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feat(runinfra): add GLM-5.3 and DeepSeek V4.1 Flash, refresh prices, drop retired models

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Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
This commit is contained in:
Jaber Jaber 2026-10-19 16:54:59 -07:00
parent c472c80a19
commit 9daed96cf2
3 changed files with 97 additions and 86 deletions
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71
litellm/model_prices_and_context_window_backup.json
View file

@ -49906,26 +49906,6 @@
"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,
@ -49947,16 +49927,16 @@
"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,
"runinfra/deepseek-ai/DeepSeek-V4.1-Flash": {
"cache_read_input_token_cost": 3e-08,
"input_cost_per_token": 1.4e-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",
"output_cost_per_token": 5.8e-07,
"source": "https://runinfra.ai/inference-api/deepseek-v4-1-flash",
"supported_endpoints": [
"/v1/chat/completions"
],
@ -49967,16 +49947,16 @@
"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,
"runinfra/deepseek-ai/DeepSeek-V4.1-Flash-1017": {
"cache_read_input_token_cost": 1e-08,
"input_cost_per_token": 1.5e-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",
"output_cost_per_token": 6e-07,
"source": "https://runinfra.ai/inference-api/deepseek-v4-1-flash-1017",
"supported_endpoints": [
"/v1/chat/completions"
],
@ -49985,7 +49965,8 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_tool_choice": true
"supports_tool_choice": true,
"supports_vision": true
},
"runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16": {
"cache_read_input_token_cost": 1e-08,
@ -50028,15 +50009,35 @@
"supports_tool_choice": true,
"supports_vision": true
},
"runinfra/zai-org/GLM-5.3-Flash": {
"cache_read_input_token_cost": 1e-08,
"input_cost_per_token": 1e-07,
"runinfra/zai-org/GLM-5.3": {
"cache_read_input_token_cost": 1.4e-07,
"input_cost_per_token": 1.4e-06,
"litellm_provider": "runinfra",
"max_input_tokens": 1048576,
"max_output_tokens": 32768,
"max_tokens": 32768,
"mode": "chat",
"output_cost_per_token": 4e-07,
"output_cost_per_token": 4.4e-06,
"source": "https://runinfra.ai/inference-api/glm-5-3",
"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/zai-org/GLM-5.3-Flash": {
"cache_read_input_token_cost": 3e-08,
"input_cost_per_token": 1.1e-07,
"litellm_provider": "runinfra",
"max_input_tokens": 1048576,
"max_output_tokens": 32768,
"max_tokens": 32768,
"mode": "chat",
"output_cost_per_token": 4.5e-07,
"source": "https://runinfra.ai/inference-api/glm-5-3-flash",
"supported_endpoints": [
"/v1/chat/completions"

71
model_prices_and_context_window.json
View file

@ -49906,26 +49906,6 @@
"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,
@ -49947,16 +49927,16 @@
"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,
"runinfra/deepseek-ai/DeepSeek-V4.1-Flash": {
"cache_read_input_token_cost": 3e-08,
"input_cost_per_token": 1.4e-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",
"output_cost_per_token": 5.8e-07,
"source": "https://runinfra.ai/inference-api/deepseek-v4-1-flash",
"supported_endpoints": [
"/v1/chat/completions"
],
@ -49967,16 +49947,16 @@
"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,
"runinfra/deepseek-ai/DeepSeek-V4.1-Flash-1017": {
"cache_read_input_token_cost": 1e-08,
"input_cost_per_token": 1.5e-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",
"output_cost_per_token": 6e-07,
"source": "https://runinfra.ai/inference-api/deepseek-v4-1-flash-1017",
"supported_endpoints": [
"/v1/chat/completions"
],
@ -49985,7 +49965,8 @@
"supports_prompt_caching": true,
"supports_reasoning": true,
"supports_response_schema": true,
"supports_tool_choice": true
"supports_tool_choice": true,
"supports_vision": true
},
"runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16": {
"cache_read_input_token_cost": 1e-08,
@ -50028,15 +50009,35 @@
"supports_tool_choice": true,
"supports_vision": true
},
"runinfra/zai-org/GLM-5.3-Flash": {
"cache_read_input_token_cost": 1e-08,
"input_cost_per_token": 1e-07,
"runinfra/zai-org/GLM-5.3": {
"cache_read_input_token_cost": 1.4e-07,
"input_cost_per_token": 1.4e-06,
"litellm_provider": "runinfra",
"max_input_tokens": 1048576,
"max_output_tokens": 32768,
"max_tokens": 32768,
"mode": "chat",
"output_cost_per_token": 4e-07,
"output_cost_per_token": 4.4e-06,
"source": "https://runinfra.ai/inference-api/glm-5-3",
"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/zai-org/GLM-5.3-Flash": {
"cache_read_input_token_cost": 3e-08,
"input_cost_per_token": 1.1e-07,
"litellm_provider": "runinfra",
"max_input_tokens": 1048576,
"max_output_tokens": 32768,
"max_tokens": 32768,
"mode": "chat",
"output_cost_per_token": 4.5e-07,
"source": "https://runinfra.ai/inference-api/glm-5-3-flash",
"supported_endpoints": [
"/v1/chat/completions"

