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Index › Products › Configure8 · October 2026 Edition
1 category · Ranked

Configure8

17Judge labels
1First choices
0Negative labels
7 / 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 Developer portals for mid-market buyers
Rank 9 of 52 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 0% of its 10 labels there were negative.
What the models named instead of Configure8 →
By buyer segmentRead the same way at every buyer size.
In developer portals · 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 Configure8 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
Internal developer portalsDeveloper platform0%9 of 520%10accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Configure8 yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Configure8 across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast01001
Mistral Small01001
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K203003
GLM 4.7 FlashX01001
MiniMax M2.502002
GPT-6 Luna00000
Muse Glimmer 30B01001

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
Paraphrase0 labelsNone
Comparative4 labelsNone
Budget-constrained3 labelsNone
Scale-constrained3 labels1
Negative2 labelsNone
First choiceAlternativeMentionNegative17 labels in all, every segment counted; 1 of the 1 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.

“Configure8 is ranked #2 of 27 in itechguides 2026: a broad internal developer portal with no-code actions” Muse Glimmer 30B · Developer portals · comparative prompt · alternative
“Configure8 is a strong contender to watch due to its feature-rich free tier and competitive pricing.” Qwen 3.7 Flash · Developer portals · direct prompt · alternative
“Other budget-friendly options include configure8 and Harness Internal Developer Portal” Mistral Small · Developer portals · budget prompt · alternative
“Choose configure8 if governance, scorecards, and enterprise scalability are priorities” MiniMax M2.5 · Developer portals · comparative 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 Configure8, over the 17 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Configure8 was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Backstage14 of 176Not among the top eight
Port11 of 178Not among the top eight
OpsLevel11 of 171Not among the top eight
Palo Alto Networks Cortex Cloud8 of 170Not among the top eight
Roadie6 of 171Not among the top eight
Atlassian Compass6 of 170Not among the top eight
Humanitec6 of 170Not among the top eight
Port.io4 of 171Not among the top eight
Cycloid4 of 170Not among the top eight
Harness IDP3 of 170Not 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 Configure8. 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 17 of the 17 answers that named Configure8 and are not a share of its labels.

Domains cited

gartner.com12
itechguides.com12
port.io12
dupple.com11
cycloid.io10
guideflow.com10
sourceforge.net7
guptadeepak.com6
opslevel.com6
platformengineering.org5

No domain is on file for Configure8, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

Search and answers

Where Configure8 stands in Google search beside where it stands in the models' answers.
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In search

Google, US estimates
Searches for its name, Google
20 a month (“configure8”)
AI search demand for its name, est.
0 a month
Its own site
No site of its own on file, so no site figures

In answers

This edition
Share of first choices
0%
rank 9 of 52 in developer portals
Segment leader
53%
Port
First choices
1 across its categories
Named in
17 answers
Its own site cited
No site on file to match

Search figures are US estimates from DataForSEO, read October 5, 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 Configure8

What the judge wrote, as written, with how often. The vendor table decides that these count as Configure8; a claim can dispute any of them.
configure8 4

Follow Configure8

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.

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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 Configure8'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 Configure8, 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 Configure8 by email, built from the raw record of the edition. It shows:

  • where Configure8 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 Configure8, 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 the vendor's own domain 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.