Benchmark Status: This evaluation is based on the Sarvam AI web version only, from a single prompt run with no re-prompting. It has not been validated in real projects and remains incomplete until stable API access is available.

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Scope

Five stages evaluate equivalence and concurrency behavior in C, Rust, Go, Java, and Python.

Score

  • Overall: 7.9 / 10

Stage Highlights

StageScoreMain Note
C6.5Correct structure, but lock/unlock and shared-count bugs
Rust8.5Safe ownership model, but lock split race window
Go7.0Good goroutine setup, but channel write bug
Java9.0Strong concurrency primitives and shutdown flow
Python8.0Correct async locking, but limited scalability

Verdict

Cross-paradigm adaptation is strong. Low-level concurrency precision still needs tighter correctness guarantees.