Data & Analytics
Oleander
Last updated 2026-08-25 · benchmark measured 2026-08-25 — deterministic & reproducible
Oleander is a cloud data query platform for analytical workloads using DuckDB, Spark, and related engines.
Is Oleander production-ready?
Legit.Show scores Oleander 72 out of 100 — the simple average of its 6 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on Oleander (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Privacy. 6 of the seven frames returned a score; Accessibility was not measurable on this service and is recorded as null — not as zero. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 80/100
- Accessibility — not measurable on this service (null — not scored as 0)
- Security — 45/100
- Privacy — 45/100
- Reliability — 100/100
- Standards — 75/100
- Discoverability — 85/100
What we measured
- Security headers present: HSTS.
- No Content-Security-Policy.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 232 ms to first byte.
- Returns a proper 404 for unknown routes.
- 3 of 3 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
Who it's for
Data analysts · Data engineers · Organizations with large datasets · Teams doing root cause analysis · Companies needing data retention
Pricing
Hobby $0/month; Pro $300/month or $3,000/year; Pro++ $1,800/month or $18,000/year; Enterprise custom pricing; Spark compute billed per second (vCPU $0.0000175/sec, RAM $0.0000019/sec); Storage $0.0276
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