IT AI Index

Index › Vendors › StreamNative · September 2026 Edition

1 category · Named, not ranked

StreamNative

8Judge labels

0First choices

0Negative labels

4 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.

Standing

1 label, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. StreamNative was named 1 time in Streaming, where Confluent Cloud led with 32%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business23 of 88

under the label threshold

Mid-market38 of 78

under the label threshold

Enterprise17 of 47

under the label threshold

In streaming · 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 StreamNative 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.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant
Streaming platforms	Data platform	0%	38 of 78	0%	1	under 10 labels · led by Confluent Cloud at 32%

Movement

This is the first edition on this tier, so no move can be computed for StreamNative 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 StreamNative across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	1	1
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	0	0
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0

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

Direct1 labelNone

Paraphrase1 labelNone

Comparative3 labelsNone

Budget-constrained0 labelsNone

Scale-constrained1 labelNone

Negative2 labelsNone

First choiceAlternativeMentionNegative8 labels in all, every segment counted; 0 of the 0 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.

“Aiven/StreamNative for Pulsar) to offload ops” Grok 4.1 Fast · Streaming · negative 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 StreamNative, over the 8 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and StreamNative was named but was not.

ProductSame answerTook the first choice insteadHead to head

Confluent Cloud8 of 85Not in the top three

Apache Kafka7 of 83Not in the top three

Amazon Kinesis Data Streams7 of 81Not in the top three

Redpanda7 of 81Not in the top three

Apache Pulsar7 of 80Not in the top three

Amazon MSK6 of 80Not in the top three

Aiven for Apache Kafka5 of 80Not in the top three

Google Cloud Pub/Sub5 of 80Not in the top three

Azure Event Hubs4 of 80Not in the top three

Axual2 of 80Not 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 StreamNative. 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 7 of the 8 answers that named StreamNative and are not a share of its labels.

Domains cited

risingwave.com6

confluent.io5

devopsschool.com5

guideflow.com5

automq.com4

blobstreaming.org4

gartner.com4

kai-waehner.de4

eltherion.com3

estuary.dev3

Forty-three of the forty-three domain citations in answers naming StreamNative came from somebody else's page.

Pages cited

devopsschool.com/blog/top-10-event-streaming-platforms-features-pros-cons-comparison5

guideflow.com/blog/event-streaming-software5

blobstreaming.org/notes/event-streaming-platforms-20264

gartner.com/reviews/market/event-stream-processing4

risingwave.com/blog/best-event-stream-processing-platforms-20264

automq.com/blog/top-10-event-streaming-platforms-confluent-msk-redpanda-alternatives3

eltherion.com/blog/event-streaming-architecture-kafka-kinesis-pulsar3

estuary.dev/blog/kafka-alternatives3

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 StreamNative'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 StreamNative, 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 streamnative.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.