The 98.60% Cache Hit Rate: What DeepSeek's 50x Price Gap Reveals About ZCode, OpenCode, and the Real Cost of Agentic Code"
0xRay
"article": "Over the past 48 hours, the client-side cache hit rates for DeepSeek traffic arranged themselves into an order that no one in the agent-tooling market expected. The top performer was not OpenCode โ the open-source agentic IDE co-founded by the analyst who published the data. The top spot belonged to ZCode, the Agentic Development Environment (ADE) launched by Zhipu AI for GLM-5.2. Reported hit rate: 98.60 percent. OpenCode V2 followed at 97.86 percent. Claude Code / CLI, the terminal-based coding agent from Anthropic and the default incumbent in Western developer workflows, finished at 89.31 percent.\n\nOpenCode co-founder Dax Raad published the data with visible confusion. 'I don't know what ZCode is, but it's doing a really good job,' he wrote.\n\nAt face value, a nine-point spread looks cosmetic. Nine percentage points sit inside the normal sampling error band for a two-day window, and no disciplined engineer rewrites architecture on a single dashboard. But DeepSeek keeps a second ledger, and that ledger does not tolerate rounding. A cache miss is priced at roughly fifty times a cache hit. Under that multiplier, nine points does not remain nine points. It becomes the difference between an agent that can afford to think and one that bills every thought at full commercial rate.\n\nThe arithmetic is arithmetic. If a client sustains hit rate H, and a miss costs N times more than a hit, the effective input cost per token is proportional to H + (1 โ H) ร N. With N = 50 and the reported rates, the index reads as follows. ZCode at 98.60 percent: 1.69. OpenCode V2 at 97.86 percent: 2.05. Claude Code at 89.31