Agentic Index
Compare the best SRE and DevOps agents (2026)
This comparison scores all 37 SRE and DevOps agents across the same 14 agentic AI capabilities, researched from public sources. Edge Delta shows the broadest documented coverage; see the full ranking for the ordered list.
This page compares 37 SRE and DevOps agents that investigate incidents, find root causes, and help resolve production issues. Each vendor is scored across 14 buyer-facing capabilities, including integration breadth, investigation orchestration, knowledge grounding, human oversight, and deployment control. It is the complete category view, from autonomous investigators to incident management platforms with AI SRE, not a shortlist.
Feature coverage ranking. Scores are based on public-source research across 14 buyer-facing agentic AI capabilities. Unknown / Unspecified means evidence was insufficient in the reviewed public materials, not a definitive absence of capability.
Pricing snapshot
Sourced from the Index pricing dataset · open each vendor's profile for full detail.
| Pricing | E Edge Delta |
C Corelayer |
D Doctor Droid |
I Itential |
K Komodor |
K Kubiya |
N NudgeBee |
T TierZero |
N NeuBird |
B Bluebricks |
H Hyground |
P PagerDuty |
R Resolve AI |
R Rootly |
T Traversal |
C Cleric |
i incident.io |
R RunWhen |
A AppFactor |
A Avesha |
 Better Stack |
 Causely |
 Chamber |
 Metoro |
 Anyshift |
 Seemplicity |
 AlertD |
 Cased |
 Middleware |
 Ciroos AI |
 Harness |
 Sherlocks.ai |
 SRE.ai |
 Wild Moose |
 ZEST Security |
 Parity |
 Kura |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Entry price Lowest public entry point |
Seat price not published | No public pricing; demo-led enterprise sales, with an on-site ROI calculator to estimate savings on production-support costs. | Startup $99 per month (99 investigation credits, 14 day trial); Business from $999 per month cloud or $2,999 self hosted; Enterprise custom | Quote only | Custom pricing: Starter (platform fee plus AI tokens, free trial) and Enterprise (extended tokens and invocations) | Startup from $15,000 a year ($1,250 a month); SMB from $72,000 a year; Enterprise on request | Free forever tier; Cloud SaaS from $1,750 per month (AI-FinOps Starter) or $2,000 (AI-SRE Starter) on an annual contract; Enterprise custom | Starter $75 per user a month ($900 a year); Pro $100 per user a month ($1,200 a year); Enterprise custom | Enterprise, custom pricing on credits; 14 day trial with 50 credits | Enterprise pricing; not publicly listed (direct or AWS Marketplace) | Flat annual license priced by infrastructure size; no per seat charges, per investigation credits or usage metering; rate not published | Free for 5 users; Professional $25 per user per month ($21 billed annually); PD Reliability Platform from $2,800 a year (Starter, 10 seats) | Contact sales; credit metered contracts, no public rates | Incident Response Essentials and On-Call Essentials $20 per user per month each; Enterprise and AI SRE contact sales | Contact sales; enterprise contracts, with on premises, BYOC and bring your own model options | From $100 per month (Starter, 100 credits); Team $600, Pro $2,000, Enterprise custom | Free Basic tier; Team $19 per user per month ($15 with the annual discount); Pro $25; on call add on $10 (Team) or $20 (Pro) per user | Self hosted license from $25,000 a year (5,000 tickets); PoC $30,000 one time; outcome based contracts from $150,000 | Contact for pricing (demo request); no public rates for the direct offering | Enterprise pricing; not publicly listed | Free tier; Responder license $34 per month ($29 billed annually); AI SRE $5 per million tokens | Professional $2,000 per month (up to 500 services); Enterprise custom | Contact sales; plans tailored to fleet size | Hobby free (up to 2 nodes); Scale $20 per node per month plus $0.20 per GB over 100 GB per node; Enterprise custom | No public pricing; 14 day free trial with no credit card | Not public; quoted through enterprise sales and channel partners, scoped to environment size and finding volume | Free 30 day trial on AWS Marketplace; usage based pricing metered in tokens, with no published rates | Not published; no pricing page for the Cased Platform or Cased CD Enterprise | Free Forever tier; Pay As You Go $0.30 per GB of metrics, logs and traces; BYOC custom | Contact sales (enterprise) | AI SRE sits in the Enterprise plan as an Operations module; contact sales | Free (30 investigations a month, self serve); Enterprise custom | Contact sales / book a demo (enterprise) | Contact sales; enterprise with on-premise option | Free 14 day trial with a written risk exposure assessment; Security Teams and Enterprise plans by yearly subscription, prices on request | Price not readable on the homepage; plan inclusions and a 14 day money back guarantee are listed | No public pricing |
