22
33After analyzing all 6 benchmark results across different transports and workload patterns, here's the clear verdict:
44
5- ### 🏆 Overall Winner: MiniMCP
5+ ## Overall Winner
6+
7+ ### 🏆 MiniMCP
68
79** MiniMCP consistently outperforms FastMCP across all transport types and workloads.**
810
@@ -47,24 +49,28 @@ After analyzing all 6 benchmark results across different transports and workload
4749| | | Heavy Load Throughput | ** 153% higher** (388 vs 153 RPS) |
4850
4951** Key Highlights:**
52+
5053- 🔥 ** STDIO Async** : MiniMCP shines brightest with 34% faster response times and 23% higher throughput under heavy load
5154- 🚀 ** HTTP Transports** : MiniMCP dramatically outperforms with up to 173% higher throughput under heavy load
5255
5356## 📊 Summary Statistics
5457
5558### Response Time Improvements (MiniMCP vs FastMCP)
59+
5660- ** Sequential Load** : 5-42% faster
5761- ** Light Load** : 16-48% faster
5862- ** Medium Load** : 22-34% faster
5963- ** Heavy Load** : 23-67% faster
6064
6165### Throughput Improvements (MiniMCP vs FastMCP)
66+
6267- ** Sequential Load** : 2-74% higher
6368- ** Light Load** : 2-55% higher
6469- ** Medium Load** : 4-30% higher
6570- ** Heavy Load** : 4-173% higher
6671
6772### Max Memory Efficiency (MiniMCP vs FastMCP)
73+
6874- ** STDIO Transport** : 17-21% lower memory usage under heavy load
6975- ** HTTP Transport** : 27-28% lower memory usage under heavy load
7076- ** Streamable HTTP Transport** : 27-28% lower memory usage under heavy load
@@ -73,6 +79,7 @@ After analyzing all 6 benchmark results across different transports and workload
7379## 🏁 Conclusion
7480
7581** 🏆 MiniMCP is the clear winner** for production workloads, offering:
82+
7683- ✅ ** Faster response times** (20-67% improvement)
7784- ✅ ** Higher throughput** (10-173% improvement)
7885- ✅ ** Better scalability** under heavy load
@@ -112,5 +119,4 @@ After analyzing all 6 benchmark results across different transports and workload
112119
113120---
114121
115- * Generated from benchmark results on December 10th, 2025 by Claude 4.5 Sonnet*
116-
122+ Generated from benchmark results on December 10th, 2025 by Claude 4.5 Sonnet
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