Instead of Agenta
Agenta alternatives
Agenta gives teams a workspace for building, using, and automating AI coworkers. Templates cover engineering, customer support, sales, company knowledge, and operations, while Slack and Telegram provide team access. Scheduled and event-triggered runs, prompt tools, evaluations, traces, execution logs, version history, and token-cost estimates support ongoing work. Connections include services such as Notion, GitHub, HubSpot, Google Drive, Linear, Zendesk, and Discord, alongside more than 1,000 integrations. Teams can use multiple model providers, deploy in the cloud or self-host, and manage conversations and approvals from a mobile app.
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PetalTrace
Free plan APILinuxMac+3Open-source agent tracing and run replay — PetalTrace focuses on inspecting, comparing, replaying, and searching agent runs rather than building AI coworkers and workflows.
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OpenLIT
Free plan Open source APILinuxMac+3Open-source tracing, evaluations, and prompt management — OpenLIT adds production evaluations, Prompt Hub versioning, model comparisons, and coding-agent monitoring around OpenTelemetry traces.
- 3
W&B Weave
Free plan Open source APIiPhoneLinux+4Production agent observability and safety scoring — W&B Weave centers on trace sessions, regression evaluations, production signals, model playgrounds, and safety scorers.
- 4
Opik
Free plan Open source APILinuxMac+3Agent testing and automated evaluation workflows — Opik emphasizes annotated traces, audit logs, 30-plus evaluation metrics, test suites, an agent playground, and prompt optimization.
- 5
SigNoz
Free plan AndroidAPIiPhone+2OpenTelemetry application and infrastructure monitoring — SigNoz monitors logs, metrics, traces, exceptions, infrastructure, and service performance rather than creating or running AI coworkers.
- 6
Arize AX
Free plan APISelf-hostedWebContinuous agent improvement with managed investigations — Arize AX offers managed agents, swarm observability, agent-as-a-judge evaluations, experiments, and enterprise compliance coverage.
- 7
Braintrust
Free plan APISelf-hostedWebEnterprise agent quality and evaluation operations — Braintrust combines production discovery, autonomous evaluation loops, dataset experiments, broad SDKs, MCP controls, and enterprise security options.
- 8
AgentOps
Free plan Open source APISelf-hostedWeb - 9
Langfuse
Free plan Open source APILinuxSelf-hosted+1 - 10
LangWatch
Free plan Open source APILinuxMac+2 - 11
MLflow Tracing
Free plan Open source APILinuxSelf-hosted+1 - 12
Lunary
Free plan Open source APISelf-hostedWeb - 13
Traceloop
Free plan Open source APISelf-hostedWeb - 14
Arize Phoenix
Free plan APISelf-hostedWeb - 15
Fiddler AI
Free plan APISelf-hostedWeb - 16
Galileo
Free plan APISelf-hostedWeb - 17
Helicone
Free plan APISelf-hostedWeb - 18
HoneyHive
Free plan APISelf-hostedWeb - 19
LangSmith
Free plan APILinuxMac+3 - 20
Laminar
Free plan APISelf-hostedWeb - 21
LogicGaze
Free plan APISelf-hostedWeb - 22
Maxim AI
Free plan APISelf-hostedWeb - 23
Hexel
Free plan API - 24
Respan (formerly Keywords AI)
Free plan APISelf-hostedWeb
Alternatives make sense when your priority shifts from coworker creation toward detailed observability, testing, evaluation, or application monitoring. Agenta's free Hobby cloud plan supports two team members and 5,000 runs per month, with runs stopping at that limit; provider charges remain separate. Self-hosting also requires your team to run the application, storage, runner, upgrades, and backups. Before switching, weigh each product's tracing depth, evaluation workflow, deployment options, integrations, access controls, and price against the agent-building and automation features you use.
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