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Edge Delta vs Datadog Bits AI.
How Edge Delta's AI Teammates compare with Datadog's investigation agent, category by category.
Last updated October 2, 2026
The short version
Edge Delta and Datadog approach AI incident response from different starting points. Edge Delta is the immune system for your production: AI Teammates detect, investigate, and remediate incidents with evidence, approval-gated actions, verified fixes, and a memory of what happened last time. Bits Investigation, launched as Bits AI SRE and renamed in May 2026, is Datadog's investigation agent for alerts and issues inside the Datadog platform.
Most of the table below follows from one architectural difference. Bits reasons over data your organization has already ingested and indexed in Datadog, starting when a monitor with Auto-Investigate turned on enters alert state or when a person asks. Edge Delta's AI Teammates apply intelligence to every stage of the telemetry journey, detecting issues as data is produced, investigating and acting on it, verifying the fix, and remembering the incident in Production Memory, from source to backend and everything in between. Pricing differs too: Edge Delta starts at $20 a month under a spending cap you set, while Datadog sells AI credit bundles from $500 a month on annual billing, on top of platform ingestion and indexing costs.
Datadog capability and pricing descriptions on this page come from Datadog's documentation, product pages, pricing page, and press releases, checked again on October 2, 2026 and linked at the bottom. If something has changed, tell us and we will update it.
The loop
How much of the incident each one runs on its own.
| Stage | Edge Delta | Datadog Bits AI |
|---|---|---|
| detect | Autonomous | Autonomous |
| investigate | Autonomous | Autonomous |
| reason | Autonomous | Autonomous |
| act | Autonomous with guardrails | Autonomous with guardrails |
| verify | Autonomous | Manual |
| learn | Autonomous | Autonomous |
How an investigation starts
Investigations that can start before anyone is paged
 |  | |
|---|---|---|
| Trigger model | ✓Teammates begin when learned baselines shift on live telemetry, often before anyone is paged; monitors and chat requests also start investigations | ○Automatic investigations run on monitors with Auto-Investigate turned on, when they enter alert state; a person can also start one from a monitor alert, Slack, a Synthetic test, or a written prompt |
| Detection | ✓Anomaly detection runs continuously on logs, metrics, traces, and events as they stream, not on a fixed polling interval | ✓Monitors and alerting across the data indexed in the Datadog platform |
Datadog starts from its monitor system. An automatic investigation begins when a monitor with Auto-Investigate turned on enters alert state, and a person can start one from Slack, a Synthetic test, or a written prompt.
Investigation and root cause
Root cause delivered with its evidence
| | |
|---|---|---|
| Method | ✓Gathers and correlates evidence across telemetry, deployments, and change history, then delivers a root cause with the evidence attached | ✓Forms hypotheses, validates them, and delivers a conclusion with supporting findings to chat and ticketing tools |
| Data analyzed | ✓Live telemetry (logs, metrics, traces, events) plus context pulled from the tools across your environment over MCP | ✓Metrics, logs, traces, dashboards, changes, source code, events, RUM, database monitoring, network path, and profiler data inside Datadog |
Working with what you already run
Works with the backend you already have
| | |
|---|---|---|
| Third-party reach | ✓Already connects to your existing tools and backends over MCP, so nothing needs to move into one platform first | ○Reasons over what your organization has ingested and indexed in Datadog; third-party integrations such as Grafana, Dynatrace, Sentry, and Splunk are in Preview as of October 2026 |
| Backend flexibility | ✓Works with whatever backend you run today, Datadog, Splunk, Elastic, or object storage, without requiring a migration first | ○Designed to operate inside the Datadog platform |
Bits reasons over what your organization has ingested and indexed in Datadog, so its reach depends on what you keep there.
Taking action
Every action crosses an approval gate
| | |
|---|---|---|
| Action gating | ✓Every write crosses an approval gate: chat actions are approved action by action, scheduled work runs pre-approved playbooks, and rollback paths are written before changes ship | ✓Runs triage actions from chat, such as paging engineers and opening tickets; Bits Code drafts code fixes and pull requests for people to review and never auto-merges; one-click Kubernetes actions, in Preview, run when a person clicks Run, and Bits Guardrails can require approval or deny them |
Datadog drafts code fixes through Bits Code for a person to review and merge. Its one-click infrastructure actions, in Preview, start when a person clicks Run and can be held to Bits Guardrails that require approval or deny the action.
