package ratio import ( "encoding/json" "fmt" "strings" "sync" "github.com/songquanpeng/one-api/common/logger" ) const ( USD2RMB = 7 USD = 500 // $0.002 = 1 -> $1 = 500 MILLI_USD = 1.0 / 1000 * USD RMB = USD / USD2RMB ) var modelRatioLock sync.RWMutex // ModelRatio // https://platform.openai.com/docs/models/model-endpoint-compatibility // https://cloud.baidu.com/doc/WENXINWORKSHOP/s/Blfmc9dlf // https://openai.com/pricing // 1 === $0.002 / 1K tokens // 1 === ¥0.014 / 1k tokens var ModelRatio = map[string]float64{ // https://openai.com/pricing "gpt-4": 15, "gpt-4.1": 15, "gpt-4-0314": 15, "gpt-4-0613": 15, "gpt-4-32k": 30, "gpt-4-32k-0314": 30, "gpt-4-32k-0613": 30, "gpt-4-1106-preview": 5, // $0.01 / 1K tokens "gpt-4-0125-preview": 5, // $0.01 / 1K tokens "gpt-4-turbo-preview": 5, // $0.01 / 1K tokens "gpt-4-turbo": 5, // $0.01 / 1K tokens "gpt-4-turbo-2024-04-09": 5, // $0.01 / 1K tokens "gpt-4o": 2.5, // $0.005 / 1K tokens "chatgpt-4o-latest": 2.5, // $0.005 / 1K tokens "gpt-4o-2024-05-13": 2.5, // $0.005 / 1K tokens "gpt-4o-2024-08-06": 1.25, // $0.0025 / 1K tokens "gpt-4o-2024-11-20": 1.25, // $0.0025 / 1K tokens "gpt-4o-mini": 0.075, // $0.00015 / 1K tokens "gpt-4o-mini-2024-07-18": 0.075, // $0.00015 / 1K tokens "gpt-4-vision-preview": 5, // $0.01 / 1K tokens "gpt-3.5-turbo": 0.25, // $0.0005 / 1K tokens "gpt-3.5-turbo-0301": 0.75, "gpt-3.5-turbo-0613": 0.75, "gpt-3.5-turbo-16k": 1.5, // $0.003 / 1K tokens "gpt-3.5-turbo-16k-0613": 1.5, "gpt-3.5-turbo-instruct": 0.75, // $0.0015 / 1K tokens "gpt-3.5-turbo-1106": 0.5, // $0.001 / 1K tokens "gpt-3.5-turbo-0125": 0.25, // $0.0005 / 1K tokens "o1": 7.5, // $15.00 / 1M input tokens "o1-2024-12-17": 7.5, "o1-preview": 7.5, // $15.00 / 1M input tokens "o1-preview-2024-09-12": 7.5, "o1-mini": 1.5, // $3.00 / 1M input tokens "o1-mini-2024-09-12": 1.5, "o3-mini": 1.5, // $3.00 / 1M input tokens "o3-mini-2025-01-31": 1.5, "davinci-002": 1, // $0.002 / 1K tokens "babbage-002": 0.2, // $0.0004 / 1K tokens "text-ada-001": 0.2, "text-babbage-001": 0.25, "text-curie-001": 1, "text-davinci-002": 10, "text-davinci-003": 10, "text-davinci-edit-001": 10, "code-davinci-edit-001": 10, "whisper-1": 15, // $0.006 / minute -> $0.006 / 150 words -> $0.006 / 200 tokens -> $0.03 / 1k tokens "gpt-4o-mini-transcribe": 15, // $0.006 / minute -> $0.006 / 150 words -> $0.006 / 200 tokens -> $0.03 / 1k tokens "gpt-4o-transcribe": 15, // $0.006 / minute -> $0.006 / 150 words -> $0.006 / 200 tokens -> $0.03 / 1k tokens "tts-1": 7.5, // $0.015 / 1K characters "tts-1-1106": 7.5, "tts-1-hd": 15, // $0.030 / 1K characters "tts-1-hd-1106": 15, "davinci": 10, "curie": 10, "babbage": 10, "ada": 10, "text-embedding-ada-002": 0.05, "text-embedding-3-small": 0.01, "text-embedding-3-large": 0.065, "text-search-ada-doc-001": 10, "text-moderation-stable": 0.1, "text-moderation-latest": 0.1, "dall-e-2": 0.02 * USD, // $0.016 - $0.020 / image "dall-e-3": 0.04 * USD, // $0.040 - $0.120 / image // https://docs.anthropic.com/en/docs/about-claude/models "claude-instant-1.2": 0.8 / 1000 * USD, "claude-2.0": 8.0 / 1000 * USD, "claude-2.1": 8.0 / 1000 * USD, "claude-3-haiku-20240307": 0.25 / 1000 * USD, "claude-3-5-haiku-20241022": 1.0 / 1000 * USD, "claude-3-5-haiku-latest": 1.0 / 1000 * USD, "claude-3-sonnet-20240229": 3.0 / 1000 * USD, "claude-3-5-sonnet-20240620": 3.0 / 1000 * USD, "claude-3-5-sonnet-20241022": 3.0 / 1000 * USD, "claude-3-5-sonnet-latest": 3.0 / 1000 * USD, "claude-3-opus-20240229": 15.0 / 1000 * USD, // https://cloud.baidu.com/doc/WENXINWORKSHOP/s/hlrk4akp7 "ERNIE-4.0-8K": 0.120 * RMB, "ERNIE-3.5-8K": 0.012 * RMB, "ERNIE-3.5-8K-0205": 0.024 * RMB, "ERNIE-3.5-8K-1222": 0.012 * RMB, "ERNIE-Bot-8K": 0.024 * RMB, "ERNIE-3.5-4K-0205": 0.012 * RMB, "ERNIE-Speed-8K": 0.004 * RMB, "ERNIE-Speed-128K": 0.004 * RMB, "ERNIE-Lite-8K-0922": 0.008 * RMB, "ERNIE-Lite-8K-0308": 0.003 * RMB, "ERNIE-Tiny-8K": 0.001 * RMB, "BLOOMZ-7B": 0.004 * RMB, "Embedding-V1": 0.002 * RMB, "bge-large-zh": 0.002 * RMB, "bge-large-en": 0.002 * RMB, "tao-8k": 0.002 * RMB, // https://ai.google.dev/pricing // https://cloud.google.com/vertex-ai/generative-ai/pricing // "gemma-2-2b-it": 0, // "gemma-2-9b-it": 0, // "gemma-2-27b-it": 0, "gemini-pro": 0.25 * MILLI_USD, // $0.00025 / 1k characters -> $0.001 / 1k tokens "gemini-1.0-pro": 0.125 * MILLI_USD, "gemini-1.5-pro": 1.25 * MILLI_USD, "gemini-1.5-pro-001": 1.25 * MILLI_USD, "gemini-1.5-pro-experimental": 1.25 * MILLI_USD, "gemini-1.5-flash": 0.075 * MILLI_USD, "gemini-1.5-flash-001": 0.075 * MILLI_USD, "gemini-1.5-flash-8b": 0.0375 * MILLI_USD, "gemini-2.0-flash-exp": 0.075 * MILLI_USD, "gemini-2.0-flash": 0.15 * MILLI_USD, "gemini-2.0-flash-001": 0.15 * MILLI_USD, "gemini-2.0-flash-lite-preview-02-05": 0.075 * MILLI_USD, "gemini-2.0-flash-thinking-exp-01-21": 0.075 * MILLI_USD, "gemini-2.0-pro-exp-02-05": 1.25 * MILLI_USD, "aqa": 1, // https://open.bigmodel.cn/pricing "glm-zero-preview": 0.01 * RMB, "glm-4-plus": 0.05 * RMB, "glm-4-0520": 0.1 * RMB, "glm-4-airx": 0.01 * RMB, "glm-4-air": 0.0005 * RMB, "glm-4-long": 0.001 * RMB, "glm-4-flashx": 0.0001 * RMB, "glm-4-flash": 0, "glm-4": 0.1 * RMB, // deprecated