T3 Code Claims 3x Token Throughput

The claim is eye-catching, but it measures workflow utilization—not necessarily developer productivity or code quality.

• –T3 Code’s unified interface, parallel sessions, remote access, and worktree workflow can reduce friction between agent tasks.
• –BYO-subscription support makes the app an orchestration layer rather than another token vendor.
• –The 3x figure lacks a disclosed baseline, timeframe, cohort size, or independent verification.
• –Higher token throughput can also mean faster quota consumption, higher costs, or more generated work to review.
• –Developers should pair throughput with task completion time, accepted code, latency, cost, and defect rates.