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AI / LLM Integration
Methodology

Fireflies.ai vs GCP Vertex AI

FIFireflies.aivsGCGCP Vertex AI
Fireflies.aiGCP Vertex AI
34%
66%

Leading: GCP Vertex AI (66.0%)

Statistics

MetricValue
Fireflies.ai wins17
GCP Vertex AI wins33
Abstains (no tool)103
Other tool chosen3365
Decisive cases50
Fireflies.ai win rate (unweighted)34.0%
95% CI22.4% - 47.8%
Fireflies.ai win rate (weighted)34.0%

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Fireflies.ai

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GCP Vertex AI

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Per-model breakdown

ModelTierFireflies.aiGCP Vertex AINoneOtherA rate
Gemini 2.5 FlashSmall02601000%
Devstral 2 2512Mid1771212671%
Claude Haiku 4.5Small000188n/a
Claude Opus 4.6Frontier000126n/a
Claude Opus 4.8Frontier00062n/a
Claude Sonnet 4.6Frontier000189n/a
DeepSeek R1 0528Frontier0018168n/a
DeepSeek V3.2Mid000125n/a
DeepSeek V4 FlashMid00851n/a
DeepSeek V4 ProFrontier00954n/a
Gemini 2.5 ProFrontier001187n/a
Gemini 3.5 FlashSmall00160n/a
GLM 5 TurboFrontier002123n/a
GLM 5.2Frontier00162n/a
GPT 5.3 CodexFrontier000188n/a
GPT 5.4Frontier000126n/a
GPT 5.4 MiniMid001186n/a
GPT 5.5Frontier00057n/a
Kimi K2.5Frontier001112n/a
Kimi K2.7 CodeFrontier00259n/a
Llama 4 MaverickFrontier0021163n/a
Llama 4 ScoutSmall007172n/a
MiMo V2 ProFrontier000124n/a
MiMo V2.5 ProFrontier00458n/a
MiniMax M2.7Frontier000114n/a
MiniMax M3Frontier00062n/a
Mistral Small 4Mid0014138n/a
Qwen3 Coder NextMid001185n/a

Per-prompt breakdown

PromptTierFireflies.aiGCP Vertex AINoneOtherA rate
ai-revenue-ops-copilotBeginner178047768%
ai-revenue-ops-copilotAdvanced01834930%
ai-support-agent-platformAdvanced0715210%
ai-agent-applicationAdvanced0022113n/a
ai-agent-applicationBeginner003999n/a
ai-agent-applicationIntermediate003696n/a
ai-revenue-ops-copilotIntermediate001528n/a
ai-support-agent-platformBeginner001507n/a
ai-support-agent-platformIntermediate000531n/a