diff --git a/backend/open_webui/env.py b/backend/open_webui/env.py
index b17df7340a..f603c6c1ab 100644
--- a/backend/open_webui/env.py
+++ b/backend/open_webui/env.py
@@ -1018,6 +1018,13 @@ DEFAULT_GROUP_SHARE_PERMISSION = 'members' if _default_group_share == 'members'
 
 ENABLE_CUSTOM_MODEL_FALLBACK = os.getenv('ENABLE_CUSTOM_MODEL_FALLBACK', 'False').lower() == 'true'
 
+# Seconds a connection's last successful model list stays usable when a later
+# refresh of that connection fails. 0 serves no stale model list.
+try:
+    MODEL_LIST_FALLBACK_TTL = int(os.getenv('MODEL_LIST_FALLBACK_TTL', '300'))
+except ValueError:
+    MODEL_LIST_FALLBACK_TTL = 300
+
 MODELS_CACHE_TTL = os.getenv('MODELS_CACHE_TTL', '1')
 if MODELS_CACHE_TTL == '':
     MODELS_CACHE_TTL = None
diff --git a/backend/open_webui/main.py b/backend/open_webui/main.py
index c84a394b87..6729c8a27f 100644
--- a/backend/open_webui/main.py
+++ b/backend/open_webui/main.py
@@ -538,6 +538,7 @@ if ENABLE_OTEL:
 
 
 app.state.OLLAMA_MODELS = {}
+app.state.OLLAMA_MODEL_LIST_FALLBACK = {}
 
 ########################################
 #
@@ -547,6 +548,7 @@ app.state.OLLAMA_MODELS = {}
 
 
 app.state.OPENAI_MODELS = {}
+app.state.OPENAI_MODEL_LIST_FALLBACK = {}
 
 ########################################
 #
diff --git a/backend/open_webui/routers/ollama.py b/backend/open_webui/routers/ollama.py
index 00f41c01b3..2fd4a566c8 100644
--- a/backend/open_webui/routers/ollama.py
+++ b/backend/open_webui/routers/ollama.py
@@ -37,7 +37,7 @@ from open_webui.utils.access_control import check_model_access
 from open_webui.utils.auth import get_admin_user, get_verified_user
 from open_webui.utils.headers import get_custom_headers, include_user_info_headers
 from open_webui.utils.json_codec import JSONCodec
-from open_webui.utils.misc import calculate_sha256
+from open_webui.utils.misc import apply_model_list_fallback, calculate_sha256
 from open_webui.utils.model_ids import strip_provider_model_prefix
 from open_webui.utils.payload import (
     apply_model_params_to_body_ollama,
@@ -320,6 +320,7 @@ async def update_config(
 
     await get_all_models.cache.clear()
     request.app.state.BASE_MODELS = []
+    request.app.state.OLLAMA_MODEL_LIST_FALLBACK.clear()
     request.app.state.OLLAMA_MODELS = {}
     models = getattr(request.app.state, 'MODELS', None)
     if hasattr(models, 'clear'):
@@ -394,11 +395,15 @@ async def get_all_models(request: Request, user: UserModel | None = None):
     tasks = []
     base_urls = await Config.get('ollama.base_urls', [])
     api_configs = await Config.get('ollama.api_configs', {})
+    # Backends we query, so a failed request can reuse the models we last saw there.
+    reusable_idxs = set()
     for idx, url in enumerate(base_urls):
         api_config = resolve_api_config(api_configs, idx, url)
         if not api_config:
+            reusable_idxs.add(idx)
             tasks.append(send_get_request(f'{url}/api/tags', user=user))
         elif api_config.get('enable', True):
+            reusable_idxs.add(idx)
             tasks.append(send_get_request(f'{url}/api/tags', api_config.get('key'), user=user))
         else:
             tasks.append(asyncio.ensure_future(asyncio.sleep(0, None)))
@@ -434,6 +439,13 @@ async def get_all_models(request: Request, user: UserModel | None = None):
             if connection_type:
                 m['connection_type'] = connection_type
 
+    # After the loop above, so a reused response is not prefixed and tagged twice. Forwarded user
+    # info can make a backend answer per user, and one user's list must not be reused for another.
+    if not ENABLE_FORWARD_USER_INFO_HEADERS:
+        apply_model_list_fallback(
+            request.app.state.OLLAMA_MODEL_LIST_FALLBACK, responses, reusable_idxs, base_urls, 'models'
+        )
+
     models_dict = {'models': merge_models_lists(r.get('models', []) if r else None for r in responses)}
 
     # Annotate with expiry info from loaded-model state
diff --git a/backend/open_webui/routers/openai.py b/backend/open_webui/routers/openai.py
index 0f21defdd5..6a2042ab4c 100644
--- a/backend/open_webui/routers/openai.py
+++ b/backend/open_webui/routers/openai.py
@@ -43,7 +43,7 @@ from open_webui.utils.anthropic import ANTHROPIC_VERSION, get_anthropic_models,
 from open_webui.utils.auth import get_admin_user, get_verified_user
 from open_webui.utils.headers import get_custom_headers, include_user_info_headers
 from open_webui.utils.json_codec import JSONCodec
-from open_webui.utils.misc import convert_logit_bias_input_to_json
+from open_webui.utils.misc import apply_model_list_fallback, convert_logit_bias_input_to_json
 from open_webui.utils.model_ids import strip_provider_model_prefix
 from open_webui.utils.payload import (
     apply_model_params_to_body_openai,
@@ -346,6 +346,7 @@ async def get_openai_connection(idx: int) -> tuple[str, str, dict]:
 async def clear_openai_model_cache(request: Request):
     await get_all_models.cache.clear()
     request.app.state.BASE_MODELS = []
+    request.app.state.OPENAI_MODEL_LIST_FALLBACK.clear()
     request.app.state.OPENAI_MODELS = {}
     models = getattr(request.app.state, 'MODELS', None)
     if hasattr(models, 'clear'):
@@ -571,14 +572,7 @@ async def update_config(request: Request, form_data: OpenAIConfigForm, user=Depe
         }
     )
 
