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Datadog Agent Observability vs AgentOps Comparison

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Datadog Agent Observability

Starting at $160 /month

  • Small Business
  • Medium Business

Datadog Agent Observability traces every step of an agent in production with span-level inputs, outputs and metadata across prompts, retrieval, the actions the agent takes and the decisions it makes, then correlates that…

AgentOps

Starting at $40 /month

  • Small Business
  • Medium Business

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 o…

Datadog Agent Observability vs AgentOps — at a glance

FeatureDatadog Agent ObservabilityAgentOps
Rating——
Reviews——
Starting price$160 /month$40 /month
Free trial No No
Free version No No
Best forSmall Business, Medium Business, Large EnterprisesSmall Business, Medium Business, Large Enterprises
CategoryAI Agent ObservabilityAI Agent Observability
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
APIAvailableAvailable
Support modesOnlineOnline

Key differences between Datadog Agent Observability and AgentOps

  • Pricing: Datadog Agent Observability starts at $160 /month, while AgentOps starts at $40 /month.
  • Deployment: Datadog Agent Observability supports SaaS/Web/Cloud; AgentOps supports SaaS/Web/Cloud.

Datadog Agent Observability vs AgentOps — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most AI Agent Observability tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

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AgentOps - AI Agent Observability
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Datadog Agent Observability vs AgentOps: Biggest differences

Start here before you go deeper into features.

Datadog Agent Observability

Best for

Small Business, Medium Business, Large Enterprises

AgentOps

Best for

Small Business, Medium Business, Large Enterprises

Datadog Agent Observability typically suits Small Business and Medium Business. AgentOps tends to fit Small Business and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Datadog Agent Observability traces every step of an agent in production with span-level inputs, outputs and metadata across prompts, retrieval, the actions the agent takes and the decisions ... Read More about Datadog Agent Observability

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 ... Read More about AgentOps

Entry Level Pricing

  • Starts from $160 , monthly
  • Starts from $40 , monthly

Free Trial Availability

  • No free trial
  • No free trial
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How do Datadog Agent Observability and AgentOps Compare on Features?

Total Features

9 Features

7 Features

Unique Features

No unique features

No unique features

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Compare Datadog Agent Observability and AgentOps on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • $160 , monthly
      • $40 , monthly

      Pricing Plans

      • Free

        Free

        • Up to 40K LLM spans a month

        • 15 day trace retention

        • Unlimited context and evaluations

        Show more +

      • Pro

        $160

        /month

        • 100K LLM spans a month included

        • Additional spans $3.50 per 10K

        • 15 day trace retention

        Show more +

      • Basic

        Free

        • Free up to 5,000 events

        • Agent agnostic SDK

        • Cost tracking across 400+ models

        Show more +

      • Pro

        $40

        /month

        • Everything in Basic

        • Unlimited event limit

        • Unlimited log retention

        Show more +

      • Enterprise

        Custom

        • SLA and Slack Connect

        • Custom SSO

        • On-premise deployment

        Show more +

      Datadog Agent Observability vs AgentOps: Other Details

      Organization Types supported

      • Medium Business
      • Large Enterprises
      • Small Business
      • Medium Business
      • Large Enterprises
      • Small Business

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Available
      • Available
      Get help choosing
      Get help choosing

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      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

      Frequently asked questions

      Which is better, Datadog Agent Observability or AgentOps?
      Datadog Agent Observability and AgentOps are closely matched with equal user ratings of -1.0. The right choice depends on your team size, budget, and specific AI Agent Observability needs.
      Do Datadog Agent Observability and AgentOps offer a free trial?
      Neither Datadog Agent Observability nor AgentOps currently lists a free trial.
      What is the starting price of Datadog Agent Observability vs AgentOps?
      Datadog Agent Observability starts at $160 /month. AgentOps starts at $40 /month.