Release Orchestration Tools
Tools that coordinate, schedule, and automate multi-stage release workflows, approvals, and rollbacks across environments.
Harness leads the Release Orchestration Tools category in AI responses
Harness is the most consistently-surfaced brand when users ask AI assistants about Release Orchestration Tools, but not to the point of monopolising the conversation. Octopus Deploy and a handful of others appear regularly, giving users a reasonable set of alternatives to compare. The top of this leaderboard is where most of the AI-driven traffic will go.
Brand Leaderboard All 40 Release Orchestration Tools brands ranked
Ranked by overall AI Visibility Score (smoothed geometric mean of LBA, Authority, and TOM with an LBA-based floor on Authority and TOM, see methodology). Click any brand for the full report.
| # | Brand | LBA | Authority | TOM | Overall |
|---|---|---|---|---|---|
| 1 |
 Harness
harness.io
|
76 | 74 | 100 | 83 |
| 2 |
 Octopus Deploy
octopus.com
|
84 | 63 | 94 | 79 |
| 3 |
 Microsoft
microsoft.com
|
86 | 54 | 76 | 71 |
| 4 |
 GitLab
gitlab.com
|
85 | 41 | 85 | 67 |
| 5 |
 GitHub
github.com
|
90 | 42 | 56 | 60 |
| 6 |
 Spinnaker
spinnaker.io
|
79 | 30 | 72 | 56 |
| 7 |
 Argo CD
argoproj.io
|
92 | 26 | 64 | 54 |
| 8 |
 Jenkins
jenkins.io
|
74 | 13 | 55 | 39 |
| 9 |
 CircleCI
circleci.com
|
91 | 9 | 19 | 27 |
| 10 |
 ServiceNow
servicenow.com
|
78 | 11 | 21 | 27 |
| 11 |
 Atlassian
atlassian.com
|
73 | 9 | 15 | 23 |
| 12 |
 LaunchDarkly
launchdarkly.com
|
91 | 9 | 10 | 22 |
| 13 |
 Flux CD
fluxcd.io
|
80 | 8 | 9 | 20 |
| 14 |
 Gearset
gearset.com
|
81 | 8 | 8 | 19 |
| 15 |
 Amazon
amazon.com
|
59 | 6 | 11 | 18 |
| 16 |
 CloudBees
cloudbees.com
|
74 | 7 | 7 | 18 |
| 17 |
 Codefresh
codefresh.io
|
72 | 7 | 7 | 18 |
| 18 |
 Copado
copado.com
|
75 | 8 | 8 | 18 |
| 19 |
 Liquibase
liquibase.com
|
76 | 8 | 8 | 18 |
| 20 |
 AutoRABIT
autorabit.com
|
68 | 7 | 7 | 17 |
| 21 |
 Digital.ai Release
digital.ai
|
68 | 7 | 7 | 17 |
| 22 |
 Armory
armory.io
|
64 | 6 | 6 | 16 |
| 23 |
 IBM
ibm.com
|
67 | 7 | 7 | 16 |
| 24 |
 Redgate
red-gate.com
|
64 | 6 | 6 | 16 |
| 25 |
R
RunMyJobs
runmyjobs.com
|
67 | 7 | 7 | 16 |
| 26 |
 Devtron
devtron.ai
|
62 | 6 | 6 | 15 |
| 27 |
 OpsMx
opsmx.com
|
61 | 6 | 6 | 15 |
| 28 |
 Flosum
flosum.com
|
57 | 6 | 6 | 14 |
| 29 |
 BMC Remedy
bmc.com
|
54 | 5 | 5 | 13 |
| 30 |
 Plutora
plutora.com
|
51 | 5 | 5 | 13 |
| 31 |
 CA Service Desk Manager
broadcom.com
|
49 | 5 | 5 | 12 |
| 32 |
 Enov8
enov8.com
|
47 | 5 | 5 | 12 |
| 33 |
 FlexDeploy
flexagon.com
|
48 | 5 | 5 | 12 |
| 34 |
 OpenText SMAX
opentext.com
|
41 | 4 | 4 | 11 |
| 35 |
 Clarive
clarive.com
|
28 | 3 | 3 | 8 |
| 36 |
 DeployHub
deployhub.com
|
30 | 3 | 3 | 8 |
| 37 |
 Morpheus
morpheusdata.com
|
30 | 3 | 3 | 8 |
| 38 |
 OpenMake Release Engineer
openmakesoftware.com
|
24 | 2 | 2 | 7 |
| 39 |
 RapidDeploy
midvision.com
|
16 | 2 | 2 | 5 |
| 40 |
 ReleaseIQ
releaseiq.io
|
2 | 0 | 2 | 1 |
How is this calculated? Methodology
Every brand in this leaderboard is scored against the same set of 305 shared Release Orchestration Tools prompts. The same prompts, same model, same iterations. So differences in scores reflect actual differences in AI visibility, not differences in measurement.
Overall AI Visibility Score
composite = ((LBA + 5)(Authority + 5)(TOM + 5))^(1/3) - 5. The floor keeps brands the model clearly recognises but doesn't yet recommend from collapsing to zero, while a single genuinely weak metric still pulls the composite down. Full methodology.
Shared industry prompts
Latent Brand Association (LBA)
quality × meta × stability × share × recognition × 100. Read the full LBA methodology →