Google Gemini
LLM Cost Management, Observability & Optimization
Google Gemini models — from Gemini 1.5 Pro to Gemini Flash — are embedded in enterprise applications through Vertex AI and the Gemini API. As Gemini usage scales across product teams and internal tools, token-based billing creates a cost surface that is difficult to track and govern without dedicated tooling. Aquila Clouds provides enterprises with complete visibility into Gemini API spend — unified alongside cloud costs on Google Cloud for a single FinOps operating layer.
Unify Google Cloud and Gemini API Cost Visibility
What teams can achieve with Andromeda on Google Gemini
Per-model cost tracking: Gemini 1.5 Pro, Gemini 1.5 Flash, Gemini 1.0 Pro, Gemini Nano
Unified visibility across GCP infrastructure costs and Gemini API token spend
Token-level usage breakdown by team, project, and environment
Cost allocation and chargeback for Gemini-powered applications
Budget thresholds and alerts for Gemini model usage by team
Spend forecasting based on Gemini token consumption trends
Agent Sherlock conversational queries spanning both GCP and Gemini costs
Google Gemini Use Cases & Value
How AquilaClouds Andromeda™ supports Google Gemini
Unified Google Cloud and Gemini cost visibility
Organizations using both GCP and Gemini APIs often manage their infrastructure costs and AI model costs in separate tools or spreadsheets. Andromeda eliminates this fragmentation by providing a single pane of glass for all Google Cloud spend — from Compute Engine and BigQuery to Gemini 1.5 Pro token consumption — enabling finance and engineering teams to understand the true cost of building on Google.
Token-level cost attribution
Gemini API costs are driven by input and output token volumes that vary significantly across models, use cases, and teams. Andromeda maps every Gemini token to a project, team, or environment — creating the attribution needed for accurate chargeback and informed model selection decisions.
Proactive governance with budget controls
As Gemini adoption expands, spend can outpace quarterly budget cycles. Andromeda enables FinOps teams to set Gemini-specific budget thresholds at the model, team, or project level — with automated alerts that surface cost risks before they become budget incidents.