Workflow orchestration · RankedTemporal
Temporal is a durable execution platform for building reliable, scalable applications using workflows and activities · temporal.io ↗
Strongest at enterprise. Ranked 7 of 98 for small business buyers.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Make is first at 33%.
Prefect is first at 25%. 2 of 14 models made it the first choice when asked directly.
Apache Airflow is first at 29%.
Why models recommend it
“Winner: Temporal ... is the industry standard for developer-centric durable execution.”Gemini 3.5 Flash · Direct question · first choice
“the best default choice is usually Temporal”GPT-5.4 mini · Direct question · first choice
“Best for reliable, durable execution of complex business logic or microservices... has a steeper learning curve.”Grok 4.20 · Scale-constrained question · alternative
“Temporal – highest-rated for durable execution (9.1/10), handles failures gracefully, code-first approach”Kimi K2 · Scale-constrained question · alternative
What gives them pause
“Avoid: Proprietary paid tools like Temporal Cloud or heavy enterprise suites until you have budget for them.”Kimi K2 · Budget-constrained question · warning
“Temporal - It is not recommended unless you're building a complex, long-running distributed system and have a dedicated DevOps/infrastructure team.”Llama 4 Maverick · Negative question · warning
“Emerging/niche tools (e.g., Kestra, Temporal): Generally positive, but watch for immaturity”Grok 4.20 · Negative question · warning
“Be cautious if you want simple DAG scheduling rather than durable application workflows.”GPT-6 Luna · Negative question · warning
Also on the shortlist
The products named in the same answers as Temporal, over the 115 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 105 | 26 | Compare → | |
| 92 | 12 | Compare → | |
| 74 | 4 | Compare → | |
| 62 | 2 | View → | |
| 49 | 0 | View → | |
| 47 | 7 | Compare → | |
| 46 | 5 | Compare → | |
| 40 | 4 | Compare → | |
| 38 | 0 | View → | |
| 33 | 0 | View → |
What the models named instead of Temporal →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Temporal's own site, not checked by Gane.
- For
- developers
- Price stated
- 0 USD
- Starting price
- 0
- Free plan or trial
- Try Free
- Integrations
- 13
- Certifications
- HIPAA, SOC 2 Type II, GDPR, CCPA
- Customers named
- OpenAI, Lovable, Replit, Cursor, Retool, NVIDIA, Salesforce, Twilio
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 93 of the 115 answers that named Temporal and are not a share of its labels.
Domains cited
223 of the 241 domain citations in answers naming Temporal 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 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 4 | 0 | 0 | 5 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 2 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 2 | 1 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 1 | 3 |
| Kimi K2 | 0 | 3 | 0 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 4 | 0 | 0 | 4 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 1 | 1 | 1 | 3 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 428 | 45 | 2026-09-21 | Orchestration | |
| Webinar or virtual event | 183 | 12 | 2026-08-27 | Orchestration | |
| Glossary or explainer | 87 | 0 | 2025-05-06 | ||
| Comparison | 76 | 0 | 2025-09-23 | ||
| Case study | 47 | 0 | 2026-01-22 | ||
| Conference or event | 23 | 1 | 2026-08-04 | ||
| Report or ebook | 17 | undated | |||
| News or press | 12 | undated | |||
| Podcast or video | 2 | 0 | 2021-10-07 | ||
| Template or tool | 1 | undated |
Most recent
- 2026-09-21A better job queue with temporal standalone activities blog
- 2026-09-21Amazon bedrock agentcore with temporal serverless workers blog
- 2026-09-15Ai safety does not stop at the model blog
- 2026-09-15Authentication is a long running workflow blog
- 2026-09-14Paygo developer support blog
- 2026-09-14Temporal raises $550M at a $12.55B valuation as demand grows for reliable AI infrastructure blog
Events in person
- October 21, 2026DevOps Summit SydneySydney · exhibits
As the event pages on temporal.io state them, read September 28, 2026.
How it is countedHide how it is counted
Every page temporal.io 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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.