AI Indexes
IT AI Index
Index › Products › Harness FME · October 2026 Edition
Harness · 1 category · Ranked

Harness FME

22Judge labels
0First choices
1Negative labels
10 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
0% in Feature flags for enterprise buyers
Rank 10 of 35 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 0% of its 8 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In feature flags · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Harness FME for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Feature flagsDeveloper platform0%10 of 350%8under 10 labels · led by Flagsmith at 25%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.

Movement

Since September 2026, Harness FME held within the floor in its one category: no change cleared 11 points.

Best category · Feature flags · by segment

Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 31 → 10 of 30
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 12 → 11 of 33
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 11 of 32, unchanged

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Feature flags0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 12 → 10 of 35

Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.

The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions

By model

How each model treated Harness FME across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash01102
Perplexity Sonar00101
Grok 4.2000000
Mistral Small00101
DeepSeek V4 Flash00000
Llama 4 Maverick01001
Qwen 3.7 Flash00000
Kimi K200101
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00101

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct5 labelsNone
Paraphrase1 labelNone
Comparative9 labelsNone
Budget-constrained2 labelsNone
Scale-constrained4 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative22 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Harness FME excels for companies already using the Harness CI/CD ecosystem” Gemini 3.5 Flash · Feature flags · scale prompt · alternative
“Other options to consider are Harness Fme (split) and Kameleoon” Llama 4 Maverick · Feature flags · budget prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

No model argued against it.

Named alongside

The products named in the same answers as Harness FME, over the 22 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Harness FME was named but was not.
ShowHide
ProductSame answerTook the first choice insteadHead to head
LaunchDarkly20 of 2216Not among the top eight
Flagsmith18 of 222Not among the top eight
Unleash18 of 222Not among the top eight
Statsig16 of 221Not among the top eight
GrowthBook13 of 222Not among the top eight
ConfigCat9 of 221Not among the top eight
Split7 of 220Not among the top eight
DevCycle5 of 220Not among the top eight
Optimizely Feature Experimentation4 of 220Not among the top eight
PostHog Feature Flags4 of 220Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Harness FME. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 21 of the 22 answers that named Harness FME and are not a share of its labels.

Domains cited

growthbook.io15
flagsmith.com14
harness.ioYour site13
guptadeepak.com11
statsig.com9
getunleash.io7
configcat.com6
guideflow.com6
launchdarkly.com6
linkedin.com6

Eighty of the ninety-three domain citations in answers naming Harness FME came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

harness.io is not in Google's top ten for any of the category's searches. In the answers, Harness FME takes 0% of first choices and Flagsmith takes 25%.
ShowHide

In search

Google, US estimates
Position for “feature flag platform”
–
not in the top ten
Position for “feature flag platforms”
–
not in the top ten
Searches for its name, Google
70 a month (“harness fme”)
AI search demand for its name, est.
1 a month
Its company's site
harness.io shared with Harness's other products; the figures are the site's
Organic visits to its site
about 86,302 a month
Searches its site ranks for
11,466 · 746 in the top three
Sites linking to it
6,641
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
12 ads · 5 video, 4 text, 3 image · 6 shown in the last 30 days

First shown August 2025, as Harness. Inc., verified. Ads started 2025-10 to 2026-09: 10 in the year, 2 before. 6 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 10 of 35 in feature flags
Segment leader
25%
Flagsmith
First choices
0 across its categories
Named in
22 answers
Its own site cited
in 21 of the answers that named it

Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Names read as Harness FME

What the judge wrote, as written, with how often. The vendor table decides that these count as Harness FME; a claim can dispute any of them.
Harness FME (Split) 2Harness FME/formerly Split 1Harness Feature Management 1Harness Feature Management & Experimentation 1Harness Feature Management & Experimentation (formerly Split.io) 1Harness Fme (split) 1

Follow Harness FME

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Harness is the company behind Harness FME.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
offers clear, consistent pricing, powerful experimentation, and advanced feature management
Price stated
clear, consistent pricing; 6 months free; free professional services; subscribe for 12 months harness.io/demo/switch-to-fme
Free plan or trial
6 months free harness.io/demo/switch-to-fme
Customers named
Adobe WorkfrontADP
Not stated on the pages read
Starting price, integrations, certifications, hosting

What Harness FME's own pages state, read September 28, 2026: harness.io/demo/switch-to-fme, harness.io/comparison-guide/datadog-vs-harness-fme, harness.io/comparison-guide/amplitude-vs-harness-fme, harness.io/resources/better-together-with-harness-fme, community.harness.io/t/how-do-i-get-started-with-harness-fme/686. A claimed page can correct any of them.

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Harness FME's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Harness FME, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Harness FME by email, built from the raw record of the edition. It shows:

  • where Harness FME is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name Harness FME, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.
The subscriber app

A verification link goes to your work email; an address at harness.io is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.