Home › Q&A › With Anthropic-compatible endpoints, is

With Anthropic-compatible endpoints, is switching my backend from Claude to DeepSeek really just a base_url change?

Asked by:创始人·应用 CTO · Judged · 张倩 Cynthia Zhang · FutureX Capital

At the plumbing level, yes; at the capability level, no. The cost of switching sits in the harness, not the interface. ENTRY 123 records a measured result: the same Opus 4.6 differs by 4.5 points when only the harness changes (ledger note: Bustamante, 5/3, single source).

Judgment

The mainstream view says protocol compatibility makes vendors swappable at will. The diary parts ways here: compatibility only pushes plumbing cost to near zero, and plumbing was never a moat. Models are post-trained against a specific tool surface, so a new shell leaks capability. A product whose moat is "multi-model support" has a moat of zero.

Facts

DeepSeek quietly promoted V4-Pro to general release (ENTRY 123, 8/13; scope note: the announcement was small enough to need community digging, and 0813 weights are not open), and Claude Code can switch by changing base_url. In a measured test the same Opus 4.6 differs by 4.5 points when only the harness changes (Bustamante, 5/3, single source). Lindy's migration took 6-9 months, happened before protocol compatibility, and counts only as an upper bound.

What to do

For founders: before switching, build a regression benchmark on your own workflow and bind post-training to your own tool surface; if you only do routing and compatibility, find a second leg now. For investors: ask one diligence question, namely what the team uses to measure how much was lost after the swap; if there is no answer, count "can switch vendors anytime" as zero in the valuation.

Falsifier (verbatim from the diary footnote)

If within 12 months three or more US companies publicly move a production-grade coding agent from Anthropic/OpenAI to Chinese models in under two months, "migration cost sits in the harness, not the plumbing" is downgraded; if a harness/agent framework vendor publishes a post-adaptation cross-model benchmark regression still above 3 percentage points, it is upgraded to verified.
Ledger status:ENTRY 123 台账状态:⏳ 进行中。ENTRY 121 台账卡片标 ⏳ 进行中,其尾注 2026-09-14 对账已按预注册降级为「钱包也开始移动」;「迁移成本低是最贵的幻觉」一句已被 ENTRY 123 收紧。
Disclosure: This diary is written and verified with Claude; discount any judgment about Anthropic, favourable or not; On publicly available information FutureX is not among the disclosed investors of Cognition or Cursor.
Source entries:ENTRY 123 · DeepSeek 静默把 V4-Pro 转正了——而我两天前那句"迁移成本低是最贵的幻觉",今天反而更成立 · ENTRY 121 · 「硅谷在换底座」是量的故事,不是钱的故事——生产网关上,29% 的 token 只换到不到 4% 的钱
Related questions:
Topic pages:DeepSeek · 深度求索 · Anthropic · Claude · AI coding · Cognition · Cursor