diff --git a/test/srt/test_abort.py b/test/registered/scheduler/test_abort.py
similarity index 96%
rename from test/srt/test_abort.py
rename to test/registered/scheduler/test_abort.py
index 94256e558..b8e6b691d 100644
--- a/test/srt/test_abort.py
+++ b/test/registered/scheduler/test_abort.py
@@ -7,6 +7,7 @@ import requests
 
 from sglang.srt.environ import envs
 from sglang.srt.utils import kill_process_tree
+from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
 from sglang.test.test_utils import (
     DEFAULT_MODEL_NAME_FOR_TEST,
     DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
@@ -16,6 +17,9 @@ from sglang.test.test_utils import (
     run_and_check_memory_leak,
 )
 
+register_cuda_ci(est_time=131, suite="stage-b-test-small-1-gpu")
+register_amd_ci(est_time=51, suite="stage-b-test-small-1-gpu-amd")
+
 
 class TestAbort(CustomTestCase):
     def workload_func(self, base_url, model):
diff --git a/test/srt/test_chunked_prefill.py b/test/registered/scheduler/test_chunked_prefill.py
similarity index 82%
rename from test/srt/test_chunked_prefill.py
rename to test/registered/scheduler/test_chunked_prefill.py
index fbdc87c55..951b09f74 100644
--- a/test/srt/test_chunked_prefill.py
+++ b/test/registered/scheduler/test_chunked_prefill.py
@@ -4,8 +4,12 @@ python3 -m unittest test_chunked_prefill.TestChunkedPrefill.test_mixed_chunked_p
 
 import unittest
 
+from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
 from sglang.test.test_utils import CustomTestCase, run_mmlu_test, run_mulit_request_test
 
+register_cuda_ci(est_time=312, suite="stage-b-test-small-1-gpu")
+register_amd_ci(est_time=312, suite="stage-b-test-small-1-gpu-amd")
+
 
 class TestChunkedPrefill(CustomTestCase):
     def test_chunked_prefill(self):
diff --git a/test/srt/test_no_chunked_prefill.py b/test/registered/scheduler/test_no_chunked_prefill.py
similarity index 78%
rename from test/srt/test_no_chunked_prefill.py
rename to test/registered/scheduler/test_no_chunked_prefill.py
index 59869ff59..d5b4f95be 100644
--- a/test/srt/test_no_chunked_prefill.py
+++ b/test/registered/scheduler/test_no_chunked_prefill.py
@@ -1,5 +1,6 @@
 import unittest
 
+from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
 from sglang.test.test_utils import (
     DEFAULT_MODEL_NAME_FOR_TEST,
     CustomTestCase,
@@ -7,6 +8,9 @@ from sglang.test.test_utils import (
     run_mmlu_test,
 )
 
+register_cuda_ci(est_time=108, suite="stage-b-test-small-1-gpu")
+register_amd_ci(est_time=108, suite="stage-b-test-small-1-gpu-amd")
+
 
 class TestNoChunkedPrefill(CustomTestCase):
 
diff --git a/test/srt/test_no_overlap_scheduler.py b/test/registered/scheduler/test_no_overlap_scheduler.py
similarity index 89%
rename from test/srt/test_no_overlap_scheduler.py
rename to test/registered/scheduler/test_no_overlap_scheduler.py
index d236819bc..dbd580d86 100644
--- a/test/srt/test_no_overlap_scheduler.py
+++ b/test/registered/scheduler/test_no_overlap_scheduler.py
@@ -6,8 +6,11 @@ python3 test_overlap_schedule.py
 
 import unittest
 
+from sglang.test.ci.ci_register import register_cuda_ci
 from sglang.test.test_utils import CustomTestCase, run_mmlu_test
 
+register_cuda_ci(est_time=217, suite="stage-b-test-small-1-gpu")
+
 
 class TestOverlapSchedule(CustomTestCase):
     def test_no_radix_attention_chunked_prefill(self):
diff --git a/test/srt/test_prefill_adder.py b/test/registered/scheduler/test_prefill_adder.py
similarity index 98%
rename from test/srt/test_prefill_adder.py
rename to test/registered/scheduler/test_prefill_adder.py
index 01772e526..f11b0b16f 100644
--- a/test/srt/test_prefill_adder.py
+++ b/test/registered/scheduler/test_prefill_adder.py
@@ -4,8 +4,12 @@ from unittest.mock import MagicMock, patch
 
 from sglang.srt.managers.schedule_batch import Req
 from sglang.srt.managers.schedule_policy import PrefillAdder
+from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
 from sglang.test.test_utils import CustomTestCase
 