Verification and learning
Fixes verified by telemetry, incidents remembered
| | |
|---|---|---|
| Post-fix verification | ✓After a fix ships, telemetry from before and after the change is compared to confirm the problem actually went away; if it didn't, or something else broke, that's flagged as a regression instead of the incident closing quietly | ✓When a person clicks Verify Resolution, Bits checks whether the remediation was applied and whether the original issue was resolved; Bits Remediation includes capabilities in Preview as of October 2026 |
| Memory across incidents | ✓Every incident is recorded in Production Memory, so the next investigation starts with organizational context | ✓Feedback on an investigation becomes a memory that Bits reuses in similar investigations later; Bits Memories, which captures lessons from runbooks and postmortems on its own, is in Preview as of October 2026 |
| Improving detection itself | ✓AI Teammates use what they learn to update monitors and reshape how pipeline data is filtered, enriched, and routed, so detection gets sharper after every incident | ○Bits Detection, in Preview as of October 2026, sets and maintains monitor coverage for critical services from observed production behavior and passes what it flags to Bits Investigation; reshaping pipeline processing is not part of its documented scope |
In Datadog's documentation, Verify Resolution runs when a person clicks it, memories come from feedback on past investigations, and monitor coverage comes from Bits Detection; Bits Memories and Bits Detection are both in Preview as of October 2026.
Coverage across teams
One production context for every team
| | |
|---|---|---|
| Agent lineup | ✓SRE, Security Engineer, Software Engineer, and Work Tracker teammates work from one shared Production Context | ✓Bits Chat, Bits Investigation, Bits Code, Bits Security Analyst, and an Agent Builder with 2,000+ prebuilt actions |
Edge Delta ships four teammates that share one Production Context: what the SRE teammate learned during an incident is already there when the Software Engineer teammate opens the fix.
Pricing
Two credit meters with different floors
| | |
|---|---|---|
| Getting started | ✓Free 14-day trial with full access to teammates, connectors, and evaluations; no credit card required | ○Free trial available; AI-credit terms during the trial are not specified on the pricing page as of October 2026 |
| Price of an investigation | ✓Investigations draw from credits on Pro, which starts at $20 per month with $20 of credits included and stops at a monthly spending cap you set | ○An autonomous investigation consumes about 6.5 credits by Datadog's reference figures, roughly $6.50 at the bundle rate or $8.45 on-demand |
| Commitment | ✓Billed monthly from $20; no annual commitment required | ○Credit bundles start at $500 for 500 credits per month on annual billing; on-demand credits cost $1.30 each |
The verdict
When each one is the right choice.
Choose Edge Delta when
- You want issues surfaced and investigated before a page goes out, not only after a monitor fires
- Your telemetry spans more than one backend, or full ingest into one platform is too expensive
- You want every fix checked against before-and-after telemetry without anyone starting the check, incidents remembered in Production Memory, and agents that share context
- You want a hard ceiling on spend: a free 14-day trial, then from $20 per month with a monthly spending cap
Choose Datadog Bits AI when
- Your telemetry already lands in Datadog end to end
- You want investigations inside the Datadog console your team already uses
- RUM, database monitoring, network path, and profiler data are central to your incidents
- You want code fixes drafted by Bits Code from inside the same Datadog investigation
Questions
Frequently asked questions.
Is Datadog Bits AI an AI SRE?
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Yes. Bits Investigation, launched as Bits AI SRE in December 2025 and renamed in May 2026, is Datadog's AI SRE agent. It investigates alerts and issues in Datadog, forms and validates hypotheses, and proposes next steps for responders. Edge Delta applies intelligence across the telemetry journey: its teammates begin before an alert when baselines shift, investigate and act with approvals, verify fixes afterward, and record every incident in Production Memory.
What is the main difference between Edge Delta and Datadog Bits AI?
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The main difference is how much of the telemetry journey each product runs on its own. Bits Investigation starts when a monitor with Auto-Investigate turned on enters alert state, or when a person asks, and works over the data your organization keeps in Datadog; its check on a fix starts when a person clicks Verify Resolution, and its memories come from feedback on past investigations. Edge Delta's AI Teammates begin investigating when learned baselines shift, often before anyone is paged, act through an approval gate, verify each fix against before-and-after telemetry without waiting for someone to ask, and record the incident in Production Memory so the next investigation starts with that context already in hand.
How does pricing compare between Edge Delta and Datadog Bits AI?
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Edge Delta's pricing is public and starts small: a free 14-day trial with no credit card, then the Pro plan starting at $20 per month with $20 of credits included. Investigations, inference, and storage draw from those credits, agents and connectors are unlimited, and a monthly spending cap stops usage at the limit you set. Datadog prices its Bits agents through AI credits: bundles start at $500 for 500 credits per month on annual billing, on-demand credits cost $1.30 each, and an autonomous investigation consumes about 6.5 credits by Datadog's reference figures, on top of platform ingestion and indexing costs. Figures come from both vendors' public pricing pages, October 2026.
Can Edge Delta run alongside Datadog?
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Yes, and evaluations usually run that way. Edge Delta connects to your existing tools and backends, including Datadog, over MCP, so teams keep their current dashboards while the AI Teammates investigate, act, verify, and learn alongside them. Nothing is migrated, and turning Edge Delta off does not disturb the Datadog setup.