Data Pipelines

ETL, data processing, and pipeline orchestration tools

23tools ranked

Data Pipelines Rankings

Ranked by overall ToolRoute Score across all benchmark dimensions

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Rank	Tool Name	ToolRoute Score	Output	Reliability	Efficiency	Cost	Trust	Stars
🥇	Plaid MCP Server	9.5	9.5	9.6	8.8	9.8	10.0	620
🥈	Supabase MCP	9.3	9.7	9.1	8.7	9.0	9.9	2,990
🥉	Neon MCPOfficial	9.1	9.2	9.3	8.9	8.9	9.1	659
#4	QuickBooks MCP Server	8.7	8.6	9.4	7.8	9.3	7.5	280
#5	GenAI ToolboxOfficial	8.5	8.2	8.4	8.3	8.5	9.7	16,776
#6	dbt MCP	6.9	6.6	6.7	6.5	6.9	9.0	615
#7	Apache Airflow	6.9	6.6	6.7	6.5	7.0	9.0	47,343
#8	Apache Spark	6.9	6.7	6.7	6.5	6.7	9.0	44,382
#9	Apache Flink	6.9	6.6	6.7	6.6	6.9	9.0	26,440
#10	Prefect	6.9	6.6	6.7	6.7	6.7	9.0	24,105
#11	Temporal	6.8	6.6	6.8	6.6	6.5	9.0	24,119
#12	Dagster	6.8	6.6	6.6	6.7	6.9	8.5	16,361
#13	Kafka Connect	6.8	6.5	6.7	6.6	6.7	9.0	52
#14	Kestra	6.8	6.5	6.4	6.6	7.0	9.0	30,106
#15	Mage AI	6.8	6.5	6.4	6.6	7.0	8.7	8,839
#16	Airbyte	6.7	6.6	6.5	6.6	6.9	8.0	22,295
#17	Apache Beam	6.7	6.4	6.6	6.4	7.0	8.5	8,704
#18	Luigi	6.7	6.2	6.4	6.5	7.2	8.5	18,782
#19	Singer	6.6	6.2	6.2	6.5	7.2	8.4	586
#20	BigQuery MCPOfficial	6.5	6.7	6.9	6.5	5.3	7.1	2,400
#21	Snowflake MCPOfficial	6.5	6.7	7.0	6.4	5.0	7.1	1,800
#22	FivetranOfficial	6.4	6.7	6.9	6.6	5.0	7.0	3,000
#23	Stitch DataOfficial	6.2	6.3	6.5	6.5	5.3	6.6	1,000

💡

Plaid MCP Server leads Supabase MCP by +0.8 in Cost, and also wins in Reliability, Trust, Efficiency.

Output Quality

9.5

vs 9.7

Reliability

9.6

vs 9.1

Efficiency

8.8

vs 8.7

Cost

9.8

vs 9.0

Trust

10.0

vs 9.9

Score Guide:9+ Exceptional8+ Excellent7+ Good6+ Fair<6 Below Avg

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