AgentOps Review: Is It The Right AI Agent Observability For Your Team?
Best for SMB teams · Mid-market · Enterprise
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Starts from $40 / month when monthly, also offers free forever plan
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What is AgentOps?
AgentOps records what an agent did on every run and lets an engineer rewind through it afterwards. Each model call, each action the agent took and each handoff between agents is captured as an event with its input, its output and its cost, so a run that went wrong can be opened and read back in order rather than reconstructed from application logs. Spend is tracked across 400 or more models and across several agents at once, and the Python SDK attaches to existing frameworks without rewriting the agent. The free plan covers 5,000 events a month, the paid plan lifts the event and retention limits, and self-hosting on AWS, GCP or Azure is sold with the enterprise agreement.
Pricing
Starts from $40 / month when monthly
Best For
Suited for small teams, SMBs, and enterprise
AgentOps was reviewed internally using user feedback, in-house testing, and market research to assess its performance, reliability, and user experience. Learn how we review products and our evaluation process.
Who should consider AgentOps
- Team types
- Small Business, Medium Business
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What is the pricing of AgentOps?
AgentOps Pricing Plans
Basic
Free
Free up to 5,000 events
Agent agnostic SDK
Cost tracking across 400+ models
Replay analytics
Pro
$40
/month
Everything in Basic
Unlimited event limit
Unlimited log retention
Session and event export
Role-based permissioning
Enterprise
Custom
SLA and Slack Connect
Custom SSO
On-premise deployment
Self-hosting on AWS, GCP or Azure
SOC 2, HIPAA and NIST AI RMF
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What are the features of AgentOps?
Agent evaluation scores what an agent produced against a fixed set of test cases, so a prompt change, a model swap or a new action can be co…
An agent trace is the ordered record of one complete agent run: the request that started it, every model call, every retrieval, every action…
An audit trail is a step-by-step sequential record that offers evidence of a financial transaction's documented history back to its source.…
Cost tracking is an essential feature of software that allows businesses to monitor and manage their expenses and budgets in a systematic ma…
Performance Monitoring is a feature that allows users to closely monitor the performance of their software and applications. It is a critica…
Session replay lets an engineer step back through a finished run in order, seeing what the agent saw at each point rather than reading a fla…
Span-level tracing breaks a run into individually timed units, each one carrying its own input, output, duration, token count and cost, nest…
AgentOps Support Options
Frequently Asked Questions About AgentOps
Common questions buyers ask before choosing AgentOps.
AgentOps is a AI Agent Observability. AgentOps offers Agent Trace, Session Replay, Span-Level Tracing, Cost Tracking, Agent Evaluation and many more functionalities.
AgentOps offers Freemium, Subscription, Quotation Based pricing models
The starting price of AgentOps is $40/month when monthly
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About the reviewer
Rajat Gupta is the founder of Spotsaas, where he has built software research covering 25,000+ products across CRM, HR, AI, and finance. He applies hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].





