diff --git a/tests/test_ad_ecpm_trace_revenue.py b/tests/test_ad_ecpm_trace_revenue.py
new file mode 100644
index 0000000..23f1d8e
--- /dev/null
+++ b/tests/test_ad_ecpm_trace_revenue.py
@@ -0,0 +1,71 @@
+"""ad_ecpm_record.trace_id 落库 + 按 trace 聚合广告收益(元)。"""
+from __future__ import annotations
+
+from datetime import UTC, datetime
+
+from sqlalchemy import delete
+
+from app.db.session import SessionLocal
+from app.models.ad_ecpm import AdEcpmRecord
+from app.repositories import ad_ecpm as crud_ecpm
+
+
+def _ecpm(trace_id: str, ecpm_raw: str, session_id: str) -> AdEcpmRecord:
+    """构造一条 Draw 展示 eCPM(不 commit;ad_session_id 全局唯一,须各不相同)。"""
+    return AdEcpmRecord(
+        user_id=1,
+        ad_type="draw",
+        feed_scene="comparison",
+        ad_session_id=session_id,
+        ecpm_raw=ecpm_raw,
+        trace_id=trace_id,
+        report_date="2020-01-02",
+        created_at=datetime(2020, 1, 2, tzinfo=UTC),
+    )
+
+
+def test_revenue_yuan_by_trace_sums_and_clamps() -> None:
+    """同一 trace 多条展示求和;收益=min(eCPM元,¥500)/1000;无展示的 trace 不出现。
+
+    ecpm 200 分→2.0 元/千次→0.002 元/次;300 分→0.003;合计 0.005。
+    """
+    db = SessionLocal()
+    try:
+        db.add_all([
+            _ecpm("t1", "200", "sess-t1-a"),
+            _ecpm("t1", "300", "sess-t1-b"),
+            _ecpm("t2", "0", "sess-t2-a"),
+        ])
+        db.flush()
+        rev = crud_ecpm.revenue_yuan_by_trace(db, ["t1", "t2", "t3"])
+        assert rev["t1"] == 0.005
+        assert rev.get("t2", 0.0) == 0.0
+        assert "t3" not in rev  # 无展示的 trace 不出现在结果里
+    finally:
+        db.rollback()
+        db.close()
+
+
+def test_revenue_yuan_by_trace_empty() -> None:
+    """空 trace 列表直接返回 {}(避免 IN () 非法)。"""
+    db = SessionLocal()
+    try:
+        assert crud_ecpm.revenue_yuan_by_trace(db, []) == {}
+    finally:
+        db.close()
+
+
+def test_create_ecpm_record_persists_trace_id() -> None:
+    """create_ecpm_record 落 trace_id。"""
+    db = SessionLocal()
+    try:
+        rec = crud_ecpm.create_ecpm_record(
+            db, 1, ad_type="draw", ecpm_raw="150",
+            ad_session_id="sess-trace-persist", feed_scene="coupon",
+            trace_id="trace-xyz",
+        )
+        assert rec.trace_id == "trace-xyz"
+    finally:
+        db.execute(delete(AdEcpmRecord).where(AdEcpmRecord.ad_session_id == "sess-trace-persist"))
+        db.commit()
+        db.close()