Real ChatGPT answer · index seedfkaypxRlmkEcompleteB2B software · data and analytics platformscommercial
Where can I find independent benchmark tests comparing the query performance and infrastructure costs of the leading enterprise analytics suites today?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find independent benchmark tests comparing the query performance and infrastructure costs of the leading enterprise analytics suites today?
5 real searches · 1 real-search pass
independent benchmarks enterprise analytics platforms query performance cost Snowflake Databricks BigQuery Redshift 2025 benchmark TPC-DSGoogle ↗
OBSERVEDComparison
TPC benchmark results analytics database cloud data warehouse official benchmark results independentGoogle ↗
OBSERVEDReason
ClickBench benchmark analytical databases results methodology costGoogle ↗
OBSERVEDReason
GigaOm cloud data warehouse benchmark report Snowflake BigQuery Redshift Databricks independent performance costGoogle ↗
OBSERVEDComparison
TPC-DS official results database benchmark cloud data warehouse resultsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
independent benchmarks enterprise analytics platforms query performance cost Snowflake Databricks BigQuery Redshift 2025 benchmark TPC-DS Google ↗
TPC benchmark results analytics database cloud data warehouse official benchmark results independent Google ↗
ClickBench benchmark analytical databases results methodology cost Google ↗
GigaOm cloud data warehouse benchmark report Snowflake BigQuery Redshift Databricks independent performance cost Google ↗
TPC-DS official results database benchmark cloud data warehouse results Google ↗
- TPC official website · tpc.org
- Interactive benchmark results · benchmark.clickhouse.com
- Source code and methodology · github.com
- BenchBox benchmark explorer · benchbox.dev
- CostBench results · clickhouse.com
- Open benchmark repository · github.com
- Download the benchmark report · estuary.dev
- GigaOm · gigaom.com
- Elsevier research paper (2024) · sciencedirect.com
- Estuary / CorrDyn 2026 · estuary.dev
- TPC-DS results archive · tpc.org
- Data Warehouse in the Cloud Benchmark · gigaom.com
- High-Performance Cloud Data Warehouse Testing · portal.gigaom.com
- Cloud Data Warehouse Performance Testing · gigaom.com
- Open-source benchmark repository · github.com
- TPC-H for less than a cent: ClickHouse Cloud vs. Snowflake, Databricks, BigQuery, and Redshift · clickhouse.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent benchmarks enterprise analytics platforms query performance cost Snowflake Databricks BigQuery Redshift 2025 benchmark TPC-DS OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
TPC benchmark results analytics database cloud data warehouse official benchmark results independent OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ClickBench benchmark analytical databases results methodology cost OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
GigaOm cloud data warehouse benchmark report Snowflake BigQuery Redshift Databricks independent performance cost OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
TPC-DS official results database benchmark cloud data warehouse results OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |