# Workflow automation and iPaaS: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "workflow automation and integration platform" and as "iPaaS", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/gtm/gtm-data/workflow-automation-and-ipaas/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/gtm-data/workflow-automation-and-ipaas/index.md

**Standing:** Workato leads with 28% of first choices; verdict contested. 58 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Workato](https://www.gane.ai/index/gtm/vendors/workato/index.md) | 28% | 14% | 56 |
| 2 | [Make](https://www.gane.ai/index/gtm/vendors/make/index.md) | 21% | 11% | 55 |
| 3 | [Celigo](https://www.gane.ai/index/gtm/vendors/celigo/index.md) | 12% | 0% | 18 |
| 4 | [n8n](https://www.gane.ai/index/gtm/vendors/n8n/index.md) | 9% | 21% | 48 |
| 5 | [Boomi Enterprise Platform](https://www.gane.ai/index/gtm/vendors/boomi-enterprise-platform/index.md) | 9% | 10% | 30 |
| 6 | [Zapier](https://www.gane.ai/index/gtm/vendors/zapier/index.md) | 5% | 35% | 66 |
| 7 | [Tray.ai](https://www.gane.ai/index/gtm/vendors/tray-ai/index.md) | 5% | 21% | 19 |
| 8 | [Pabbly Connect](https://www.gane.ai/index/gtm/vendors/pabbly-connect/index.md) | 2% | 0% | 10 |
| 9 | [Activepieces](https://www.gane.ai/index/gtm/vendors/activepieces/index.md) | 2% | 9% | 11 |
| 15 | [Microsoft Power Automate](https://www.gane.ai/index/gtm/vendors/microsoft-power-automate/index.md) | 0% | 15% | 40 |
| 67 | [MuleSoft Anypoint Platform](https://www.gane.ai/index/gtm/vendors/mulesoft-anypoint-platform/index.md) | 0% | 48% | 23 |

Rank is by share of first choices among all 67 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Workato; alternatives Boomi Enterprise Platform, Microsoft Power Automate, MuleSoft Anypoint Platform, Zapier
- Gemini 3.5 Flash: Celigo; alternatives Make, Tray.ai, Workato, Zapier
- Perplexity Sonar: Workato; alternatives HubSpot Operations Hub, Make, Zapier
- Grok 4.20: Workato; alternatives Boomi Enterprise Platform, Celigo, Make, Tray.ai
- Mistral Small: Workato; alternatives HubSpot Marketing Hub, Jitterbit Harmony, Microsoft Power Automate
- DeepSeek V4 Flash: Celigo, Workato; alternatives Make, Microsoft Power Automate
- Llama 4 Maverick: AdRoll ABM; alternatives Boomi Enterprise Platform, Celigo's integrator.io
- Qwen 3.7 Flash: Workato; alternatives Jitterbit Harmony, Make, Microsoft Power Automate
- Kimi K2: Make; alternatives Microsoft Power Automate, Zapier
- GLM 4.7 FlashX: Make; alternatives Zapier, n8n
- MiniMax M2.5: Make, Zapier; alternatives Workato
- GPT-6 Luna: Workato; alternatives Boomi Enterprise Platform, Make, Microsoft Power Automate
- Muse Glimmer 30B: Celigo integrator.io, Workato

## Sources the answers cite

75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- ones.com: 30 answers, 56 citations
- technologyadvice.com: 25 answers, 25 citations
- zapier.com: 17 answers, 28 citations
- resources.rework.com: 17 answers, 19 citations
- guideflow.com: 17 answers, 18 citations
- munro.agency: 17 answers, 17 citations
- blog.n8n.io: 15 answers, 15 citations
- viasocket.com: 14 answers, 20 citations

Pages named in the most answers:

- https://technologyadvice.com/blog/project-management/best-workflow-automation-software (24 answers)
- https://munro.agency/insights/top-workflow-automation-and-integration-platforms (17 answers)
- https://guideflow.com/blog/workflow-automation-platforms (13 answers)
- https://reply.com/valorem-reply/en/resources/insights/blog/10-best-ipaas-solutions (13 answers)
- https://atlassian.com/agile/project-management/workflow-automation-software (11 answers)
- https://zite.com/blog/no-code-workflow-automation-for-business-operations (10 answers)
- https://blog.n8n.io/ipaas-vendors (9 answers)
- https://snaplogic.com/blog/workflow-automation-tools-mid-size-companies (9 answers)
- https://albato.com/blog/publications/best-ipaas-solutions-in-2024-comprehensive-guide-to-integration-platforms (8 answers)
- https://expertbeacon.com/the-23-best-ipaas-vendors-for-any-budget-in-2024 (7 answers)

## Warned against

- Zapier: 23 of 66 labels negative. "lacks the governance, error-handling, and scalability needed for core B2B operations... Use for ad-hoc automations, not your backbone." (DeepSeek V4 Flash, direct prompt)
- n8n: 10 of 48 labels negative. "Critical vulnerabilities: Multiple CVEs (CVE-2026-27577, CVE-2026-27493) with CVSS scores of 9.4-9.5" (GLM 4.7 FlashX, negative prompt)
- MuleSoft Anypoint Platform: 11 of 23 labels negative. "Why to Avoid: They are notoriously difficult to implement, expensive to license, and require certified administrators" (Qwen 3.7 Flash, negative prompt)
- Workato: 8 of 56 labels negative. "Caution points are cost and complexity... Overkill for small teams; licensing and implementation costs can be high relative to simpler needs." (Muse Glimmer 30B, negative prompt)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Workato at 25%.

- Workato: 38% to 25%, −13. Cleared the floor by 2 points · rank 1 of 63, unchanged.
- Zapier: 0% to 6%, +6. Inside the floor by 5 points · rank 74 → 6 of 63.
- SnapLogic: 6% to 0%, −6. Inside the floor by 5 points · rank 6 → 46 of 63.
- Make: 17% to 21%, +4. Inside the floor by 7 points · rank 2 of 63, unchanged.
- n8n: 12% to 8%, −4. Inside the floor by 7 points · rank 3 → 4 of 63.
- Celigo: 12% to 15%, +3. Inside the floor by 8 points · rank 4 → 3 of 63.
- Boomi Enterprise Platform: 6% to 8%, +2. Inside the floor by 9 points · rank 5 of 63, unchanged.
- Tray.ai: 4% to 6%, +2. Inside the floor by 9 points · rank 7 of 63, unchanged.
- Pabbly Connect: 2% to 2%, ±0. Inside the floor by 11 points · rank 9 → 8 of 63.
- Microsoft Power Automate: 0% to 0%, ±0. Inside the floor by 11 points · rank 10 → 13 of 63.
- Activepieces: 0% to 0%, ±0. Inside the floor by 11 points · rank 11 → 14 of 63.
- MuleSoft Anypoint Platform: 0% to 0%, ±0. Inside the floor by 11 points · rank 73 → 63 of 63.

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/gtm.