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Analytics
Methodology

Segment vs Snowflake

SegmentSESegmentvsSNSnowflake
SegmentSnowflake
50%
50%

Leading: Segment (50.4%)

Statistics

MetricValue
Segment wins185
Snowflake wins182
Abstains (no tool)364
Other tool chosen5183
Decisive cases367
Segment win rate (unweighted)50.4%
95% CI45.3% - 55.5%
Segment win rate (weighted)50.4%

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Segment

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Snowflake

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Per-model breakdown

ModelTierSegmentSnowflakeNoneOtherA rate
Devstral 2 2512Mid2724026253%
Claude Haiku 4.5Small4104260100%
Gemini 2.5 FlashSmall18182125550%
Mistral Small 4Mid1024226529%
MiMo V2 ProFrontier1892426467%
GPT 5.4Frontier1017028537%
GPT 5.3 CodexFrontier02512880%
GPT 5.4 MiniMid157528868%
Llama 4 ScoutSmall220202729%
Qwen3 Coder NextMid910529147%
MiniMax M2.7Frontier1153425469%
Gemini 2.5 ProFrontier4122327325%
DeepSeek V3.2Mid1412627293%
DeepSeek R1 0528Frontier3511419138%
Kimi K2.5Frontier342226843%
Llama 4 MaverickFrontier0103130%
Claude Opus 4.6Frontier001314n/a
Claude Sonnet 4.6Frontier001314n/a
GLM 5 TurboFrontier0061254n/a

Per-prompt breakdown

PromptTierSegmentSnowflakeNoneOtherA rate
multi-tenant-crmAdvanced27813125925%
fitness-tracking-appAdvanced5942928258%
ai-revenue-ops-copilotAdvanced454143057%
saas-applicationAdvanced57025316100%
ai-revenue-ops-copilotIntermediate153337183%
url-shortenerAdvanced1104380100%
saas-applicationIntermediate9045343100%
ai-revenue-ops-copilotBeginner0253780%
fitness-tracking-appIntermediate1012386100%
multi-tenant-crmBeginner1035361100%
multi-tenant-crmIntermediate1028363100%
fitness-tracking-appBeginner001397n/a
saas-applicationBeginner0013386n/a
url-shortenerBeginner0084314n/a
url-shortenerIntermediate0055342n/a