+register_cuda_ci(est_time=1, suite="stage-b-test-small-1-gpu")
+register_amd_ci(est_time=2, suite="stage-b-test-small-1-gpu-amd")
+
 
 class TestPrefillAdder(CustomTestCase):
     def setUp(self):
diff --git a/test/srt/test_priority_scheduling.py b/test/registered/scheduler/test_priority_scheduling.py
similarity index 98%
rename from test/srt/test_priority_scheduling.py
rename to test/registered/scheduler/test_priority_scheduling.py
index 89733f157..b3ba23ea0 100644
--- a/test/srt/test_priority_scheduling.py
+++ b/test/registered/scheduler/test_priority_scheduling.py
@@ -5,6 +5,7 @@ import unittest
 from typing import Any, List, Optional, Tuple
 
 from sglang.srt.utils import kill_process_tree
+from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
 from sglang.test.test_utils import (
     DEFAULT_SMALL_MODEL_NAME_FOR_TEST,
     DEFAULT_TIMEOUT_FOR_SERVER_LAUNCH,
@@ -16,6 +17,9 @@ from sglang.test.test_utils import (
     send_concurrent_generate_requests_with_custom_params,
 )
 
+register_cuda_ci(est_time=130, suite="stage-b-test-small-1-gpu")
+register_amd_ci(est_time=195, suite="stage-b-test-small-1-gpu-amd")
+
 
 class TestPriorityScheduling(CustomTestCase):
     @classmethod
diff --git a/test/srt/test_retract_decode.py b/test/registered/scheduler/test_retract_decode.py
similarity index 94%
rename from test/srt/test_retract_decode.py
rename to test/registered/scheduler/test_retract_decode.py
index 0b0f17bfb..aa4ba9e5e 100644
--- a/test/srt/test_retract_decode.py
+++ b/test/registered/scheduler/test_retract_decode.py
@@ -6,6 +6,7 @@ import requests
 
 from sglang.srt.environ import envs
 from sglang.srt.utils import kill_process_tree
+from sglang.test.ci.ci_register import register_amd_ci, register_cuda_ci
 from sglang.test.run_eval import run_eval
 from sglang.test.test_utils import (
     DEFAULT_MODEL_NAME_FOR_TEST,
@@ -16,6 +17,9 @@ from sglang.test.test_utils import (
 )
 from sglang.utils import is_in_ci
 
+register_cuda_ci(est_time=259, suite="stage-b-test-small-1-gpu")
+register_amd_ci(est_time=450, suite="stage-b-test-small-1-gpu-amd")
+
 
 class TestRetractDecode(CustomTestCase):
     """python -m unittest test_retract_decode.TestRetractDecode"""
diff --git a/test/srt/run_suite.py b/test/srt/run_suite.py
index f416c40e8..f3f428ee8 100644
--- a/test/srt/run_suite.py
+++ b/test/srt/run_suite.py
@@ -9,8 +9,6 @@ from sglang.test.ci.ci_utils import TestFile, run_unittest_files
 # NOTE: please sort the test cases alphabetically by the test file name
 suites = {
     "per-commit-1-gpu": [
-        TestFile("test_abort.py", 131),
-        TestFile("test_chunked_prefill.py", 312),
         TestFile("test_deterministic.py", 228),
         TestFile("test_eval_fp8_accuracy.py", 250),
         TestFile("test_evs.py", 20),
@@ -25,13 +23,8 @@ suites = {
         TestFile("test_model_hooks.py", 6),
         TestFile("test_modelopt_loader.py", 11),
         TestFile("test_multi_tokenizer.py", 230),
-        TestFile("test_no_chunked_prefill.py", 108),
-        TestFile("test_no_overlap_scheduler.py", 217),
         TestFile("test_page_size.py", 60),
-        TestFile("test_prefill_adder.py", 1),
-        TestFile("test_priority_scheduling.py", 130),
         TestFile("test_request_queue_validation.py", 47),
-        TestFile("test_retract_decode.py", 259),
         TestFile("test_score_api.py", 260),
         TestFile("test_server_args.py", 9),
         TestFile("test_skip_tokenizer_init.py", 77),
@@ -134,9 +127,7 @@ suite_amd = {
         # TestFile("lora/test_lora_backend.py", 99), # Disabled temporarily, see https://github.com/sgl-project/sglang/issues/13107
         # TestFile("lora/test_lora_cuda_graph.py", 250), # Disabled temporarily, see https://github.com/sgl-project/sglang/issues/13107
         # TestFile("lora/test_lora_qwen3.py", 97), # Disabled temporarily, see https://github.com/sgl-project/sglang/issues/13107
-        TestFile("test_abort.py", 51),
         TestFile("test_bench_typebaseddispatcher.py", 10),
-        TestFile("test_chunked_prefill.py", 312),
         TestFile("test_eval_fp8_accuracy.py", 303),
         TestFile("test_external_models.py", 45),
         TestFile("test_input_embeddings.py", 38),
@@ -144,14 +135,10 @@ suite_amd = {
         TestFile("test_jinja_template_utils.py", 1),
         TestFile("test_model_hooks.py", 10),
         TestFile("test_multi_tokenizer.py", 345),
-        TestFile("test_no_chunked_prefill.py", 108),
         TestFile("test_page_size.py", 60),
-        TestFile("test_prefill_adder.py", 2),
-        TestFile("test_priority_scheduling.py", 195),
         TestFile("test_profile_merger.py", 12),
         TestFile("test_profile_merger_http_api.py", 15),
         TestFile("test_request_queue_validation.py", 70),
-        TestFile("test_retract_decode.py", 450),
         TestFile("test_rope_rocm.py", 3),
         TestFile("test_server_args.py", 1),
         TestFile("test_skip_tokenizer_init.py", 117),