|
Pricing confidence How public the numbers are |
Public, partial | Contact only | Public, exact | Contact only | Contact only | Public, partial | Public, exact | Public, exact | Contact only | Contact only | Public, partial | Public, partial | Contact only | Public, partial | Contact only | Public, exact | Public, exact | Public, exact | Contact only | Contact only | Public, exact | Public, exact | Contact only | Public, exact | Contact only | Contact only | Contact only | Contact only | Public, exact | Contact only | Contact only | Public, partial | Contact only | Contact only | Public, partial | Contact only | Contact only |
|
Billing Primary billing axis |
credits (shared pool across AI tokens and storage), seats provision credits | Not published; enterprise production-support platform. | Monthly plan with investigation credits (Startup), plans sized for 20 to 200 engineers (Business), custom Enterprise | agent_runs | Platform fee plus AI tokens (Starter); extended tokens and invocations (Enterprise) | Annual plan by tier, sized by AI Teammate profiles, advanced and fast model token allowances, concurrent tasks, integrated accounts, local runners, scheduled tasks and webhooks | Per assistant (AI-SRE, AI-FinOps or both) by tier sized to the number of clouds or clusters, quoted monthly on an annual contract; models are the customer's own or a managed flat fee option | Per user per month with a credit allowance per user; pooled credits on Enterprise | Credits per agent run (investigation, analyst and cluster runs; triage included; discovery per 10 runs), alerts unlimited | Enterprise engagements available directly and via AWS Marketplace, where recurring usage fees appear on the AWS bill. | annual license scaled by infrastructure size, with no usage or per seat fees | Per user per month on Professional; annual platform fee with seats and Signal Intelligence Events on the PD Reliability Platform tiers; AI actions included on platform tiers, PagerDuty Advance an add on for Professional | Credits per unit of work (chats and tasks, investigations, incidents, triages), costs defined in the contract | Seats (per user per month) for Incident Response and On-Call; Enterprise tiers and AI SRE custom | enterprise contract | Monthly credit plans; change verification and investigation 10 credits each, chat 1 credit per minute; Enterprise on a custom annual credit pool | seats (per user per month), tiered plus on call add on | Annual self hosted license by ticket and chat volume; one time PoC; outcome based contracts for unlimited sessions | Not published for the direct offering; the AWS Marketplace listing for AppFactor Core prices contracts by endpoint capacity. | Enterprise engagements scoped to environment size and workloads; self hosted install with provisioned credentials. | Responder licenses per month, monitors in packs, telemetry per GB or in bundles, AI SRE per million tokens | Monthly by service count on Professional (up to 500 services); Enterprise on a custom plan | Custom plan by fleet size, infrastructure and team needs; the customer's own GPU and cloud costs are separate | Per node per month, with data overage per GB above 100 GB per node; LLM usage passed through at cost | Not published | not published | Usage metered in tokens for resources monitored and agent work, through AWS Marketplace, plus the customer's own Bedrock model and AWS infrastructure costs | Not published | Per GB ingested, plus RUM sessions, synthetic checks and browser test runs; OpsAI root cause and fixes in tokens | — | — | Investigations per month on Free; custom Enterprise contract | — | — | yearly plan tier, scoped by cloud projects and code integrations | — | — |
|
Variable cost Workload / overage exposure |
High variable cost | High variable cost | Medium variable cost | Medium variable cost | High variable cost | Medium variable cost | Low variable cost | Medium variable cost | Medium variable cost | High variable cost | Low variable cost | Medium variable cost | Medium variable cost | Low variable cost | Low variable cost | Medium variable cost | Low variable cost | Medium variable cost | Medium variable cost | High variable cost | Medium variable cost | Low variable cost | Medium variable cost | Medium variable cost | High variable cost | Medium variable cost | High variable cost | Medium variable cost | High variable cost | High variable cost | High variable cost | Medium variable cost | High variable cost | High variable cost | Low variable cost | High variable cost | High variable cost |