-    await get_all_models.cache.clear()
-    request.app.state.BASE_MODELS = []
-    request.app.state.OPENAI_MODELS = {}
-    models = getattr(request.app.state, 'MODELS', None)
-    if hasattr(models, 'clear'):
-        models.clear()
-    else:
-        request.app.state.MODELS = {}
+    await clear_openai_model_cache(request)
 
     await publish_event(
         request,
@@ -677,6 +671,13 @@ async def speech(request: Request, user=Depends(get_verified_user)):
         raise HTTPException(status_code=401, detail=ERROR_MESSAGES.OPENAI_NOT_FOUND)
 
 
+def is_user_scoped_connection(api_config: dict) -> bool:
+    """True when a connection's model list can differ per user, so it must not be reused for another one."""
+    if api_config.get('auth_type') in ('session', 'system_oauth'):
+        return True
+    return any('{{USER_' in str(value) for value in (api_config.get('headers') or {}).values())
+
+
 async def get_all_models_responses(request: Request, user: UserModel) -> list:
     enable_openai_api, api_base_urls, api_keys, api_configs = await get_openai_runtime_config()
     if not enable_openai_api:
@@ -689,8 +690,11 @@ async def get_all_models_responses(request: Request, user: UserModel) -> list:
         api_keys = await normalize_openai_api_keys(api_base_urls, api_keys)
 
     request_tasks = []
+    # Connections whose model list is the same for every user, so a failed request can reuse it.
+    reusable_idxs = set()
     for idx, url in enumerate(api_base_urls):
         if (str(idx) not in api_configs) and (url not in api_configs):  # Legacy support
+            reusable_idxs.add(idx)
             request_tasks.append(get_models_request(request, url, api_keys[idx], user=user))
         else:
             api_config = api_configs.get(
@@ -703,6 +707,8 @@ async def get_all_models_responses(request: Request, user: UserModel) -> list:
 
             if enable:
                 if len(model_ids) == 0:
+                    if not is_user_scoped_connection(api_config):
+                        reusable_idxs.add(idx)
                     request_tasks.append(get_models_request(request, url, api_keys[idx], user=user, config=api_config))
                 else:
                     model_list = {
@@ -762,6 +768,13 @@ async def get_all_models_responses(request: Request, user: UserModel) -> list:
                 if provider:
                     model['provider'] = provider
 
+    # After the loop above, so a reused response is not prefixed and tagged twice. Forwarded user
+    # info can make any upstream answer per user, and one user's list must not be reused for another.
+    if not ENABLE_FORWARD_USER_INFO_HEADERS:
+        apply_model_list_fallback(
+            request.app.state.OPENAI_MODEL_LIST_FALLBACK, responses, reusable_idxs, api_base_urls, 'data'
+        )
+
     log.debug('get_all_models:responses() %s', responses)
     return responses
 
diff --git a/backend/open_webui/utils/misc.py b/backend/open_webui/utils/misc.py
index ea15adf75e..327c73616a 100644
--- a/backend/open_webui/utils/misc.py
+++ b/backend/open_webui/utils/misc.py
@@ -15,7 +15,7 @@ from typing import Callable, Optional, Sequence, Union
 
 import aiohttp
 import mimeparse
-from open_webui.env import CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE
+from open_webui.env import CHAT_STREAM_RESPONSE_CHUNK_MAX_BUFFER_SIZE, MODEL_LIST_FALLBACK_TTL
 from open_webui.utils.json_codec import JSONCodec
 
 log = logging.getLogger(__name__)
@@ -1310,3 +1310,28 @@ def stream_chunks_handler(stream: aiohttp.StreamReader):
             yield bytes(buffer)
 
     return yield_safe_stream_chunks()
+
+
+def apply_model_list_fallback(last_good: dict, responses: list, reusable_idxs: set, urls: list, key: str) -> None:
+    """Cache each connection's model list, and put the last good one back when its request failed."""
+    if MODEL_LIST_FALLBACK_TTL <= 0:
+        return
+
+    for idx in reusable_idxs:
+        response = responses[idx]
+        # Some providers report a failure as an error field next to an empty list.
+        if isinstance(response, dict) and response.get('error'):
+            models = None
+        else:
+            models = response if isinstance(response, list) else (response or {}).get(key)
+
+        if isinstance(models, list):
+            last_good[idx] = (time.monotonic(), urls[idx], [{**model} for model in models])
+            continue
+
+        # The url has to match too: connections are identified by index, and another
+        # worker may still hold the models of a connection that has since been removed.
+        cached_at, cached_url, cached_models = last_good.get(idx, (0, None, None))
+        if cached_models and cached_url == urls[idx] and time.monotonic() - cached_at <= MODEL_LIST_FALLBACK_TTL:
+            log.warning('Model list request to %s failed, reusing the last known good one', urls[idx])
+            responses[idx] = {key: [{**model} for model in cached_models]}