source option for teams hosting it on their own infrastructure, with Docker Compose deployment listed. HoneyHive Enterprise lists optional self-hosting, hybrid, or single-tenant deployment, but pricing is custom. The right fit depends on whether you need agent-building or evaluation and monitoring.