Agentic Index
Compare the best SRE and DevOps agents (2026)
This comparison scores all 36 SRE and DevOps agents across the same 14 agentic AI capabilities, researched from public sources. Kubiya shows the broadest documented coverage; see the full ranking for the ordered list.
This page compares 36 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 | K Kubiya |
N NudgeBee |
A AppFactor |
B Bluebricks |
H Hyground |
P PagerDuty |
A Avesha |
R RunWhen |
T TierZero |
S Seemplicity |
S Sherlocks.ai |
K Komodor |
W Wild Moose |
C Chamber |
D Doctor Droid |
i incident.io |
R Resolve AI |
R Rootly |
Z ZEST Security |
 Alertd |
 Anyshift |
 Better Stack |
 Metoro |
 Middleware |
 Ciroos AI |
 Harness |
 NeuBird |
 SRE.ai |
 Traversal |
 Phoebe |
 Kura |
 Parity |
 Causely |
 Cleric |
 Beeps |
 Cased |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Entry price Lowest public entry point |
Contact sales / marketplace (enterprise) | Free developer tier and a self host free forever option; paid production and enterprise tiers are priced on request, also available via the AWS and Azure marketplaces. | Subscription tiers described as AppFactor Core and AppFactor Premium, priced on usage metrics such as endpoints or applications; no public rates. | Enterprise pricing; not publicly listed (direct or AWS Marketplace) | Annual license priced by the size of your infrastructure, with no usage fees, per seat charges or costs; the specific rate is not published. | Free plan for small teams, then paid incident management from around twenty one dollars per user each month for Professional, with Business and Enterprise above it | Enterprise pricing; not publicly listed | Open-source Skills + free RunWhen Local; platform pricing not public | Contact sales (enterprise) | Not public; quoted through enterprise sales and channel partners, scoped to environment size and finding volume | Free (30 investigations/mo); paid from $500/month | Free trial available; paid pricing via sales | Contact sales; enterprise with on-premise option | A pricing page exists and the product is positioned as B2B SaaS, but specific plan prices were not captured; a demo and founder conversations are offered. | Open source (MIT) self-host free; cloud tier pricing not public | Free Basic tier; Team nineteen dollars per user monthly (fifteen annually); Pro twenty five; on call add on twelve to twenty dollars per user | Contact sales; enterprise contracts, no public rates | IR Essentials and On Call Essential twenty dollars per user monthly each; AI SRE contact sales | No public pricing; free trial in the customer's own environment and a free remediation assessment, with paid enterprise pricing through sales and availability on AWS Marketplace. | Free 30 day trial. Paid pricing is via AWS Marketplace and is not published; customers also bring their own LLM. | Contact sales (early stage) | From about $20 per user per month; free tier available | Free tier available; paid pricing not fully public | Usage based pricing; free 14-day trial, no credit card | Contact sales (enterprise) | Priced within the Harness platform; contact sales | Contact sales; enterprise contracts, no public rates | Contact sales / book a demo (enterprise) | Contact sales; enterprise contracts with on premise and bring your own model options | Contact sales (enterprise) | Contact founders (pilot / early stage) | Contact sales (early stage) | Contact sales; no public rates | Contact sales; mid market positioning, no public rates | $70 per active relay per month; no charge when idle | Cased CD, the continuous deployment dashboard, is open source and free to self host. Pricing for the hosted Agents, Telemetry, and API platform is not published. |
|
Pricing confidence How public the numbers are |
Contact only | Public, partial | Contact only | Contact only | Public, partial | Public, partial | Contact only | Public, partial | Contact only | Contact only | Public, exact | Contact only | Contact only | Public, partial | Public, partial | Public, exact | Contact only | Public, partial | Public, partial | Contact only | Contact only | Public, partial | Public, partial | Public, partial | Contact only | Contact only | Contact only | Contact only | Contact only | Contact only | Contact only | Contact only | Contact only | Contact only | Public, exact | Public, partial |