41
tests/test_litellm/llms/openai_like/test_json_providers.py
View file

@ -353,13 +353,13 @@ class TestRuninfra:
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",
model="runinfra/deepseek-ai/DeepSeek-V4.1-Flash-1017",
custom_llm_provider=None,
api_base=None,
api_key=None,
)
assert model == "deepseek-ai/DeepSeek-V4-Flash-0731"
assert model == "deepseek-ai/DeepSeek-V4.1-Flash-1017"
assert provider == "runinfra"
assert api_key is None
assert api_base == "https://api.runinfra.ai/v1"
@ -392,7 +392,7 @@ class TestRuninfra:
url = config.get_complete_url(
api_base="https://api.runinfra.ai/v1",
api_key="test-key",
model="runinfra/deepseek-ai/DeepSeek-V4-Flash-0731",
model="runinfra/deepseek-ai/DeepSeek-V4.1-Flash-1017",
optional_params={},
litellm_params={},
stream=True,
@ -405,7 +405,7 @@ class TestRuninfra:
from litellm.utils import ProviderConfigManager
config = ProviderConfigManager.get_provider_chat_config(
model="deepseek-ai/DeepSeek-V4-Flash-0731", provider=LlmProviders.RUNINFRA
model="deepseek-ai/DeepSeek-V4.1-Flash-1017", provider=LlmProviders.RUNINFRA
)
assert config is not None
@ -418,18 +418,23 @@ class TestRuninfra:
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/deepseek-ai/DeepSeek-V4.1-Flash": (1.4e-07, 5.8e-07, 3e-08),
"runinfra/deepseek-ai/DeepSeek-V4.1-Flash-1017": (1.5e-07, 6e-07, 1e-08),
"runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16": (
5e-08,
1.5e-07,
1e-08,
),
"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),
"runinfra/zai-org/GLM-5.3-Flash": (1e-07, 4e-07, 1e-08),
"runinfra/zai-org/GLM-5.3-Flash": (1.1e-07, 4.5e-07, 3e-08),
"runinfra/zai-org/GLM-5.3": (1.4e-06, 4.4e-06, 1.4e-07),
}
# Every RunInfra entry is pinned here, so a retired model left in the
# cost map, or a new one added without its prices, reddens this test.
assert {
k for k, v in model_cost.items() if v.get("litellm_provider") == "runinfra"
} == set(expected_models)
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"
@ -446,21 +451,25 @@ class TestRuninfra:
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/deepseek-ai/DeepSeek-V4.1-Flash"]["max_input_tokens"] == 1048576
assert model_cost["runinfra/deepseek-ai/DeepSeek-V4.1-Flash-1017"]["max_input_tokens"] == 1048576
assert model_cost["runinfra/zai-org/GLM-5.3"]["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/zai-org/GLM-5.3"]["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.
# Image input is declared on exactly the four models that RunInfra's
# provider feed lists with an image input modality (Qwen3.8-27B,
# Ornith-1.5-35B-A3B, GLM-5.3-Flash and DeepSeek-V4.1-Flash-1017) and
# 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/zai-org/GLM-5.3-Flash", True),
("runinfra/deepseek-ai/DeepSeek-V4.1-Flash-1017", True),
("runinfra/deepseek-ai/DeepSeek-V4.1-Flash", False),
("runinfra/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", False),
("runinfra/Inferact/Qwen3.8-2.4T-A95B-NVFP4", False),
("runinfra/zai-org/GLM-5.3", False),
):
assert model_cost[model].get("supports_vision", False) is expected_vision