diff --git a/pipeline_platform/platform_ability.py b/pipeline_platform/platform_ability.py
index 8ced0fe..b5d8ba9 100644
--- a/pipeline_platform/platform_ability.py
+++ b/pipeline_platform/platform_ability.py
@@ -93,14 +93,12 @@ async def _h_platform_llm_status(sor, params, ctx):
         {"name": getattr(r, "name", ""), "balance": float(getattr(r, "balance", 0) or 0),
          "status": getattr(r, "status", "")} for r in (accs or [])]
     models = await sor.sqlExe(
-        "SELECT name, vendor_model_id, capability, price_input, price_output, status "
+        "SELECT name, vendor_model_id, capability, status "
         "FROM llm_model ORDER BY created_at DESC LIMIT 30", {})
     await sor.sqlExe("COMMIT", {})
     out["models"] = [
         {"name": getattr(r, "name", ""), "vendor_model_id": getattr(r, "vendor_model_id", ""),
          "capability": getattr(r, "capability", ""),
-         "price_input": float(getattr(r, "price_input", 0) or 0),
-         "price_output": float(getattr(r, "price_output", 0) or 0),
          "status": getattr(r, "status", "")} for r in (models or [])]
     return json.dumps(out, ensure_ascii=False)
 
@@ -228,8 +226,6 @@ _EXTRACT_PROMPT = """你是大模型 API 配置专家。通读下面这份模型
   "async_steps": [{"purpose": "query|download", "path": "该步骤接口路径", "method": "GET|POST", "request_fields": ["请求字段名列表"], "response_format": "该步骤响应格式说明"}],
   "models": [{"vendor_model_id": "供应商侧模型ID", "capability": "t2t|t2i|i2t|t2v|embedding|rerank|tts|asr",
               "sync_mode": "sync|async（提交后需轮询查询结果的填 async）",
-              "price_input": 输入价元/千token或null, "price_output": 输出价元/千token或null,
-              "cost_input": 输入成本元/千token或null, "cost_output": 输出成本元/千token或null,
               "description": "一句话说明"}],
   "doc_notes": "文档中影响配置的关键注意点"
 }
@@ -391,14 +387,7 @@ async def _h_apply_llm_config(sor, params, ctx):
             continue
         cap = m.get("capability") or "t2t"
         sync_mode = "async" if str(m.get("sync_mode") or "").strip() == "async" else "sync"
-        raw_pi, raw_po = m.get("price_input"), m.get("price_output")
-        price_in, price_out = _f(raw_pi), _f(raw_po)
-        cost_in = _f(m.get("cost_input"), price_in)
-        cost_out = _f(m.get("cost_output"), price_out)
         desc = (m.get("description", "") or "").strip()
-        # 文档未给价（null）→ 落 0 并显式标注，避免「0=免费」歧义
-        if raw_pi is None or raw_po is None:
-            desc = "⚠️文档未列定价（暂落0，需人工补录）。" + desc
         # 异步模型：后续步骤模板链（提交后顺序执行 query→[download]）
         query_ids = []
         if sync_mode == "async":
@@ -417,12 +406,10 @@ async def _h_apply_llm_config(sor, params, ctx):
         if recs:
             mid = getattr(recs[0], "id", "")
             await sor.sqlExe(
-                "UPDATE llm_model SET price_input=${pi}$, price_output=${po}$, "
-                "cost_input=${ci}$, cost_output=${co}$, description=${d}$, "
+                "UPDATE llm_model SET description=${d}$, "
                 "sync_mode=${sm}$, query_profile_ids=${q}$, updated_at=NOW() "
                 "WHERE id=${i}$",
-                {"pi": price_in, "po": price_out, "ci": cost_in, "co": cost_out,
-                 "d": desc, "sm": sync_mode, "q": query_ids_json, "i": mid})
+                {"d": desc, "sm": sync_mode, "q": query_ids_json, "i": mid})
             await sor.sqlExe("COMMIT", {})
             updated.append(vmid)
             continue
@@ -432,8 +419,7 @@ async def _h_apply_llm_config(sor, params, ctx):
             "name": vmid, "vendor_model_id": vmid, "capability": cap,
             "sync_mode": sync_mode, "profile_id": profile_ids.get(cap, ""),
             "query_profile_ids": query_ids_json,
-            "ppid": "", "price_input": price_in, "price_output": price_out,
-            "cost_input": cost_in, "cost_output": cost_out,
+            "ppid": "",
             "default_params": "{}", "status": "active",
             "description": desc, "org_id": "0"})
         created.append(vmid)