IT AI Index
Index Vendors › Amazon S3 · September 2026 Edition
Amazon · 2 categories · Ranked

Amazon S3

169Judge labels
19First choices
53Negative labels
12 of 12Models named it
2Categories
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
30% in Object storage for enterprise buyers
Rank 3 of 46 in the mid-market standingaccepted challenger
5 of 12 models made it the first choice on the direct prompt; 23% of its 60 labels there were negative.
By buyer segmentStrongest at enterprise.
In object storage · 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 Amazon S3 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
Object storageCloud and infrastructure15%3 of 4623%60accepted challenger
Backup and disaster recoveryCloud and infrastructure0%104 of 12140%5under 10 labels · led by Veeam at 18%

Movement

This is the first edition on this tier, so no move can be computed for Amazon S3 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 Amazon S3 across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.521306
GPT-5.4 mini30317
Gemini 3.5 Flash01258
Perplexity Sonar20024
Grok 4.1 Fast12126
Mistral Small20103
DeepSeek V4 Flash11136
Llama 4 Maverick00202
Qwen 3.7 Flash22217
Kimi K213116
GLM 4.7 FlashX01405
MiniMax M2.520215

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
Direct34 labels14
Paraphrase21 labels4
Comparative33 labels18not counted in share
Budget-constrained25 labelsNone
Scale-constrained24 labels1
Negative32 labels4not counted in share
First choiceAlternativeMentionNegative169 labels in all, every segment counted; 19 of the 41 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.

“Choose AWS S3 if you need the broadest compatibility, have an existing AWS footprint, or require very granular control over storage tiers” Qwen 3.7 Flash · Object storage · comparative prompt · first choice
“Amazon S3 and Microsoft Azure Blob Storage are the top choices due to their scalability, security, and ecosystem integration.” Mistral Small · Object storage · direct prompt · first choice
“Choose Amazon S3 if you want the most mature platform, widest feature set, and strongest enterprise ecosystem.” GPT-5.4 mini · Object storage · comparative prompt · first choice
“For Enterprise/Critical Apps: Stick to AWS S3, but set up billing alerts immediately to monitor egress costs.” Qwen 3.7 Flash · Object storage · negative prompt · first choice

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.

“avoid for frequently changing data because they have 90-day and 180-day minimums, respectively” Perplexity Sonar · Object storage · negative prompt · hard negative
“What to avoid on a budget ... ~$23/TB/month plus ~$90/TB in egress fees” DeepSeek V4 Flash · Object storage · budget prompt · hard negative
“avoid standard AWS S3, Microsoft Azure, or Google Cloud for backup storage” Gemini 3.5 Flash · Backup and DR · budget prompt · hard negative
“4-10x more expensive | Avoid unless locked in” Grok 4.1 Fast · Object storage · budget prompt · hard negative

Named alongside

The products named in the same answers as Amazon S3, over the 165 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Amazon S3 was named but was not.
ProductSame answerTook the first choice insteadHead to head
Wasabi114 of 16514Not in the top three
Google Cloud Storage112 of 1650Not in the top three
Azure Blob Storage108 of 1652Not in the top three
MinIO59 of 1650Not in the top three
DigitalOcean Spaces54 of 1652Not in the top three
IBM Cloud Object Storage28 of 1651Not in the top three
Storj19 of 1650Not in the top three
Scality RING17 of 1652Not 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 Amazon S3. 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 118 of the 165 answers that named Amazon S3 and are not a share of its labels.

Domains cited

solved.scality.com61
mixpeek.com59
digitalocean.com43
gartner.com40
worldmetrics.org35
enterprisestorageforum.com34
backblaze.com33
cloudian.com32
aimultiple.com29
github.com28

394 of the 394 domain citations in answers naming Amazon S3 came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as Amazon S3

What the judge wrote, as written, with how often. The vendor table decides that these count as Amazon S3; a claim can dispute any of them.
AWS S3 31AWS S3 Standard 2Amazon S3 (AWS) 2Amazon S3 (Simple Storage Service) 2Glacier Deep Archive 2AWS 1AWS S3 Glacier 1AWS S3 Glacier Instant Retrieval 1AWS S3 Standard-Infrequent Access (S3-IA) 1AWS S3/Glacier 1Amazon Simple Storage Service (S3) 1Amazon Web Services 1
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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 Amazon S3'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 Amazon S3, 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 amazon.com 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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