Why is LINQ unsafe for deterministic performance guarantees in real-time systems?

LINQ introduces runtime variability due to allocations, deferred execution, and provider translation.

Real-time systems require predictable execution time. LINQ introduces variability through iterator allocation, garbage collection pressure, and query translation overhead. Additionally, database execution time can vary based on indexing and load. This unpredictability makes LINQ unsuitable for systems requiring strict latency bounds.