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Database
Methodology

Azure Cosmos DB vs Zendesk

AZAzure Cosmos DBvsZEZendesk
Azure Cosmos DBZendesk
33%
67%

Leading: Zendesk (66.7%)

Insufficient data
This matchup has 3 decisive cases (minimum 30 required for publication).

Statistics

MetricValue
Azure Cosmos DB wins1
Zendesk wins2
Abstains (no tool)681
Other tool chosen24037
Decisive cases3
Azure Cosmos DB win rate (unweighted)33.3%
95% CI6.1% - 79.2%
Azure Cosmos DB win rate (weighted)33.3%

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Azure Cosmos DB

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Zendesk

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Per-model breakdown

ModelTierAzure Cosmos DBZendeskNoneOtherA rate
Mistral Small 4Mid114125550%
Claude Haiku 4.5Small01012810%
Claude Opus 4.6Frontier0027961n/a
Claude Opus 4.8Frontier000302n/a
Claude Sonnet 4.6Frontier0001296n/a
DeepSeek R1 0528Frontier00371254n/a
DeepSeek V3.2Mid0070918n/a
DeepSeek V4 FlashMid0015281n/a
DeepSeek V4 ProFrontier009295n/a
Devstral 2 2512Mid001521093n/a
Gemini 2.5 FlashSmall0061926n/a
Gemini 2.5 ProFrontier00531239n/a
Gemini 3.5 FlashSmall004297n/a
GLM 5 TurboFrontier0034956n/a
GLM 5.2Frontier000306n/a
GPT 5.3 CodexFrontier0041290n/a
GPT 5.4Frontier008980n/a
GPT 5.4 MiniMid00121280n/a
GPT 5.5Frontier004302n/a
Kimi K2.5Frontier0018947n/a
Kimi K2.7 CodeFrontier003300n/a
Llama 4 MaverickFrontier00941192n/a
Llama 4 ScoutSmall00121278n/a
MiMo V2 ProFrontier0023966n/a
MiMo V2.5 ProFrontier004299n/a
MiniMax M2.7Frontier0023960n/a
MiniMax M3Frontier001304n/a
Qwen3 Coder NextMid0091279n/a

Per-prompt breakdown

PromptTierAzure Cosmos DBZendeskNoneOtherA rate
ai-support-agent-platformBeginner02185090%
ai-revenue-ops-copilotBeginner100521100%
ai-agent-applicationAdvanced003115n/a
ai-agent-applicationBeginner001118n/a
ai-agent-applicationIntermediate001118n/a
ai-revenue-ops-copilotIntermediate006521n/a
ai-revenue-ops-copilotAdvanced006512n/a
ai-support-agent-platformIntermediate004531n/a
ai-support-agent-platformAdvanced002525n/a
blog-platform-cmsAdvanced001533n/a
blog-platform-cmsBeginner00180356n/a
blog-platform-cmsIntermediate0073464n/a
chat-applicationIntermediate003534n/a
chat-applicationAdvanced001536n/a
chat-applicationBeginner0013518n/a
ecommerce-storeIntermediate0086450n/a
ecommerce-storeBeginner00140395n/a
ecommerce-storeAdvanced001536n/a
fitness-tracking-appIntermediate000536n/a
fitness-tracking-appBeginner000537n/a
fitness-tracking-appAdvanced002529n/a
full-stack-web-appAdvanced001118n/a
full-stack-web-appBeginner000119n/a
full-stack-web-appIntermediate000119n/a
job-boardBeginner000537n/a
job-boardIntermediate000537n/a
job-boardAdvanced001531n/a
multi-tenant-crmBeginner0042484n/a
multi-tenant-crmAdvanced003532n/a
multi-tenant-crmIntermediate002530n/a
online-learning-platformAdvanced003534n/a
online-learning-platformIntermediate0015521n/a
online-learning-platformBeginner0034501n/a
project-management-toolBeginner000535n/a
project-management-toolIntermediate001533n/a
project-management-toolAdvanced002534n/a
real-estate-websiteBeginner0010526n/a
real-estate-websiteIntermediate000534n/a
real-estate-websiteAdvanced002530n/a
restaurant-reservation-systemBeginner002535n/a
restaurant-reservation-systemIntermediate000536n/a
restaurant-reservation-systemAdvanced002535n/a
saas-applicationBeginner000537n/a
saas-applicationIntermediate001534n/a
saas-applicationAdvanced002530n/a
social-media-platformBeginner000536n/a
social-media-platformAdvanced005528n/a
social-media-platformIntermediate000525n/a
url-shortenerBeginner0012525n/a
url-shortenerAdvanced000531n/a
url-shortenerIntermediate000536n/a