|
Billing Primary billing axis |
— | Open source core free; paid production and enterprise tiers by subscription (sales or marketplace) | usage metrics such as endpoints or applications across Core and Premium tiers | 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 for incident management tiers, with AI agents metered via a credit model | Enterprise engagements scoped to environment size and workloads; self hosted install with provisioned credentials. | — | — | enterprise subscription scoped to assets, scanners, and finding volume | — | — | — | B2B SaaS (pricing page exists; figures not captured); customer bears own GPU cost | — | seats (per user per month), tiered plus on call add on | enterprise contract | seats (per user per month) for IR and On Call; AI SRE custom | enterprise platform license, likely scoped to the cloud estate | Platform subscription plus pass through model inference (bring your own LLM) and AWS infrastructure costs. | — | seats | — | usage (data volume) | — | — | enterprise contract | — | enterprise contract | — | — | — | enterprise contract | enterprise contract | active relays | Open source CD component free; hosted agent platform pricing not published. |
|
Variable cost Workload / overage exposure |
High variable cost | Medium variable cost | Medium variable cost | High variable cost | Low variable cost | Medium variable cost | High variable cost | Low variable cost | High variable cost | Medium variable cost | Medium variable cost | High variable cost | High variable cost | Medium variable cost | Low variable cost | Low variable cost | Low variable cost | Low variable cost | Low variable cost | High variable cost | High variable cost | Low variable cost | Medium variable cost | High variable cost | High variable cost | High variable cost | Low variable cost | High variable cost | Low variable cost | High variable cost | High variable cost | High variable cost | Low variable cost | Low variable cost | Medium variable cost | Medium variable cost |
|
Free tier / trial Try before you buy |
No free tierTrial
|
Free tierTrial
|
No free tier
|
No free tier
|
No free tierTrial
|
Free tierTrial
|
No free tier
|
Free tierTrial
|
No free tier
|
No free tierTrial
|
Free tierTrial
|
No free tierTrial
|
No free tier
|
No free tier
|
Free tierTrial
|
Free tierTrial
|
No free tierTrial
|
Free tierTrial
|
No free tierTrial
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No free tierTrial
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No free tierTrial
|
Free tierTrial
|
Free tierTrial
|
No free tierTrial
|
No free tier
|
No free tierTrial
|
No free tierTrial
|
No free tier
|
No free tierTrial
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No free tier
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No free tierTrial
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No free tierTrial
|
No free tier
|
No free tier
|
Free tierTrial
|
Free tier
|
|
Buying motion Self-serve vs sales call |
Mixed | Sales call | Sales call | Sales call | Sales call | Mixed | Sales call | Mixed | Sales call | Sales call | Self-serve | Sales call | Sales call | Sales call | Mixed | Mixed | Sales call | Sales call | Sales call | Mixed | Mixed | Self-serve | Mixed | Self-serve | Sales call | Sales call | Sales call | Sales call | Sales call | Sales call | Sales call | Mixed | Sales call | Sales call | Self-serve | Mixed |
Capability matrix (36 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
K
Kubiya
|
12.0 / 14 | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Full | Full | Full | Partial | No |
|
N
NudgeBee
|
12.0 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Full | Full | Partial | No |
| 11.5 / 14 | Full | Full | Full | Full | Full | Full | Full | Full | Partial | Partial | Full | Partial | Full | No | |
| 11.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Partial | Full | Partial | No | |
|
H
Hyground
|
11.5 / 14 | Full | Full | Full | Full | Full | Full | Partial | Full | Full | Partial | Full | Full | Partial | No |
