IT AI Index
Index Vendors › Spacelift · September 2026 Edition
3 categories · Ranked

Spacelift

44Judge labels
4First choices
1Negative labels
10 of 12Models named it
3Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
7% in IaC for enterprise buyers
Rank 10 of 46 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 10% of its 10 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In iac · 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 Spacelift 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 rateLabelsQuadrant
Infrastructure as codeCloud and infrastructure0%10 of 4610%10accepted challenger
CI/CD platformsDeveloper platform0%32 of 450%1under 10 labels · led by GitHub Actions at 65%
Cloud cost managementCloud and infrastructure0%48 of 790%1under 10 labels · led by Vantage at 54%

Movement

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

By model

How each model treated Spacelift across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500202
GPT-5.4 mini00000
Gemini 3.5 Flash03014
Perplexity Sonar01102
Grok 4.1 Fast00101
Mistral Small00101
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K200000
GLM 4.7 FlashX00101
MiniMax M2.500000

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
Direct6 labelsNone
Paraphrase8 labelsNone
Comparative12 labelsNone
Budget-constrained8 labels4
Scale-constrained8 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative44 labels in all, every segment counted; 4 of the 4 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.

“you will likely need a third-party framework (like Spacelift, env0, or Scalr) to manage state, access control (RBAC), and run pipelines securely” Gemini 3.5 Flash · IaC · direct prompt · alternative
“you will evaluate alternative platforms like Spacelift, env0, or Scalr” Gemini 3.5 Flash · IaC · scale prompt · alternative
“consider env0 or Spacelift as the orchestration/governance layer” Perplexity Sonar · IaC · paraphrase prompt · alternative
“Using a third-party manager like Spacelift or env0” Gemini 3.5 Flash · IaC · paraphrase 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.

“To avoid paying for expensive SaaS management platforms (like Terraform Cloud or Spacelift)” Gemini 3.5 Flash · IaC · budget prompt · soft negative

Named alongside

The products named in the same answers as Spacelift, over the 44 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Spacelift was named but was not.
ProductSame answerTook the first choice insteadHead to head
Terraform41 of 4424Not in the top three
Pulumi39 of 448Not in the top three
OpenTofu36 of 4418Not in the top three
Crossplane21 of 441Not in the top three
env020 of 441Not in the top three
AWS CloudFormation20 of 440Not in the top three
AWS CDK18 of 440Not in the top three
Ansible16 of 441Not in the top three
Scalr16 of 440Not in the top three
Azure Bicep11 of 440Not in the top three
A head-to-head page exists where both products are in a category's top three. 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 Spacelift. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 31 of the 44 answers that named Spacelift and are not a share of its labels.

Domains cited

pulumi.com22
spacelift.ioYour site21
apiiro.com20
guideflow.com15
firefly.ai13
cortex.io12
facets.cloud12
checkthat.ai11
devopsplatforms.com10
sentinelone.com10

125 of the 146 domain citations in answers naming Spacelift came from somebody else's page.

Pages cited

Pages are listed as the models cited 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 Spacelift'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 Spacelift, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at spacelift.io is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.

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