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7/21/2026

Kimi K3 in OpenCode: What One Finished Coding Task Actually Cost
Short summary
A controlled test of Kimi K3 completing a leap-year bug fix through OpenCode cost $0.19 across 28,707 tokens and 84 seconds, with all tests passing. The breakdown reveals cached-read tokens dominated usage, highlighting why per-token pricing alone misleads coding agent cost estimates. The author argues task-completion metrics—steps, tool calls, tokens, and billed usage—matter more than benchmark scores.
- •Kimi K3 fixed a leap-year bug via OpenCode for $0.19 in 84 seconds with all tests passing
- •28,707 total tokens were 80% cached-read tokens, showing real agent cost differs from per-token pricing
- •Author proposes task-completion cost as a better evaluation metric than benchmarks or token prices alone
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