We are at re:Invent 2026Book my merch
Cloud Intelligence™Cloud Intelligence™

PerfectScale for BigQuery

Every slot, down to the query.

Cost visibility across reservations, projects and queries, and slot commitments sized to real demand. Stop paying for capacity you don't use.

Reservations · Slots · Projects · Queries

BigQuery · October
Every slot, down to the query
Reservation spend
$76K
Idle slot capacity
18%
right-size candidate
Reservations
6
Projects
41
Find unused slot capacity and right-size reservations and commitments with confidence.
Cost by workload
looker_exec_dashboard
$9.8K
dataform_daily_build
$8.6K
ml_feature_export
$5.1K
adhoc · analysts
$3.9K

Making BigQuery management effortless for hundreds of companies

from credits to queries

Not just a bill. Every workload behind it.

See which teams, workloads and queries drive BigQuery spend, then act on the savings.

Start a free trial
Usage groups · October
Cost by team, not by warehouse
Analytics engineering$118K
Data science$96K
BI and reporting$74K
Product analytics$51K
SnowflakeDatabricksBigQuery
Allocate by team or project and set a budget per group.

your invoice shows credits

We show the query behind them.

Data platform bills arrive as credits, DBUs and slot-hours with no team, query or reason attached. We break every dollar down to the workload that spent it, so the fix is obvious and the owner is clear.

The invoice says
“52,400 credits. $184,000.”
No team, no query, no reason. Just a number that went up again.
We say
“One dbt model is $21K of it.”
Querydbt_prod.fct_orders
OwnerAnalytics engineering
FixSwitch to incremental

Data engineering

The expensive models, named.

Analytics

Cost next to every dashboard.

FinOps

Data spend by team.

Leadership

Savings you can see.

built for data teams

Everything BigQuery teams need to stop overpaying

Slot commitment optimization

Find unused capacity and right-size reservations with confidence.

Query-level cost

Every slot-hour tied to a reservation, project and query.

Optimization insights

Reservations, capacity and queries analyzed continuously.

Usage groups

Allocate spend by team or project and set budgets.

Real-time monitors

Anomaly alerts routed to where your team works.

Lineage-aware

Spot jobs running more often than their data changes.

up and running in minutes

How PerfectScale for BigQuery works

1

Connect your platform.

Read-only access to usage metadata. Most teams are live in under 15 minutes.

2

See every workload.

Cost by warehouse, job, query, user and team, from day one.

3

Let savings run.

Automated optimization and insights find and capture savings continuously.

SOC 2 Type 2, ISO 27001, FinOps Certified Platform.

Book a demoStart free trial

Out-of-the-box integrations with your whole data stack

Connect popular data, observability, and workflow tools for richer cost attribution and a complete view of asset cost.

What they say

Clearco

We got up and running in about 20 minutes and dropped our usage by 15% in just two days. Our team could focus on valuable business initiatives instead of building its own cost monitoring.

Marcus Wong, Clearco

Exiger

Monitoring and lineage helped us find a job running more often than its upstream dataset was populated. Four lines of code prevented an $800,000 yearly workload from costing more than $50,000.

Skyler Chi, Exiger

Loop

I love clicking through PerfectScale to understand how our environment and workloads are evolving. I check it every day. It’s coffee and PerfectScale for me every morning.

Ian Fahey, Loop

Every slot accounted for. Every reservation right-sized.

Live in under 15 minutes.