IT AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Developer platform API gateways › Enterprise September 2026 Edition

API gateways for enterprise buyers

Asked as “API gateway”, and as “API gateway and traffic management tool”, on behalf of an enterprise B2B company. 47 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Clear leader
45% of first choices, clear leader.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

01The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Kong Gateway45%17%65endorsed leader
02Apigee36%25%63criticized default
03Tyk9%6%31accepted challenger
04MuleSoft Anypoint Platform2%20%35accepted challenger
05Amazon API Gateway2%34%56criticized challenger
06Zuplo2%9%11accepted challenger
Show the five products at 0%, ordered by negative rate
07Azure API Management0%15%46accepted challenger
11NGINX0%10%10accepted challenger
08Apache APISIX0%7%15accepted challenger
10Gloo Gateway0%0%11accepted challenger
09IBM API Connect0%0%11accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
09
10
11
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Kong Gateway45%
02Apigee36%
03Tyk9%
04MuleSoft Anypoint Platform2%
05Amazon API Gateway2%
06Zuplo2%
07Azure API Management0%
08Apache APISIX0%
09IBM API Connect0%
10Gloo Gateway0%
11NGINX0%

02What they warned about

Two of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, Gemini 3.5 Flash, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Amazon API Gateway
34%
19 of 56 labels negative · 10 of 12 models · 7 hard negative
“avoiding **consumption-based (pay-per-request) pricing**... per-request billing (like AWS API Gateway or Google Apigee) highly unpredictable and cost-prohibitive” Gemini 3.5 Flash, budget prompt
Apigee
25%
16 of 63 labels negative · 9 of 12 models · 7 hard negative
“caution around **Apigee-style legacy enterprise gateways**... **Apigee and other older gateways** ... are built on outdated approaches and are not well suited to modern cloud-native architectures” Perplexity Sonar, negative prompt
Kong Gateway
17%
11 of 65 labels negative · 8 of 12 models · 1 hard negative
“EOL as of September 2025; entered sunset support period ending September 2026” Kimi K2, negative prompt
Azure API Management
15%
7 of 46 labels negative · 6 of 12 models · 1 hard negative
“Why Avoid Pure Usage-Based Models? ... Azure API Management | Consumption | ~$3.50/M calls” Kimi K2, budget prompt

03What they cite

Citations exist only for the models that return a source list: twelve of the twelve in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

60 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 822 links across 211 sites, every framing counted. Ranked by the number of answers carrying the site or page.

vendor site · Zuplo38 answers · 73 citations · 10 models
28 answers · 41 citations · 10 models
28 answers · 28 citations · 9 models
25 answers · 25 citations · 10 models
24 answers · 24 citations · 8 models
vendor site · DigitalAPI22 answers · 32 citations · 7 models
vendor site · Guideflow20 answers · 21 citations · 8 models
18 answers · 22 citations · 8 models
16 answers · 16 citations · 9 models
vendor site · Gravitee13 answers · 19 citations · 6 models
vendor site · Tyk12 answers · 17 citations · 8 models
11 answers · 14 citations · 8 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

