diff --git a/litellm/__init__.py b/litellm/__init__.py
index eebd2dad91e..4ef3003c10a 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -658,6 +658,7 @@ dashscope_models: Set = set()
 moonshot_models: Set = set()
 publicai_models: Set = set()
 darkbloom_models: Set = set()
+runinfra_models: Set = set()  # mutable-ok: provider model registry, appended by add_known_models like every sibling set
 v0_models: Set = set()
 morph_models: Set = set()
 lambda_ai_models: Set = set()
@@ -913,6 +914,8 @@ def _populate_provider_model_sets(model_cost_map: Dict) -> None:
             publicai_models.add(key)
         elif value.get("litellm_provider") == "darkbloom":
             darkbloom_models.add(key)
+        elif value.get("litellm_provider") == "runinfra":
+            runinfra_models.add(key)
         elif value.get("litellm_provider") == "v0":
             v0_models.add(key)
         elif value.get("litellm_provider") == "morph":
@@ -1071,6 +1074,7 @@ model_list = list(
     | moonshot_models
     | publicai_models
     | darkbloom_models
+    | runinfra_models
     | v0_models
     | morph_models
     | lambda_ai_models
@@ -1178,6 +1182,7 @@ def _build_models_by_provider() -> dict:
         "moonshot": moonshot_models,
         "publicai": publicai_models,
         "darkbloom": darkbloom_models,
+        "runinfra": runinfra_models,
         "v0": v0_models,
         "morph": morph_models,
         "lambda_ai": lambda_ai_models,
diff --git a/litellm/constants.py b/litellm/constants.py
index 8713bd49f57..eb73920bfca 100644
--- a/litellm/constants.py
+++ b/litellm/constants.py
@@ -859,6 +859,7 @@ openai_compatible_providers: Final[list] = [
     "pinstripes",  # Pinstripes - JSON-configured provider
     "darkbloom",
     "meta",  # Meta Model API (Muse Spark) - JSON-configured provider
+    "runinfra",
     "cognition",
     "scx-ai",
 ]
diff --git a/litellm/llms/openai_like/providers.json b/litellm/llms/openai_like/providers.json
index a458a209ea9..a12e894ff0a 100644
--- a/litellm/llms/openai_like/providers.json
+++ b/litellm/llms/openai_like/providers.json
@@ -189,6 +189,14 @@
     },
     "supported_endpoints": ["/v1/chat/completions", "/v1/responses", "/v1/embeddings"]
   },
+  "runinfra": {
+    "base_url": "https://api.runinfra.ai/v1",
+    "api_key_env": "RUNINFRA_API_KEY",
+    "api_base_env": "RUNINFRA_API_BASE",
+    "param_mappings": {
+      "max_completion_tokens": "max_tokens"
+    }
+  },
   "scx-ai": {
     "base_url": "https://api.scx.ai/v1",
     "api_key_env": "SCX_API_KEY",
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index ad19818a5ce..8ad0a9b5234 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -50894,6 +50894,126 @@
         "supports_system_messages": true,
         "supports_tool_choice": true
     },
+    "runinfra/Inferact/Qwen3.8-2.4T-A95B-NVFP4": {
+        "cache_read_input_token_cost": 2e-07,
+        "input_cost_per_token": 2e-06,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 6e-06,
+        "source": "https://runinfra.ai/inference-api/qwen3-8-2-4t-a95b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/Qwen/Qwen3.8-27B": {
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token": 1e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 4e-07,
+        "source": "https://runinfra.ai/inference-api/qwen3-8-27b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
+    "runinfra/deepseek-ai/DeepSeek-V4-Flash-0731": {
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token": 1.3e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 2.7e-07,
+        "source": "https://runinfra.ai/inference-api/deepseek-v4-flash",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/deepseek-ai/DeepSeek-V4-Pro-0813": {
+        "cache_read_input_token_cost": 3e-08,
+        "input_cost_per_token": 6e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 1.9e-06,
+        "source": "https://runinfra.ai/inference-api/deepseek-v4-pro",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16": {
+        "input_cost_per_token": 5e-08,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 1.5e-07,