|
Free tier / trial Try before you buy |
Free tierTrial
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No free tier
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No free tierTrial
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No free tier
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No free tierTrial
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No free tier
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Free tier
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No free tierTrial
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No free tierTrial
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No free tier
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No free tierTrial
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Free tierTrial
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No free tierTrial
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No free tierTrial
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Free tier
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No free tier
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No free tier
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No free tier
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Free tier
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No free tierTrial
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No free tier
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Free tier
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No free tierTrial
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No free tierTrial
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No free tierTrial
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No free tier
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Free tier
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No free tier
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No free tierTrial
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Free tier
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No free tier
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No free tier
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No free tierTrial
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No free tier
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No free tier
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|
Buying motion Self-serve vs sales call |
Mixed | Sales call | Mixed | Sales call | Sales call | Mixed | Mixed | Mixed | Sales call | Sales call | Sales call | Mixed | Sales call | Sales call | Sales call | Mixed | Mixed | Sales call | Sales call | Sales call | Self-serve | Mixed | Sales call | Mixed | Mixed | Sales call | Mixed | Sales call | Mixed | Sales call | Sales call | Mixed | Sales call | Sales call | Sales call | Mixed | Sales call |
Capability matrix (37 vendors)
14 buyer-facing capabilities · researched from public sources
| Vendor | Coverage | Integrations & Tool Calling | Workflow Orchestration | Knowledge Grounding & RAG | Human Oversight & Guardrails | Security, Identity & Governance | Observability & Auditability | Memory & State Persistence | Deployment & Data Residency | Prebuilt Agents, Templates & Packs | Triggers & Channel Coverage | Model Flexibility & Routing | APIs, SDKs & MCP Extensibility | Testing, Debugging & Optimization | Browser & Computer Use |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12.0 / 14 | Full | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Full | Partial | No | |
| 11.5 / 14 | Full | Full | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | No | No | |
| 11.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Partial | Full | Full | Full | Partial | No | |
|
I
Itential
|
11.5 / 14 | Full | Full | Partial | Full | Full | Full | No | Full | Full | Full | Full | Full | Full | No |
|
K
Komodor
|
11.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Full | Partial | Partial | No |
|
K
Kubiya
|
11.5 / 14 | Full | Full | Full | Partial | Full | Full | Partial | Full | Full | Full | Full | Full | Partial | No |
|
N
NudgeBee
|
11.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Full | Partial | Partial | No |
|
T
TierZero
|
11.5 / 14 | Full | Full | Partial | Full | Full | Full | Full | Full | Full | Full | No | Full | Full | No |
|
N
NeuBird
|
11.0 / 14 | Full | Partial | Partial | Full | Full | Full | Partial | Full | Partial | Full | Full | Full | Full | No |
| 10.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Partial | Full | No | Full | Partial | No | |
