IT AI Index
Index Vendors › IBM DataStage · September 2026 Edition
IBM · 1 category · Ranked

IBM DataStage

28Judge labels
0First choices
15Negative labels
11 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.2, every buyer segment counted.
Best standing
0% in ETL for enterprise buyers
Rank 64 of 66 in the mid-market standing
0 of 12 models made it the first choice on the direct prompt; 80% of its 5 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In etl · 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 IBM DataStage 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
ETL and ELTData platform0%64 of 6680%5under 10 labels · led by Airbyte at 32%

Movement

This is the first edition on this tier, so no move can be computed for IBM DataStage 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 IBM DataStage across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00011
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200011
GLM 4.7 FlashX00000
MiniMax M2.500101

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
Direct4 labelsNone
Paraphrase1 labelNone
Comparative9 labels1not counted in share
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative14 labelsNone
First choiceAlternativeMentionNegative28 labels in all, every segment counted; 0 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.

No positive label carried a quote.

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.

“Legacy ETL Tools with Vendor Lock-in ... IBM DataStage” Kimi K2 · ETL · negative prompt · hard negative
“Informatica PowerCenter, Talend, Microsoft SSIS, and IBM DataStage deserve caution” Perplexity Sonar · ETL · negative prompt · soft negative
“Why to be cautious: The learning curve is steep, licensing is incredibly expensive” Qwen 3.7 Flash · ETL · negative prompt · soft negative
“Monolithic, Legacy Enterprise Suites (Avoid unless Legacy is Required)” Gemini 3.5 Flash · ETL · negative prompt · soft negative

Named alongside

The products named in the same answers as IBM DataStage, over the 28 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and IBM DataStage was named but was not.
ProductSame answerTook the first choice insteadHead to head
Fivetran25 of 285Not in the top three
Talend22 of 280Not in the top three
Airbyte19 of 283Not in the top three
Informatica PowerCenter15 of 281Not in the top three
AWS Glue15 of 280Not in the top three
Azure Data Factory14 of 280Not in the top three
Microsoft SQL Server Integration Services14 of 280Not in the top three
Hevo Data11 of 281Not in the top three
Matillion11 of 281Not in the top three
dbt11 of 281Not 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 IBM DataStage. 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 23 of the 28 answers that named IBM DataStage and are not a share of its labels.

Domains cited

hevodata.com18
integrate.io18
fivetran.com15
sqream.com13
airbyte.com12
stacksync.com11
funnel.io9
coalesce.io8
estuary.dev8
freshcodeit.com8

120 of the 120 domain citations in answers naming IBM DataStage came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as IBM DataStage

What the judge wrote, as written, with how often. The vendor table decides that these count as IBM DataStage; a claim can dispute any of them.
IBM InfoSphere DataStage 2
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 IBM DataStage'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 IBM DataStage, 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 ibm.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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