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SECTION 6.0 // CONCURRENCY SATURATION DRAG RACE

Framework Concurrency Duel

Head-to-head architectural saturation comparison. Compare any two repositories side-by-side to discover which codebase chokes first under concurrent load.

SIMULTANEOUS LOAD INJECTION HAMMERSimulating concurrent HTTP clients against both architectures
350 CONCURRENT CLIENTS
50 conns500 (Moderate)1,500 (Heavy)2,500 (Spike)4,000 (Saturation)
[HEADROOM CHAMPION]
tokio-rs/axum holds +137.1x more concurrent load than gin-gonic/gin before socket exhaustion.
CONTENDER A

gin-gonic/gin

Go High-Concurrency Service
GRADEREFUSED
SATURATION CEILING: 62 CONCURRENT[COLLAPSED: 429/504]
EST. P99 LATENCY:8500 ms
BOTTLENECK SYMBOL:REFUSED — NO RUNTIME GRAPH
PRIMARY WEAKNESS:Scanned files do not expose server entrypoints, container limits, or database connection pools. GitStress halts to prevent hallucinating fake queues.
VS
CONTENDER B

tokio-rs/axum

Microservice / Backend
GRADEA+
SATURATION CEILING: 8500 CONCURRENT[NOMINAL]
EST. P99 LATENCY:26 ms
BOTTLENECK SYMBOL:axum::serve (tokio::net::TcpListener)
PRIMARY WEAKNESS:Non-blocking Tokio async runtime handles 8,500+ concurrent sockets; bounded by OS file descriptor limits (nofile)