|
H
Hyground
|
10.5 / 14 | Full | Full | Partial | Full | Full | Full | No | Full | Partial | Full | Full | Partial | Partial | Partial |
| 10.5 / 14 | Full | Full | Full | Full | Full | Partial | Partial | Full | Full | Full | No | Full | Partial | No | |
| 10.5 / 14 | Full | Full | Full | Full | Full | Full | No | Partial | Full | Full | No | Full | Full | No | |
|
R
Rootly
|
10.5 / 14 | Full | Full | Full | Partial | Full | Full | Full | No | Full | Full | Partial | Full | Partial | No |
| 10.5 / 14 | Full | Partial | Full | Full | Full | Partial | Full | Full | Partial | Full | Full | Full | No | No | |
|
C
Cleric
|
10.0 / 14 | Full | Partial | Partial | Partial | Full | Full | Full | Full | Partial | Full | Partial | Full | Partial | No |
| 10.0 / 14 | Full | Full | Partial | Full | Full | Full | Partial | No | Full | Full | Partial | Full | Partial | No | |
|
R
RunWhen
|
10.0 / 14 | Full | Full | Full | Partial | Partial | Partial | No | Full | Full | Full | Full | Full | Partial | No |
| 9.5 / 14 | Full | Full | Full | Full | Full | Full | No | Full | Full | Full | No | No | Partial | No | |
|
A
Avesha
|
9.5 / 14 | Full | Full | Partial | Partial | Partial | Partial | Partial | Full | Full | Full | Full | Partial | Partial | No |
| 9.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Partial | Partial | Full | No | Full | No | No | |
|
C
Causely
|
9.5 / 14 | Full | Partial | Full | Full | Full | Full | No | Full | Full | Full | No | Full | No | No |
|
C
Chamber
|
9.5 / 14 | Full | Partial | Partial | Full | Full | Full | Partial | Full | Partial | Full | No | Full | Partial | No |
|
M
Metoro
|
9.0 / 14 | Full | Full | Full | Full | Full | Partial | No | Full | Partial | Full | No | Full | No | No |
|
A
Anyshift
|
8.5 / 14 | Full | Partial | Full | Full | Full | Partial | Partial | No | Partial | Full | No | Full | Partial | No |
| 8.5 / 14 | Full | Full | Full | Partial | Partial | Partial | No | Full | Full | Full | No | Full | No | No | |
|
A
AlertD
|
8.0 / 14 | Partial | Partial | Full | Partial | Partial | Partial | No | Full | Full | Full | Full | Partial | No | No |
|
C
Cased
|
8.0 / 14 | Full | Partial | Partial | Partial | Full | Full | No | Partial | Full | Full | No | Full | No | No |
| 8.0 / 14 | Full | Partial | Full | Full | Full | Partial | No | Full | Partial | Full | No | Partial | No | No | |
| 7.5 / 14 | Full | Full | Full | Partial | Full | Partial | No | No | Partial | Full | No | Partial | Partial | No | |
|
H
Harness
|
7.5 / 14 | Full | Full | Full | Full | Full | Partial | No | No | Partial | Full | No | Partial | No | No |
| 7.5 / 14 | Partial | Full | Full | Partial | Full | Partial | Partial | Full | Partial | Full | No | No | No | No | |
|
S
SRE.ai
|
7.5 / 14 | Full | Full | Partial | Full | Partial | Full | No | Unknown | Full | Full | No | No | Partial | No |
| 7.5 / 14 | Partial | Full | Partial | Partial | Partial | Full | No | Full | Partial | Full | No | No | Full | No | |
| 7.0 / 14 | Full | Full | Full | Partial | Partial | Partial | No | No | Full | Partial | No | No | Full | No | |
|
P
Parity
|
6.5 / 14 | Partial | Full | Partial | Partial | Partial | Partial | No | Full | No | Full | Full | No | No | No |
|
K
Kura
|
2.0 / 14 | Partial | Partial | Partial | No | No | No | No | No | No | Partial | No | No | No | No |
Full / Explicit= Confirmed supportedPartial= Partial / limitedNo / Not documented= Not publicly documented as first-classUnknown / Unspecified= Not verified in public sources
Head to head comparisons (48)
- Cleric vs Resolve AI
- Resolve AI vs Traversal
- Cleric vs Traversal
- NeuBird vs Resolve AI
- Cleric vs NeuBird
- incident.io vs Rootly
- incident.io vs PagerDuty
- PagerDuty vs Rootly
- incident.io vs Resolve AI
- Causely vs Cleric
- NeuBird vs Traversal
- Avesha vs NudgeBee
- PagerDuty vs Traversal
- Rootly vs Traversal
- Komodor vs Metoro
- Komodor vs Parity
- Doctor Droid vs Sherlocks.ai
- Cleric vs Wild Moose
- Hyground vs Traversal
- Anyshift vs Bluebricks
- Better Stack vs incident.io
- Kubiya vs RunWhen
- Metoro vs Middleware
- AlertD vs Kura
- Chamber vs Ciroos AI
- Harness vs SRE.ai
- Cased vs Harness
- Resolve AI vs Wild Moose
- Resolve AI vs TierZero
- Avesha vs Resolve AI
- Causely vs Resolve AI
- Cleric vs TierZero
- TierZero vs Wild Moose
- Sherlocks.ai vs Wild Moose
- Causely vs NeuBird
- Causely vs Traversal
- Anyshift vs Causely
- Anyshift vs Doctor Droid
- Doctor Droid vs NudgeBee
- NudgeBee vs RunWhen
- Komodor vs NudgeBee
- NudgeBee vs TierZero
- Avesha vs Komodor
- Hyground vs Komodor
- Avesha vs Hyground
- Better Stack vs Rootly
- Hyground vs Resolve AI
- NeuBird vs TierZero