+        "source": "https://runinfra.ai/inference-api/nemotron-3-5-lightning-30b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/ornith-ai/Ornith-1.5-35B-A3B": {
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token": 1e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 4e-07,
+        "source": "https://runinfra.ai/inference-api/ornith-1-5-35b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
     "xai/grok-4.20-0309-non-reasoning": {
         "cache_read_input_token_cost": 2e-07,
         "input_cost_per_token": 1.25e-06,
diff --git a/litellm/provider_endpoints_support_backup.json b/litellm/provider_endpoints_support_backup.json
index 86c14fb4cd8..2b971181a7e 100644
--- a/litellm/provider_endpoints_support_backup.json
+++ b/litellm/provider_endpoints_support_backup.json
@@ -1869,6 +1869,23 @@
         "a2a": false
       }
     },
+    "runinfra": {
+      "display_name": "RunInfra (`runinfra`)",
+      "url": "https://docs.litellm.ai/docs/providers/runinfra",
+      "endpoints": {
+        "chat_completions": true,
+        "messages": false,
+        "responses": false,
+        "embeddings": false,
+        "image_generations": false,
+        "audio_transcriptions": false,
+        "audio_speech": false,
+        "moderations": false,
+        "batches": false,
+        "rerank": false,
+        "a2a": false
+      }
+    },
     "predibase": {
       "display_name": "Predibase (`predibase`)",
       "url": "https://docs.litellm.ai/docs/providers/predibase",
diff --git a/litellm/types/utils.py b/litellm/types/utils.py
index ef3586f2559..0a6561aeab8 100644
--- a/litellm/types/utils.py
+++ b/litellm/types/utils.py
@@ -3817,6 +3817,7 @@ class LlmProviders(str, Enum):
     SCX_AI = "scx-ai"
     DARKBLOOM = "darkbloom"
     META = "meta"
+    RUNINFRA = "runinfra"
     LITELLM_AGENT = "litellm_agent"
     CURSOR = "cursor"
     BEDROCK_MANTLE = "bedrock_mantle"
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index ad19818a5ce..8ad0a9b5234 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -50894,6 +50894,126 @@
         "supports_system_messages": true,
         "supports_tool_choice": true
     },
+    "runinfra/Inferact/Qwen3.8-2.4T-A95B-NVFP4": {
+        "cache_read_input_token_cost": 2e-07,
+        "input_cost_per_token": 2e-06,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 6e-06,
+        "source": "https://runinfra.ai/inference-api/qwen3-8-2-4t-a95b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/Qwen/Qwen3.8-27B": {
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token": 1e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 4e-07,
+        "source": "https://runinfra.ai/inference-api/qwen3-8-27b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
+    "runinfra/deepseek-ai/DeepSeek-V4-Flash-0731": {
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token": 1.3e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 2.7e-07,
+        "source": "https://runinfra.ai/inference-api/deepseek-v4-flash",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/deepseek-ai/DeepSeek-V4-Pro-0813": {
+        "cache_read_input_token_cost": 3e-08,
+        "input_cost_per_token": 6e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 1048576,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 1.9e-06,
+        "source": "https://runinfra.ai/inference-api/deepseek-v4-pro",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16": {
+        "input_cost_per_token": 5e-08,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 1.5e-07,
+        "source": "https://runinfra.ai/inference-api/nemotron-3-5-lightning-30b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true
+    },
+    "runinfra/ornith-ai/Ornith-1.5-35B-A3B": {
+        "cache_read_input_token_cost": 1e-08,
+        "input_cost_per_token": 1e-07,
+        "litellm_provider": "runinfra",
+        "max_input_tokens": 262144,
+        "max_output_tokens": 32768,
+        "max_tokens": 32768,
+        "mode": "chat",