04How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ModelDirect“What is the best API gateway for an enterprise B2B company?”Paraphrase“Which API gateway and traffic management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade API gateways and how do they differ?”Budget-constrained“What is the best API gateway for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a API gateway. What should we look at?”Negative“Which API gateways should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Kong Gateway, MuleSoft Anypoint Platform
One alternativeAmazon API Gateway
Apigee, Kong GatewayChanged
Two alternativesAmazon API Gateway, NGINX
no first choiceApigee, Graviteeno first choiceagainst: Amazon API Gateway, Azure API Management, Kong Gateway
GPT-5.4 miniApigee
Three alternativesAmazon API Gateway, Azure API Management, Kong Gateway
ApigeeHeld
Three alternativesAzure API Management, Kong Gateway, MuleSoft Omni Gateway
against: Amazon API Gateway
no first choice
Seven alternativesAmazon API Gateway, Apigee, Azure API Management, IBM API Connect, Kong Gateway, MuleSoft Anypoint Platform, Tyk
Apigee
One alternativeTyk
against: Amazon API Gateway, Google Cloud API Gateway
no first choicenothing named
Gemini 3.5 FlashApigee
Four alternativesAzure API Management, Kong Gateway, MuleSoft Anypoint Platform, Tyk
against: Amazon API Gateway
Kong GatewayChanged
Three alternativesApigee, Axway Amplify, MuleSoft Anypoint Platform
Kong Gateway
Six alternativesAmazon API Gateway, Apigee, Azure API Management, IBM API Connect, MuleSoft Anypoint Platform, Tyk
Tyk
Four alternativesAzure API Management, Gloo Gateway, KrakenD, Traefik Hub
against: Amazon API Gateway, Apigee
Kong Gateway
Two alternativesCloudflare API Gateway, Tyk
against: Apigee, MuleSoft Anypoint Platform
against: Akamai Edge, Amazon API Gateway, Apigee, Azure API Management, Broadcom Layer7 API Gateway, Express Gateway, Google Cloud API Gateway, MuleSoft Anypoint Platform, Netflix Zuul, Software AG webMethods, Spring Cloud Gateway, Zuplo
Perplexity SonarKong Gateway
Five alternativesAmazon API Gateway, Apigee, Azure API Management, IBM API Connect, MuleSoft Anypoint Platform
Kong GatewayHeld
Three alternativesAmazon API Gateway, Apigee, Azure API Management
Apigee
Seven alternativesAmazon API Gateway, Azure API Management, Gravitee, IBM API Connect, Kong Gateway, MuleSoft Anypoint Platform, Tyk
Amazon API Gateway, Apigeeagainst: Kong Gatewayno first choiceagainst: Amazon API Gateway, Apigee, Broadcom Layer7 API Gateway, Kong Gateway, Red Hat 3scale
Grok 4.1 FastApigee
Five alternativesAmazon API Gateway, Azure API Management, IBM API Connect, Kong Gateway, MuleSoft Anypoint Platform
Kong GatewayChanged
Three alternativesAmazon API Gateway, Azure API Management, Gloo Gateway
against: Apigee
no first choiceKong Gateway, Tyk
Three alternativesApigee, Azure API Management, Gravitee
against: Amazon API Gateway, MuleSoft Anypoint Platform
no first choice
Three alternativesKong Gateway, Tyk, Zuplo
against: Amazon API Gateway, Apigee, Azure API Management, Kong Gateway, MuleSoft Anypoint Platform
Mistral SmallApigee, Kong Gateway
Three alternativesAmazon API Gateway, Azure API Management, MuleSoft Anypoint Platform
Kong GatewayChanged
Two alternativesApigee, Azure API Management
Kong Gateway
Six alternativesAmazon API Gateway, Apache APISIX, Apigee, Azure API Management, MuleSoft Anypoint Platform, Tyk
Apigee
One alternativeKong Gateway
no first choicenothing named
DeepSeek V4 FlashKong Gateway
Four alternativesAmazon API Gateway, Apigee, Azure API Management, MuleSoft Anypoint Platform
ApigeeChanged
Two alternativesKong Gateway, MuleSoft Anypoint Platform
Apigee, Kong Gateway
Five alternativesAmazon API Gateway, Apache APISIX, Azure API Management, Tyk, WSO2 API Manager
Kong Gateway
Three alternativesApache APISIX, MuleSoft Anypoint Platform, Zuplo
against: Amazon API Gateway, Apigee, Azure API Management, Kong Gateway
no first choiceagainst: Amazon API Gateway, Apigee
Llama 4 Maverickno first choiceTykChanged
Five alternativesAmazon API Gateway, Apigee, HAProxy, Kong Gateway, MuleSoft Anypoint Platform
no first choiceApigee, Kong GatewayZuplo
Two alternativesGloo Gateway, LLMGateway.io
against: Apigee
Qwen 3.7 FlashApigee, Kong Gateway
Two alternativesAmazon API Gateway, Azure API Management
against: MuleSoft Anypoint Platform
ApigeeChanged
Three alternativesAzure API Management, Kong Gateway, MuleSoft Anypoint Platform
Kong Gateway
Six alternativesAmazon API Gateway, Apache APISIX, Apigee, Azure API Management, MuleSoft Anypoint Platform, Tyk
Kong Gateway
Two alternativesAzure API Management, Tyk
against: Amazon API Gateway
no first choiceagainst: Amazon API Gatewayagainst: Amazon API Gateway, Apigee, Azure API Management, Google Cloud Endpoints, Kong Gateway, MuleSoft Anypoint Platform, Tyk
Kimi K2Kong Gateway
Six alternativesAmazon API Gateway, Apache APISIX, Apigee, Azure API Management, Gravitee, MuleSoft Anypoint Platform
ApigeeChanged
Three alternativesAmazon API Gateway, Azure API Management, Kong Gateway
Kong Gateway
Four alternativesAmazon API Gateway, Apigee, Azure API Management, MuleSoft Anypoint Platform
Kong Gateway
One alternativeTyk
against: Amazon API Gateway, Apigee, Azure API Management
Kong Gateway, Tyk
Three alternativesAmazon API Gateway, Apigee, Azure API Management
against: Amazon API Gateway, Apigee, Azure API Management, Kong Gateway, MuleSoft Anypoint Platform, Tyk
GLM 4.7 FlashXApigee
Six alternativesAmazon API Gateway, Apache APISIX / API7, Azure API Management, IBM API Connect, Kong Gateway, MuleSoft Anypoint Platform
Kong GatewayChanged
Three alternativesApache APISIX, Apigee, Azure API Management
Kong Gateway
Five alternativesAPI7 Enterprise, Amazon API Gateway, Apigee, Azure API Management, Tyk
Cloudflare API Gateway
One alternativeAzure API Management
against: Amazon API Gateway, Apigee, Kong Gateway, Traefik Hub