| 11.0 / 14 | Full | Full | Full | Full | Full | Full | Full | Partial | Full | Full | No | Full | Partial | No | |
|
A
Avesha
|
10.5 / 14 | Full | Full | Full | Partial | Partial | Full | Full | Full | Full | Full | No | Full | Partial | No |
|
R
RunWhen
|
10.5 / 14 | Full | Full | Full | Full | Partial | Partial | Partial | Full | Full | Full | Partial | Full | Partial | No |
|
T
TierZero
|
10.5 / 14 | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Full | No | Partial | Partial | No |
| 10.0 / 14 | Full | Full | Full | Full | Full | Full | Partial | Partial | Full | Full | No | Partial | Partial | No | |
| 10.0 / 14 | Full | Full | Full | Full | Full | Partial | Full | Full | Full | Full | No | No | Partial | No | |
|
K
Komodor
|
9.5 / 14 | Full | Full | Full | Partial | Full | Full | Partial | Partial | Full | Full | No | Partial | Partial | No |
| 9.5 / 14 | Full | Full | Full | Full | Full | Partial | Full | Full | Partial | Full | No | No | Partial | No | |
|
C
Chamber
|
9.0 / 14 | Full | Full | Partial | Partial | Full | Full | Partial | Full | Partial | Partial | No | Full | Partial | No |
| 9.0 / 14 | Full | Full | Full | Partial | Partial | Partial | No | Full | Full | Full | No | Full | Partial | No | |
| 9.0 / 14 | Full | Full | Partial | Full | Full | Full | Partial | Partial | Full | Full | No | Partial | No | No | |
| 9.0 / 14 | Full | Full | Full | Partial | Full | Partial | Partial | Partial | Full | Full | No | Full | No | No | |
|
R
Rootly
|
9.0 / 14 | Full | Full | Partial | Full | Full | Partial | Partial | Partial | Full | Full | No | Full | No | No |
| 9.0 / 14 | Full | Full | Full | Full | Full | Partial | Partial | Partial | Full | Partial | No | No | Full | No | |
|
A
Alertd
|
8.5 / 14 | Full | Partial | Partial | Full | Full | Full | Partial | Full | Partial | Partial | Full | No | No | No |
|
A
Anyshift
|
8.5 / 14 | Full | Full | Full | Full | Partial | Partial | Partial | Partial | Partial | Full | No | Partial | Partial | No |
| 8.5 / 14 | Full | Full | Full | Full | No | Full | Partial | Partial | Partial | Full | No | Full | No | No | |
|
M
Metoro
|
8.5 / 14 | Full | Full | Full | Full | Partial | Full | Partial | Partial | Partial | Full | No | No | Partial | No |
| 8.5 / 14 | Full | Full | Full | Partial | Full | Full | No | Partial | Partial | Full | No | Partial | Partial | No | |
| 8.0 / 14 | Full | Full | Full | Full | Partial | Partial | No | Partial | Partial | Full | No | Full | No | No | |
|
H
Harness
|
8.0 / 14 | Full | Full | Full | Full | Partial | Partial | Partial | Partial | Partial | Full | No | Partial | No | No |
|
N
NeuBird
|
8.0 / 14 | Full | Partial | Full | Partial | Full | Partial | Partial | Partial | Partial | Full | Partial | Partial | No | No |
|
S
SRE.ai
|
8.0 / 14 | Full | Full | Full | Full | Partial | Partial | Partial | Partial | Partial | Partial | No | Partial | Partial | No |
| 8.0 / 14 | Full | Partial | Full | Partial | Full | Partial | Partial | Full | Partial | Full | Partial | No | No | No | |
|
P
Phoebe
|
7.5 / 14 | Full | Full | Full | Partial | Partial | Partial | Partial | Partial | Partial | Full | No | No | Partial | No |
|
K
Kura
|
7.0 / 14 | Full | Full | Full | Full | Partial | Partial | No | Partial | Partial | Partial | No | Partial | No | No |
|
P
Parity
|
7.0 / 14 | Full | Full | Full | Full | Partial | Partial | No | Partial | Partial | Full | No | No | No | No |
|
C
Causely
|
6.5 / 14 | Full | Partial | Full | Partial | Partial | Partial | Partial | Partial | Partial | Full | No | No | No | No |
|
C
Cleric
|
6.5 / 14 | Full | Partial | Partial | Full | Full | Partial | No | Partial | Partial | Full | No | No | No | No |
|
B
Beeps
|
6.0 / 14 | Full | Partial | Partial | Full | No | Partial | No | Partial | Partial | Full | No | Partial | No | No |
|
C
Cased
|
6.0 / 14 | Full | Partial | Partial | Partial | No | Full | No | Partial | Partial | Partial | No | Full | 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 (50)
- 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
- Beeps vs PagerDuty
- Kubiya vs RunWhen
- Metoro vs Middleware
- Alertd vs Kura
- Phoebe vs TierZero
- 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