5 categories · RankedHarness
Harness is a software delivery platform used for CI/CD and feature flags, aimed at enterprise-scale teams · harness.io ↗
Why models recommend it
“Evaluate Harness or TeamCity when enterprise approvals, release controls, and complex delivery workflows outweigh platform simplicity.”Perplexity Sonar · Comparative question · alternative
“Choose Split/Harness if experimentation is the core use case and you're comfortable with a more enterprise-oriented tool”GPT-5.4 mini · Paraphrase question · alternative
“*Vendors to watch:* Harness (spincycle.io), Humanitec, Compass (by Cloudbees/VMware), Stackhero.”Qwen 3.7 Flash · Scale-constrained question · alternative
“Harness or Octopus Deploy *(Best for Complex, Multi-Tenant or Hybrid CD)*”Gemini 3.5 Flash · Direct question · alternative
What gives them pause
“More niche—good for CI/CD-focused or Kubernetes-heavy environments but less holistic as full IDPs.”Grok 4.20 · Direct question · warning
Also on the shortlist
The products named in the same answers as Harness, over the 101 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 56 | 18 | View → | |
| 51 | 20 | View → | |
| 48 | 0 | View → | |
| 46 | 3 | View → | |
| 31 | 13 | View → | |
| 31 | 0 | View → | |
| 28 | 0 | View → | |
| 26 | 0 | View → | |
| 23 | 0 | View → | |
| 20 | 2 | View → |
What the models named instead of Harness →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Harness's own site, not checked by Gane.
- For
- enterprise scale
- Price stated
- One free tier, one all-in-one bundle, and one fully modular plan. No hidden fees, no per-pipeline charges.
- Starting price
- 0
- Free plan or trial
- Try the full platform free. No module restrictions, no credit card.
- Certifications
- SOC 2 Type II, ISO 27001, GDPR, DORA, NIS2, ISO 27017
- Hosting
- AWS, Azure, Google Cloud, On-Premise Infrastructures, private cloud setups
- Customers named
- Morningstar, United Airlines, Citi, Citibank, PlayQ, DigiCert, ADP, Speedway Motors
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 83 of the 101 answers that named Harness and are not a share of its labels.
Domains cited
149 of the 176 domain citations in answers naming Harness came from a third party's page. Fourteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 2 | 0 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 4 | 1 | 6 |
| Mistral Small | 0 | 0 | 4 | 0 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 2 | 0 | 4 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 3 | 0 | 3 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 944 | 169 | 2026-09-28 | Feature flags, FinOps | |
| News or press | 146 | 21 | 2026-08-14 | FinOps, Feature flags | |
| Comparison | 128 | 49 | 2026-09-28 | FinOps, Feature flags | |
| Glossary or explainer | 121 | 54 | 2026-09-21 | FinOps, IaC | |
| Case study | 84 | 58 | 2026-09-28 | Feature flags, FinOps | |
| Conference or event | 84 | 6 | 2026-10-26 | ||
| Template or tool | 77 | 11 | 2026-09-28 | ITSM | |
| Webinar or virtual event | 32 | 4 | 2026-10-14 | Feature flags | |
| Report or ebook | 25 | 13 | 2026-09-16 | Feature flags |
Events in person
- September 24, 2026{unscripted} London Executive Lunch 2026The Library Room, Convene Sancroft, St Paul's, London · hosted
- September 23, 2026{unscripted} 2026 London Partner Forum DinnerGaucho City of London 1 Bell Inn Yard, London EC3V 0BL, United Kingdom, London, United Kingdom · hosted
- September 15, 2026{unscripted} 2026 Chicago Partner Forum BreakfastBeatrix 834 W Fulton Market, Chicago, IL 60607, Chicago · hosted
As the event pages on harness.io state them, read September 28, 2026.
How it is countedHide how it is counted
Every page harness.io exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.