no first choiceagainst: Amazon API Gateway, Apache APISIX, Kong Gateway
MiniMax M2.5Kong Gateway
Four alternativesAmazon API Gateway, Apigee, Azure API Management, Gravitee
Apigee, Kong GatewayChangedno first choiceno first choiceno first choiceagainst: Amazon API Gateway, Apigee, HAProxy, Kong Gateway, NGINX
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 13:29no04 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 14:11no06 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 13:48yes1822 s
Direct recommendationPerplexity Sonarsonar2026-09-17 11:46yes205 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 11:11yes2615 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 13:02yes1010 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 10:20yes1420 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 13:19yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 10:06no032 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 12:56yes1048 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 10:21yes25414 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 14:14yes1028 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 12:19no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 11:31yes69 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 09:38yes1229 s
ParaphrasePerplexity Sonarsonar2026-09-17 11:24yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 10:46yes1513 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 09:58no08 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 13:27yes1220 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 10:35yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 09:28no041 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 11:01yes2596 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 14:13yes1537 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 10:40yes1068 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 12:52yes1513 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 12:14yes715 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 09:47yes1926 s
ComparativePerplexity Sonarsonar2026-09-17 12:43yes208 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 12:42yes3214 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 14:14yes59 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 12:56yes1426 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 10:05yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 12:11yes543 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 09:23yes1236 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 13:36yes33201 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 13:57yes518 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 12:49yes1710 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 11:34yes45 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 10:02yes1721 s
Budget constrainedPerplexity Sonarsonar2026-09-17 11:29yes205 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 10:21yes3321 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 10:42yes55 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 09:54yes816 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 09:59yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 11:55no046 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 13:51yes1334 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 09:35yes2374 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 11:26yes726 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 11:26no06 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 11:28no05 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 13:05no016 s
Scale constrainedPerplexity Sonarsonar2026-09-17 12:16yes208 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 13:13yes1412 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 12:23no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 10:11yes2828 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 13:13yes55 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 13:45no045 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 13:00yes1578 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 14:12yes28126 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 09:35yes523 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 13:44yes1811 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 13:17yes56 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 12:16yes1026 s
Negative framingPerplexity Sonarsonar2026-09-17 14:09yes206 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 10:39yes2417 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 11:02yes55 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 09:41yes2921 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 12:49yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 10:33yes2081 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 13:59yes3051 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 13:34yes1453 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 10:56yes2188 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

Category-scoped readings
Broadcom Layer7 read as Broadcom Layer7 API Gateway
Gloo read as Gloo Gateway
Kong read as Kong Gateway
Kong (Enterprise Edition) read as Kong Gateway
Kong (Konnect / Ingress Controller) read as Kong Gateway
Kong (self-managed) read as Kong Gateway
Kong Enterprise read as Kong Gateway
Kong Enterprise (Kong Gateway + Kong Konnect) read as Kong Gateway
Kong Enterprise (Kong Konnect) read as Kong Gateway
Layer7 read as Broadcom Layer7 API Gateway
MuleSoft read as MuleSoft Anypoint Platform
MuleSoft (Anypoint Platform) read as MuleSoft Anypoint Platform
MuleSoft (Salesforce) read as MuleSoft Anypoint Platform
Unresolved, counted raw
ALB
Akamai Edge
Cotocus
Emissary-ingress
Linkerd
MuleSoft Omni Gateway
Solo/Envoy
composio.dev
Discontinued, still offered
No shut-down product was recommended here.
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