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LEADERBOARD
Code Generation
AI-powered code completion, generation, and transformation
22tools ranked
Code Generation Rankings
Ranked by overall ToolRoute Score across all benchmark dimensions
| Rank | Tool Name | ToolRoute Score | Output | Reliability | Efficiency | Cost | Trust | Stars |
|---|---|---|---|---|---|---|---|---|
| 🥇 | SonarQube MCP Server | 9.2 | 9.5 | 9.8 | 6.6 | 9.6 | 10.0 | 720 |
| 🥈 | GitLab MCPOfficial | 9.2 | 9.3 | 9.3 | 8.6 | 9.0 | 9.6 | 88,817 |
| 🥉 | Figma Context MCP | 8.9 | 9.0 | 9.1 | 8.7 | 8.7 | 8.7 | 15,480 |
| #4 | OpenAI CodexOfficial | 8.8 | 7.7 | 9.8 | 8.8 | 9.1 | 10.0 | 31,214 |
| #5 | Context7Official | 8.6 | 8.2 | 8.8 | 8.3 | 8.7 | 10.0 | 59,654 |
| #6 | GitHub MCP ServerOfficial | 8.5 | 8.3 | 9.0 | 8.1 | 8.7 | 8.8 | 31,660 |
| #7 | Continue | 6.9 | 6.6 | 6.4 | 6.8 | 7.2 | 9.0 | 35,064 |
| #8 | CodestralOfficial | 6.8 | 6.8 | 6.6 | 6.7 | 5.7 | 9.4 | 922 |
| #9 | CodeiumOfficial | 6.8 | 6.7 | 6.5 | 6.9 | 7.0 | 7.5 | 5,113 |
| #10 | Aider | 6.8 | 6.9 | 6.5 | 6.6 | 6.5 | 8.0 | 47,643 |
| #11 | QodoOfficial | 6.7 | 6.5 | 6.5 | 6.6 | 6.0 | 9.5 | 12,222 |
| #12 | StarCoder2 | 6.7 | 6.6 | 6.4 | 6.8 | 7.2 | 7.0 | 2,077 |
| #13 | CursorOfficial | 6.7 | 7.0 | 6.7 | 6.8 | 5.0 | 8.0 | 33,052 |
| #14 | TabnineOfficial | 6.7 | 6.4 | 6.5 | 6.8 | 5.7 | 9.5 | 1,435 |
| #15 | GitHub CopilotOfficial | 6.6 | 7.0 | 6.8 | 6.9 | 5.0 | 6.5 | 11,651 |
| #16 | Bolt.newOfficial | 6.4 | 6.6 | 6.3 | 6.7 | 6.0 | 6.4 | 8,000 |
| #17 | WindsurfOfficial | 6.4 | 6.8 | 6.5 | 6.7 | 5.0 | 6.6 | 6,000 |
| #18 | Sourcegraph CodyOfficial | 6.3 | 6.5 | 6.6 | 6.6 | 5.3 | 6.7 | 4,000 |
| #19 | Replit AgentOfficial | 6.3 | 6.5 | 6.3 | 6.6 | 5.7 | 6.5 | 4,000 |
| #20 | TailwindCSS MCP | 6.2 | 6.0 | 6.0 | 6.5 | 7.0 | 5.7 | 750 |
| #21 | DevinOfficial | 6.1 | 6.8 | 6.3 | 6.1 | 5.0 | 6.5 | 5,000 |
| #22 | Storybook MCP | 6.0 | 6.0 | 5.9 | 6.2 | 6.5 | 5.7 | 600 |
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Why SonarQube MCP Server is #1
SonarQube MCP Server leads GitLab MCP by +0.6 in Cost, and also wins in Reliability, Trust, Output Quality.
Output Quality
9.5
vs 9.3
Reliability
9.8
vs 9.3
Efficiency
6.6
vs 8.6
Cost
9.6
vs 9.0
Trust
10.0
vs 9.6
Score Guide:9+ Exceptional8+ Excellent7+ Good6+ Fair<6 Below Avg
Contribute Benchmark Data
Help improve these rankings by submitting real-world telemetry. Contributors earn routing credits for every data point.