How is the code assistant evaluated?

One-sentence conclusion

Conduct blind tests using real enterprise warehouses, tracking adoption rates, rework rates, and sensitive code protection.

Use Cases

Technical teams with proprietary code assets focused on R&D efficiency.

Key Points

1. 1

   Test cross-file understanding and existing code style adaptation

2. 2

   Track suggestion acceptance rate and rework after adoption

3. 3

   Confirm whether the code has been uploaded and used for training.

Common Misconceptions

• Public algorithm problems alone cannot reflect the true performance of an enterprise repository.

Comparison Criteria