+        "output_cost_per_token": 4e-07,
+        "source": "https://runinfra.ai/inference-api/ornith-1-5-35b",
+        "supported_endpoints": [
+            "/v1/chat/completions"
+        ],
+        "supports_function_calling": true,
+        "supports_native_streaming": true,
+        "supports_prompt_caching": true,
+        "supports_reasoning": true,
+        "supports_response_schema": true,
+        "supports_tool_choice": true,
+        "supports_vision": true
+    },
     "xai/grok-4.20-0309-non-reasoning": {
         "cache_read_input_token_cost": 2e-07,
         "input_cost_per_token": 1.25e-06,
diff --git a/provider_endpoints_support.json b/provider_endpoints_support.json
index 1d8d374c2c4..c6119646495 100644
--- a/provider_endpoints_support.json
+++ b/provider_endpoints_support.json
@@ -2086,6 +2086,23 @@
         "a2a": false
       }
     },
+    "runinfra": {
+      "display_name": "RunInfra (`runinfra`)",
+      "url": "https://docs.litellm.ai/docs/providers/runinfra",
+      "endpoints": {
+        "chat_completions": true,
+        "messages": false,
+        "responses": false,
+        "embeddings": false,
+        "image_generations": false,
+        "audio_transcriptions": false,
+        "audio_speech": false,
+        "moderations": false,
+        "batches": false,
+        "rerank": false,
+        "a2a": false
+      }
+    },
     "predibase": {
       "display_name": "Predibase (`predibase`)",
       "url": "https://docs.litellm.ai/docs/providers/predibase",
diff --git a/tests/test_litellm/llms/openai_like/test_json_providers.py b/tests/test_litellm/llms/openai_like/test_json_providers.py
index c8743e1809d..1dbdd079ebb 100644
--- a/tests/test_litellm/llms/openai_like/test_json_providers.py
+++ b/tests/test_litellm/llms/openai_like/test_json_providers.py
@@ -338,6 +338,132 @@ class TestDarkbloom:
             assert model_cost[model]["output_cost_per_token"] == output_cost
 
 
+class TestRuninfra:
+    def test_runinfra_json_config_exists(self):
+        from litellm.llms.openai_like.json_loader import JSONProviderRegistry
+
+        runinfra = JSONProviderRegistry.get("runinfra")
+        assert runinfra is not None
+        assert runinfra.base_url == "https://api.runinfra.ai/v1"
+        assert runinfra.api_key_env == "RUNINFRA_API_KEY"
+        assert runinfra.api_base_env == "RUNINFRA_API_BASE"
+        assert runinfra.param_mappings.get("max_completion_tokens") == "max_tokens"
+
+    def test_runinfra_provider_resolution(self):
+        from litellm.litellm_core_utils.get_llm_provider_logic import get_llm_provider
+
+        model, provider, api_key, api_base = get_llm_provider(
+            model="runinfra/deepseek-ai/DeepSeek-V4-Flash-0731",
+            custom_llm_provider=None,
+            api_base=None,
+            api_key=None,
+        )
+
+        assert model == "deepseek-ai/DeepSeek-V4-Flash-0731"
+        assert provider == "runinfra"
+        assert api_key is None
+        assert api_base == "https://api.runinfra.ai/v1"
+
+    def test_runinfra_dynamic_config(self):
+        from litellm.llms.openai_like.dynamic_config import create_config_class
+        from litellm.llms.openai_like.json_loader import JSONProviderRegistry
+
+        provider = JSONProviderRegistry.get("runinfra")
+        config_class = create_config_class(provider)
+        config = config_class()
+
+        api_base, api_key = config._get_openai_compatible_provider_info(None, None)
+        assert api_base == "https://api.runinfra.ai/v1"
+
+        api_base, api_key = config._get_openai_compatible_provider_info(
+            "https://custom.runinfra.ai/v1", "test-key"
+        )
+        assert api_base == "https://custom.runinfra.ai/v1"
+        assert api_key == "test-key"
+
+    def test_runinfra_complete_url_appends_endpoint(self):
+        from litellm.llms.openai_like.dynamic_config import create_config_class
+        from litellm.llms.openai_like.json_loader import JSONProviderRegistry
+
+        provider = JSONProviderRegistry.get("runinfra")
