IT AI Index

Index › Vendors › Netflix Conductor · September 2026 Edition

1 category · Named, not ranked

Netflix Conductor

6Judge labels

0First choices

1Negative labels

5 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

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Netflix Conductor was named 4 times in Orchestration, where Prefect led with 24%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small businessnot named

No model named it for this buyer.

Mid-market37 of 86

under the label threshold

Enterprise39 of 89

under the label threshold

In orchestration · 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 Netflix Conductor 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
Workflow orchestration	Data platform	0%	37 of 86	25%	4	under 10 labels · led by Prefect at 24%

Movement

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

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

Direct0 labelsNone

Paraphrase1 labelNone

Comparative2 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative3 labelsNone

First choiceAlternativeMentionNegative6 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.

“This is excellent if you're heavy on microservices architecture.” Claude Haiku 4.5 · Orchestration · 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.

“Cumbersome JSON DSL, code quality gripes in SDKs, debugging woes in UI.” Grok 4.1 Fast · Orchestration · negative prompt · soft negative

Named alongside

The products named in the same answers as Netflix Conductor, over the 6 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Netflix Conductor was named but was not.

ProductSame answerTook the first choice insteadHead to head

Apache Airflow6 of 61Not in the top three

Argo Workflows5 of 60Not in the top three

Dagster5 of 60Not in the top three

Prefect5 of 60Not in the top three

Temporal5 of 60Not in the top three

Camunda3 of 60Not in the top three

AWS Step Functions2 of 60Not in the top three

Astronomer Astro2 of 60Not in the top three

Luigi2 of 60Not in the top three

Apache NiFi1 of 60Not 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 Netflix Conductor. 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 5 of the 6 answers that named Netflix Conductor and are not a share of its labels.

Domains cited

airflow.apache.org3

akka.io2

argoproj.github.io2

camunda.com2

dataengineeringcentral.substack.com2

devopsschool.com2

engineering.freeagent.com2

reddit.com2

unmeshed.io2

aimultiple.com1

Twenty of the twenty domain citations in answers naming Netflix Conductor came from somebody else's page.

Pages cited

akka.io/blog/temporal-alternatives2

dataengineeringcentral.substack.com/p/review-of-data-orchestration-landscape2

devopsschool.com/blog/top-10-workflow-orchestration-tools-features-pros-cons-comparison2

engineering.freeagent.com/2025/05/29/decoding-data-orchestration-tools-comparing-prefect-d2

reddit.com/r/dataengineering/comments/1cxyvqk/airflow_vs_dagster_vs_prefect_vs2

unmeshed.io/blog/workflow-orchestration-tools-20262

aimultiple.com/data-orchestration-tools1

airflow.apache.org/1

Pages are listed as the models cited them.

Names read as Netflix Conductor

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

Conductor 3

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 Netflix Conductor'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 Netflix Conductor, 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 netflixconductor.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.