Published task benchmark

Dependency Upgrade Agent

Upgrade a dependency, migrate breaking APIs/config, and validate security and behavior.

Compare measured quality, workload cost, and latency across model tiers. Results are task-specific and directional—not a general model ranking.

Software engineering, data, and DevOpsAnalysisEvaluated 9/11/2026Pricing data observed October 2, 2026

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