+        config_class = create_config_class(provider)
+        config = config_class()
+
+        url = config.get_complete_url(
+            api_base="https://api.runinfra.ai/v1",
+            api_key="test-key",
+            model="runinfra/deepseek-ai/DeepSeek-V4-Flash-0731",
+            optional_params={},
+            litellm_params={},
+            stream=True,
+        )
+
+        assert url == "https://api.runinfra.ai/v1/chat/completions"
+
+    def test_runinfra_provider_config_manager(self):
+        from litellm import LlmProviders
+        from litellm.utils import ProviderConfigManager
+
+        config = ProviderConfigManager.get_provider_chat_config(
+            model="deepseek-ai/DeepSeek-V4-Flash-0731", provider=LlmProviders.RUNINFRA
+        )
+
+        assert config is not None
+        assert config.custom_llm_provider == "runinfra"
+
+    def test_runinfra_model_cost_map(self):
+        with open(
+            os.path.join(workspace_path, "model_prices_and_context_window.json")
+        ) as f:
+            model_cost = json.load(f)
+
+        expected_models = {
+            "runinfra/deepseek-ai/DeepSeek-V4-Flash-0731": (1.3e-07, 2.7e-07, 1e-08),
+            "runinfra/deepseek-ai/DeepSeek-V4-Pro-0813": (6e-07, 1.9e-06, 3e-08),
+            "runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16": (
+                5e-08,
+                1.5e-07,
+                None,
+            ),
+            "runinfra/Inferact/Qwen3.8-2.4T-A95B-NVFP4": (2e-06, 6e-06, 2e-07),
+            "runinfra/Qwen/Qwen3.8-27B": (1e-07, 4e-07, 1e-08),
+            "runinfra/ornith-ai/Ornith-1.5-35B-A3B": (1e-07, 4e-07, 1e-08),
+        }
+        for model, (input_cost, output_cost, cache_read_cost) in expected_models.items():
+            assert model in model_cost
+            assert model_cost[model]["litellm_provider"] == "runinfra"
+            assert model_cost[model]["max_output_tokens"] == 32768
+            assert model_cost[model]["supports_function_calling"] is True
+            assert model_cost[model]["supports_tool_choice"] is True
+            assert model_cost[model]["supports_reasoning"] is True
+            assert model_cost[model]["input_cost_per_token"] == input_cost
+            assert model_cost[model]["output_cost_per_token"] == output_cost
+            if cache_read_cost is None:
+                assert "cache_read_input_token_cost" not in model_cost[model]
+                assert "supports_prompt_caching" not in model_cost[model]
+            else:
+                assert model_cost[model]["cache_read_input_token_cost"] == cache_read_cost
+                assert model_cost[model]["supports_prompt_caching"] is True
+
+        assert model_cost["runinfra/deepseek-ai/DeepSeek-V4-Flash-0731"]["max_input_tokens"] == 1048576
+        assert model_cost["runinfra/deepseek-ai/DeepSeek-V4-Pro-0813"]["max_input_tokens"] == 1048576
+        assert model_cost["runinfra/Qwen/Qwen3.8-27B"]["max_input_tokens"] == 262144
+        assert model_cost["runinfra/Inferact/Qwen3.8-2.4T-A95B-NVFP4"]["supports_response_schema"] is True
+        assert model_cost["runinfra/Qwen/Qwen3.8-27B"]["supports_response_schema"] is True
+        assert model_cost["runinfra/ornith-ai/Ornith-1.5-35B-A3B"]["max_input_tokens"] == 262144
+        # Image input is proven on exactly these two and declared on no other,
+        # so a copied flag on a text-only model reddens here.
+        for model, expected_vision in (
+            ("runinfra/Qwen/Qwen3.8-27B", True),
+            ("runinfra/ornith-ai/Ornith-1.5-35B-A3B", True),
+            ("runinfra/deepseek-ai/DeepSeek-V4-Flash-0731", False),
+            ("runinfra/deepseek-ai/DeepSeek-V4-Pro-0813", False),
+            ("runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", False),
+            ("runinfra/Inferact/Qwen3.8-2.4T-A95B-NVFP4", False),
+        ):
+            assert model_cost[model].get("supports_vision", False) is expected_vision
+
+
 class TestPublicAIIntegration:
     """Integration tests for PublicAI provider"""