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Index › Products › SaltStack · October 2026 Edition
3 categories · Ranked

SaltStack

30Judge labels
1First choices
20Negative labels
11 / 14Models named it
3Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
2% in API security for mid-market buyers
Rank 22 of 93 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 60% of its 5 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In api security · 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 SaltStack 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
API security platformsSecurity operations2%22 of 9360%5under 10 labels · led by Aikido Security at 12%
Infrastructure as codeCloud and infrastructure0%57 of 5975%8under 10 labels · led by Terraform at 57%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Patch managementIT operations and endpoint0%73 of 85100%1under 10 labels · led by ManageEngine Patch Manager Plus at 29%newNew since September 2026: not ranked then, 0% now.

Movement

This is the first edition on this tier, so no move can be computed for SaltStack 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 SaltStack across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00011
Grok 4.2010023
Mistral Small00101
DeepSeek V4 Flash01012
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200033
GLM 4.7 FlashX00011
MiniMax M2.500011
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
Direct0 labelsNone
Paraphrase3 labelsNone
Comparative6 labelsNone
Budget-constrained2 labelsNone
Scale-constrained4 labels1
Negative15 labelsNone
First choiceAlternativeMentionNegative30 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.

“Shortlist 3-5 Vendors: Salt Security, Traceable AI, Wallarm, Akamai, F5/Imperva (strong for WAAP), Cloudflare (edge/value).” Grok 4.20 · API security · scale prompt · first choice
“Salt Security | Best-in-class shadow API discovery, ML behavioral detection, enterprise scale | Detection-only (no inline blocking), premium pricing” DeepSeek V4 Flash · API security · scale 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.

“SaltStack ⚠️ DECLINING MINDSHARE ... Tools to AVOID or Approach with Extreme Caution” Kimi K2 · IaC · negative prompt · hard negative
“using them to provision cloud-native resources ... is a massive anti-pattern” Gemini 3.5 Flash · IaC · negative prompt · hard negative
“SaltStack (older versions) → update or migrate. | SaltStack (old versions).” GLM 4.7 FlashX · IaC · negative prompt · hard negative
“Why NOT the "Big Three" (Salt, Noname/Akamai, Traceable)?” Kimi K2 · API security · paraphrase prompt · hard negative

Named alongside

The products named in the same answers as SaltStack, over the 30 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SaltStack was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Ansible20 of 302Not among the top eight
Pulumi19 of 302Not among the top eight
Terraform18 of 308Not among the top eight
Puppet18 of 300Not among the top eight
Chef17 of 300Not among the top eight
AWS CloudFormation16 of 300Not among the top eight
OpenTofu14 of 308Not among the top eight
Azure Bicep13 of 300Not among the top eight
AWS CDK11 of 300Not among the top eight
Crossplane7 of 300Not 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 SaltStack. 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 30 of the 30 answers that named SaltStack and are not a share of its labels.

Domains cited

pulumi.com12
spacelift.io11
checkthat.ai9
guideflow.com9
claranet.com8
radware.com8
ciopages.com7
escape.tech7
facets.cloud7
gartsolutions.com7

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

Pages cited

Pages are listed as the models cited them.

Search and answers

Where SaltStack 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
1,300 a month (“saltstack”)
AI search demand for its name, est.
244 a month
Its own site
No site of its own on file, so no site figures

In answers

This edition
Share of first choices
2%
rank 22 of 93 in API security
Segment leader
12%
Aikido Security
First choices
1 across its categories
Named in
30 answers
Its own site cited
No site on file to match

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 SaltStack

What the judge wrote, as written, with how often. The vendor table decides that these count as SaltStack; a claim can dispute any of them.
Salt 5

Follow SaltStack

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.

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

  • where SaltStack 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 SaltStack, 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.