Product · Oliver for Snowflake

Same credits. Up to 98× faster.

Oliver runs inside your Snowflake account as a native app on Snowpark Container Services. Same data, same credit spend, answers in milliseconds — and nothing ever leaves your account.

native app runs in your account no egress same credits
50 million rows · identical credit spend · both engines inside the same Snowflake account
Query by query

Every shape we ran, Oliver won.

One credit an hour on each side. The bars are drawn to scale.

query time to answer faster
p95 latency by user
195 ms 2.59 s
13×
Count by minute
3.5 ms 322 ms
91×
Distinct endpoints per user
182 ms 1.63 s
8.9×
Minute × endpoint 8.3M groups
98 ms 2.24 s
23×
Count by region & endpoint
33 ms 614 ms
18×
Point‑filter lookup
3 ms 113 ms
37×
Oliver Snowflake
The bill

The same questions, one‑eighth the compute.

Credits follow compute time. Across the full set of queries, Oliver spent nine seconds of it.

Oliver 9.4 s
Snowflake 77.3 s
compute time to answer the same set of queries
How it works

Your data never leaves your account.

Snowflake delivers the app. It runs on your compute pool, reads the tables you grant it, and answers from there.

Security posture

Built to pass your review.

images

Zero CVE findings

Every image in the app scans clean at every severity level, and is malware‑scanned before release.

network

Nothing reaches out

No network rules, no external access integrations, no external functions. The app cannot call anywhere.

data

Storage stays yours

Rows and indexes live on an encrypted volume inside your account. Logs carry status lines, never row payloads.

access

Snowflake identity

Callers authenticate through Snowflake. API keys are stored only as hashes, and admin actions sit behind a role you control.

upgrades

Versioned releases

The app ships on a release channel with pinned images, so an upgrade is a deliberate, reviewable step.

lifecycle

Suspend anytime

Start, suspend, and resume from SQL in your own account. Suspended means zero compute, with your data intact.

Part of the Oliver platform

The same engine, wherever it runs.

Run Oliver inside your Snowflake account.