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LEADERBOARD
Data Pipelines
ETL, data processing, and pipeline orchestration tools
23tools ranked
Data Pipelines Rankings
Ranked by overall ToolRoute Score across all benchmark dimensions
| 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 | 9.7 | 2,621 |
| 🥉 | Neon MCPOfficial | 9.1 | 9.2 | 9.3 | 8.9 | 8.9 | 9.1 | 584 |
| #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 | 14,658 |
| #6 | Apache Spark | 6.9 | 6.7 | 6.7 | 6.5 | 6.7 | 9.5 | 43,153 |
| #7 | dbt MCP | 6.9 | 6.6 | 6.7 | 6.5 | 6.9 | 9.0 | 539 |
| #8 | Apache Airflow | 6.9 | 6.6 | 6.7 | 6.5 | 7.0 | 9.0 | 45,084 |
| #9 | Apache Flink | 6.9 | 6.6 | 6.7 | 6.6 | 6.9 | 9.0 | 25,938 |
| #10 | Prefect | 6.9 | 6.6 | 6.7 | 6.7 | 6.7 | 9.0 | 22,198 |
| #11 | Temporal | 6.8 | 6.6 | 6.8 | 6.6 | 6.5 | 9.0 | 19,678 |
| #12 | Dagster | 6.8 | 6.6 | 6.6 | 6.7 | 6.9 | 8.5 | 15,342 |
| #13 | Kafka Connect | 6.8 | 6.5 | 6.7 | 6.6 | 6.7 | 9.0 | 49 |
| #14 | Kestra | 6.8 | 6.5 | 6.4 | 6.6 | 7.0 | 9.0 | 26,712 |
| #15 | Luigi | 6.8 | 6.2 | 6.4 | 6.5 | 7.2 | 9.5 | 18,703 |
| #16 | Mage AI | 6.7 | 6.5 | 6.4 | 6.6 | 7.0 | 8.5 | 8,706 |
| #17 | Airbyte | 6.7 | 6.6 | 6.5 | 6.6 | 6.9 | 8.0 | 21,105 |
| #18 | Apache Beam | 6.7 | 6.4 | 6.6 | 6.4 | 7.0 | 8.5 | 8,548 |
| #19 | Singer | 6.6 | 6.2 | 6.2 | 6.5 | 7.2 | 8.0 | 579 |
| #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 |
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Why Plaid MCP Server is #1
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 9.7
Score Guide:9+ Exceptional8+ Excellent7+ Good6+ Fair<6 Below Avg
Contribute Benchmark Data
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