Workflow orchestration · Named, not rankedFlyte
Flyte is a workflow orchestration tool used to build machine learning pipelines, including on Kubernetes · flyte.org ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Flyte has 7.
Why models recommend it
“Choose Flyte if you want typed, reproducible data/ML workflows.”GPT-5.4 mini · Comparative question · alternative
“Kubernetes-native Container Jobs | Argo Workflows or Flyte”Gemini 3.5 Flash · Negative question · alternative
“Choose Flyte if you're focused on ML pipelines and reproducibility.”GLM 4.7 FlashX · Comparative question · alternative
“Flyte (ML/data at scale, used by LinkedIn/Spotify)”Kimi K2 · Negative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Flyte, over the 7 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 7 | 3 | View → | |
| 7 | 1 | View → | |
| 6 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 1 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Flyte's own site, not checked by Gane.
- For
- Run workloads for training, serving, and agents
- Price stated
- Apache 2.0 OSS
- Starting price
- 0
- Free plan or trial
- Now available for local execution via the Flyte 2 OSS Devbox.
- Integrations
- 10
- Customers named
- Spotify, Wayve, Cradle
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 6 of the 7 answers that named Flyte and are not a share of its labels.
Domains cited
Twenty-two of the twenty-two domain citations in answers naming Flyte came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Comparison | 2 | undated |
How it is countedHide how it is counted
Every page flyte.org exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.