# API management: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "API management platform" and as "API lifecycle and developer portal tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/it/developer/api-management

**Standing:** Kong Gateway leads with 47% of first choices; verdict clear leader. 59 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Kong Gateway](https://www.gane.ai/index/it/vendors/kong-gateway/index.md) | 47% | 12% | 73 |
| 2 | [Tyk](https://www.gane.ai/index/it/vendors/tyk/index.md) | 8% | 5% | 43 |
| 3 | [Zuplo](https://www.gane.ai/index/it/vendors/zuplo/index.md) | 8% | 0% | 10 |
| 4 | [Azure API Management](https://www.gane.ai/index/it/vendors/azure-api-management/index.md) | 7% | 13% | 53 |
| 5 | [Postman](https://www.gane.ai/index/it/vendors/postman/index.md) | 7% | 11% | 28 |
| 6 | [WSO2 API Manager](https://www.gane.ai/index/it/vendors/wso2-api-manager/index.md) | 5% | 21% | 34 |
| 7 | [Amazon API Gateway](https://www.gane.ai/index/it/vendors/amazon-api-gateway/index.md) | 5% | 26% | 54 |
| 8 | [Gravitee](https://www.gane.ai/index/it/vendors/gravitee/index.md) | 3% | 3% | 32 |
| 61 | [Apigee](https://www.gane.ai/index/it/vendors/apigee/index.md) | 0% | 43% | 63 |
| 63 | [IBM API Connect](https://www.gane.ai/index/it/vendors/ibm-api-connect/index.md) | 0% | 52% | 23 |
| 64 | [MuleSoft Anypoint Platform](https://www.gane.ai/index/it/vendors/mulesoft-anypoint-platform/index.md) | 0% | 47% | 49 |

Rank is by share of first choices among all 64 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: Kong Gateway; alternatives Apigee, Azure API Management, MuleSoft Anypoint Platform, Tyk
- Gemini 3.5 Flash: Kong Gateway; alternatives Azure API Management, Gravitee, Tyk
- Perplexity Sonar: Tyk; alternatives Apigee, Axway Amplify API Management, Azure API Management, Kong Gateway
- Grok 4.20: Gravitee; alternatives Apigee, Kong Gateway, MuleSoft Anypoint Platform
- Mistral Small: Kong Gateway; alternatives Azure API Management, Tyk
- DeepSeek V4 Flash: Kong Gateway; alternatives Azure API Management, Tyk
- Llama 4 Maverick: Kong Gateway; alternatives Azure API Management, Tyk
- Qwen 3.7 Flash: Kong Gateway; alternatives Amazon API Gateway, Azure API Management, Tyk
- Kimi K2: Kong Gateway; alternatives Azure API Management, Tyk
- GLM 4.7 FlashX: Azure API Management; alternatives Kong Gateway
- MiniMax M2.5: Azure API Management, Kong Gateway; alternatives Apigee, Gravitee, MuleSoft Anypoint Platform
- GPT-6 Luna: Tyk; alternatives Apigee, Azure API Management, Kong Gateway
- Muse Glimmer 30B: Kong Gateway; alternatives Azure API Management, Tyk

## Sources the answers cite

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

- wso2.com: 33 answers, 52 citations
- softwareadvice.com: 23 answers, 23 citations
- zuplo.com: 22 answers, 29 citations
- techvendorindex.com: 19 answers, 22 citations
- g2.com: 17 answers, 37 citations
- gravitee.io: 17 answers, 24 citations
- scalar.com: 17 answers, 22 citations
- research.oz.spotlightar.com: 17 answers, 18 citations

Pages named in the most answers:

- https://softwareadvice.com/api-management (22 answers)
- https://wso2.com/api-platform/learn/api-management-tools (18 answers)
- https://scalar.com/library/best-api-management-platforms-2026 (15 answers)
- https://cotocus.com/blog/top-10-api-management-platforms-features-pros-cons-comparison (12 answers)
- https://daily.dev/posts/best-api-management-tools-in-2024-g3u27leqm (11 answers)
- https://gane.ai/index/it/developer/api-management (9 answers)
- https://techvendorindex.com/compare/best-api-for-mid-market (9 answers)
- https://gravitee.io/blog/best-api-management-tools (8 answers)
- https://mulesoft.com/api/management/best-api-management-platform (8 answers)
- https://research.oz.spotlightar.com/reports/magic-quadrant-api-management-2024/leaders (8 answers)

## Warned against

- Apigee: 27 of 63 labels negative. "Criticized for being powerful but expensive... Not recommended for scenarios requiring deep, vendor-agnostic governance" (Mistral Small, negative prompt)
- Amazon API Gateway: 14 of 54 labels negative. "AWS Gateway and Azure API Mgmt create vendor lock-in—avoid if cloud portability needed." (Claude Haiku 4.5, negative prompt)
- MuleSoft Anypoint Platform: 23 of 49 labels negative. "Avoid: MuleSoft Anypoint unless you're already deeply invested in Salesforce integration—it tends to be overkill and overpriced" (Kimi K2, scale prompt)
- IBM API Connect: 12 of 23 labels negative. "Avoid MuleSoft, IBM API Connect, and Apigee—all three are significantly overbuilt for this stage" (Claude Haiku 4.5, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Kong Gateway at 47%.

- Kong Gateway: 37% to 47%, +10. Cleared the floor by -1 points · rank 1 of 64, unchanged.
- Apigee: 5% to 0%, −5. Inside the floor by 6 points · rank 7 → 61 of 64.
- Azure API Management: 11% to 7%, −4. Inside the floor by 7 points · rank 2 → 4 of 64.
- Tyk: 11% to 8%, −3. Inside the floor by 8 points · rank 3 → 2 of 64.
- WSO2 API Manager: 2% to 5%, +3. Inside the floor by 8 points · rank 10 → 6 of 64.
- Zuplo: 10% to 8%, −2. Inside the floor by 9 points · rank 4 → 3 of 64.
- Postman: 5% to 7%, +2. Inside the floor by 9 points · rank 6 → 5 of 64.
- Amazon API Gateway: 3% to 5%, +2. Inside the floor by 9 points · rank 8 → 7 of 64.
- Gravitee: 5% to 3%, −2. Inside the floor by 9 points · rank 5 → 8 of 64.
- Boomi: 2% to 0%, −2. Inside the floor by 9 points · rank 11 → 16 of 64.
- IBM API Connect: 0% to 0%, ±0. Inside the floor by 11 points · rank 47 → 63 of 64.
- MuleSoft Anypoint Platform: 0% to 0%, ±0. Inside the floor by 11 points · rank 48 → 64 of 64.

## Record

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