API management · October 2026 Edition
Apigee vs Amazon API Gateway
Two of fourteen models named Apigee first on the direct prompt; zero named Amazon API Gateway. Both were named by all fourteen models and both carry 52 labels, so the shares below are directly comparable.
Named in five categories this edition.
Named in four categories this edition.
First-choice share5%3%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate42%23%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 12; printed, not drawn.
Labels5252Equal, which is what makes the shares comparable.
The two percentage rows are drawn on one 0 to 100 track, Apigee reading right to left. Rank and label count are printed, not drawn.Kong Gateway was named alongside these two in twelve of the fourteen direct answers. Kong Gateway vs Apigee · Kong Gateway vs Amazon API Gateway · Tyk vs Apigee
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the API management page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
ApigeeFirst choices, of fourteen modelsAmazon API Gateway
Direct205 against Apigee
Paraphrase104 against Apigee · 2 against Amazon API Gateway
Comparative21
Budget-constrained022 against Apigee
Scale-constrained003 against Apigee · 1 against Amazon API Gateway
Negative008 against Apigee · 9 against Amazon API Gateway
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Apigee and Amazon API Gateway were named in the same answer 265 times, of the 349 answers naming Apigee and the 370 naming Amazon API Gateway. In those answers Amazon API Gateway took the first choice twenty-seven times and Apigee thirty-six.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Apigee and Amazon API Gateway stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | | | ||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | |||
| Grok 4.1 Fast | | | | | ||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | | | ||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | ||||
| Muse Glimmer 30B | | | | | |
Apigee Amazon API Gateway first choice named as an alternative argued againstblank: not namedEach cell is one answer, Apigee on the left and Amazon API Gateway on the right.The direct prompt
The plain question, one answer per model, grouped by where Apigee and Amazon API Gateway stood in it.
Apigee first, Amazon API Gateway an alternative
2 of 14 modelsAmazon API Gateway was named in the answer but not as the choice, or not at all.Perplexity SonarApigee alternatives: Azure API Management, Postman, Zuplo
MiniMax M2.5Apigee, Azure API Management alternatives: Amazon API Gateway, Kong Gateway, MuleSoft Anypoint Platform, Postman, Tyk
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.GPT-5.4 miniKong Gateway alternatives: Amazon API Gateway, Apigee, Boomi, MuleSoft Anypoint Platform, Workato
Grok 4.1 FastAzure API Management alternatives: Amazon API Gateway, Kong Gateway
GLM 4.7 FlashXKong Gateway alternatives: Amazon API Gateway, Apigee, Azure API Management, Gravitee
GPT-6 LunaKong Gateway alternatives: Apigee, Azure API Management, Tyk
Muse Glimmer 30BJitterbit Harmony alternatives: Amazon API Gateway, Azure API Management, Boomi, Kong Gateway, Tyk
Neither was named
7 of 14 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5Azure API Management, Kong Gateway alternatives: Boomi, Jitterbit
Gemini 3.5 FlashZuplo alternatives: Gravitee, Kong Gateway, Tyk
Mistral SmallAzure API Management, Kong Gateway, Tyk
DeepSeek V4 FlashKong Gateway alternatives: Axway Amplify API Management, Azure API Management, Postman
Llama 4 Maverickno first choice
Qwen 3.7 FlashAzure API Management, Kong Gateway alternatives: Jitterbit, Merge
Kimi K2Boomi, Kong Gateway alternatives: Azure API Management, Gravitee
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Amazon API Gateway leads by eleven points.
Amazon API Gateway11%#3 of 13Apigee0%#13 of 13Mid-marketThe figures above
The order flips: Apigee leads at mid-market.
Apigee5%#7 of 12Amazon API Gateway3%#8 of 12Enterprise
Apigee leads by forty-eight points.
Apigee48%#1 of 10Amazon API Gateway0%#10 of 10What the models said about Apigee
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Proceed with extreme caution... built for massive enterprises with hundreds of developers and millions of dollars in budget” Gemini 3.5 Flash · scale prompt · hard negative
“Avoid Apigee if you are building a microservices architecture, using Kubernetes, or planning to integrate with AI agents.” GLM 4.7 FlashX · negative prompt · hard negative
“hard warnings to "steer away from Apigee, especially for organizations with strict compliance and regulatory oversight."” DeepSeek V4 Flash · negative prompt · hard negative
“the best *general-purpose* API management platform is usually Apigee if you need strong governance, analytics, and enterprise-grade lifecycle management” Perplexity Sonar · direct prompt · first choice
“Apigee excels at treating APIs as products... make it the preferred choice for consumer-facing or partner-facing APIs” Qwen 3.7 Flash · comparative prompt · first choice
“### 1. Google Cloud Apigee Best for: Comprehensive API lifecycle management & external partner APIs” Kimi K2 · comparative prompt · first choice
What the models said about Amazon API Gateway
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“AWS API Gateway alone — if you're not already deeply AWS-native, the developer portal and lifecycle features are more limited.” DeepSeek V4 Flash · paraphrase prompt · hard negative
“Avoid this platform if you are a small team, a startup, or if your primary goal is rapid development and clear documentation.” GLM 4.7 FlashX · negative prompt · hard negative
“widely recommended to avoid if your infrastructure is multi-cloud or hybrid” Qwen 3.7 Flash · negative prompt · hard negative
“best default choice is usually Amazon API Gateway for a company already on AWS” GPT-5.4 mini · budget prompt · first choice
Also compared
Kong Gateway vs ApigeeKong Gateway vs Amazon API GatewayTyk vs ApigeeTyk vs Amazon API GatewayAzure API Management vs ApigeeAzure API Management vs Amazon API GatewayZuplo vs ApigeeZuplo vs Amazon API GatewayGravitee vs ApigeeGravitee vs Amazon API GatewayPostman vs ApigeePostman vs Amazon API GatewayAll twenty-eight head-to-head pages and the full API management standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.