model, available until 2025/06 "glm-3-turbo": 0.001 * RMB, // deprecated model, available until 2025/06 "glm-4v-plus": 0.004 * RMB, "glm-4v": 0.05 * RMB, "glm-4v-flash": 0, "cogview-3-plus": 0.06 * RMB, "cogview-3": 0.1 * RMB, "cogview-3-flash": 0, "cogviewx": 0.5 * RMB, "cogviewx-flash": 0, "charglm-4": 0.001 * RMB, "emohaa": 0.015 * RMB, "codegeex-4": 0.0001 * RMB, "embedding-2": 0.0005 * RMB, "embedding-3": 0.0005 * RMB, // https://help.aliyun.com/zh/dashscope/developer-reference/tongyi-thousand-questions-metering-and-billing "qwen-turbo": 0.0003 * RMB, "qwen-turbo-latest": 0.0003 * RMB, "qwen-plus": 0.0008 * RMB, "qwen-plus-latest": 0.0008 * RMB, "qwen-max": 0.0024 * RMB, "qwen-max-latest": 0.0024 * RMB, "qwen-max-longcontext": 0.0005 * RMB, "qwen-vl-max": 0.003 * RMB, "qwen-vl-max-latest": 0.003 * RMB, "qwen-vl-plus": 0.0015 * RMB, "qwen-vl-plus-latest": 0.0015 * RMB, "qwen-vl-ocr": 0.005 * RMB, "qwen-vl-ocr-latest": 0.005 * RMB, "qwen-audio-turbo": 1.4286, "qwen-math-plus": 0.004 * RMB, "qwen-math-plus-latest": 0.004 * RMB, "qwen-math-turbo": 0.002 * RMB, "qwen-math-turbo-latest": 0.002 * RMB, "qwen-coder-plus": 0.0035 * RMB, "qwen-coder-plus-latest": 0.0035 * RMB, "qwen-coder-turbo": 0.002 * RMB, "qwen-coder-turbo-latest": 0.002 * RMB, "qwen-mt-plus": 0.015 * RMB, "qwen-mt-turbo": 0.001 * RMB, "qwq-32b-preview": 0.002 * RMB, "qwen2.5-72b-instruct": 0.004 * RMB, "qwen2.5-32b-instruct": 0.03 * RMB, "qwen2.5-14b-instruct": 0.001 * RMB, "qwen2.5-7b-instruct": 0.0005 * RMB, "qwen2.5-3b-instruct": 0.006 * RMB, "qwen2.5-1.5b-instruct": 0.0003 * RMB, "qwen2.5-0.5b-instruct": 0.0003 * RMB, "qwen2-72b-instruct": 0.004 * RMB, "qwen2-57b-a14b-instruct": 0.0035 * RMB, "qwen2-7b-instruct": 0.001 * RMB, "qwen2-1.5b-instruct": 0.001 * RMB, "qwen2-0.5b-instruct": 0.001 * RMB, "qwen1.5-110b-chat": 0.007 * RMB, "qwen1.5-72b-chat": 0.005 * RMB, "qwen1.5-32b-chat": 0.0035 * RMB, "qwen1.5-14b-chat": 0.002 * RMB, "qwen1.5-7b-chat": 0.001 * RMB, "qwen1.5-1.8b-chat": 0.001 * RMB, "qwen1.5-0.5b-chat": 0.001 * RMB, "qwen-72b-chat": 0.02 * RMB, "qwen-14b-chat": 0.008 * RMB, "qwen-7b-chat": 0.006 * RMB, "qwen-1.8b-chat": 0.006 * RMB, "qwen-1.8b-longcontext-chat": 0.006 * RMB, "qvq-72b-preview": 0.012 * RMB, "qwen2.5-vl-72b-instruct": 0.016 * RMB, "qwen2.5-vl-7b-instruct": 0.002 * RMB, "qwen2.5-vl-3b-instruct": 0.0012 * RMB, "qwen2-vl-7b-instruct": 0.016 * RMB, "qwen2-vl-2b-instruct": 0.002 * RMB, "qwen-vl-v1": 0.002 * RMB, "qwen-vl-chat-v1": 0.002 * RMB, "qwen2-audio-instruct": 0.002 * RMB, "qwen-audio-chat": 0.002 * RMB, "qwen2.5-math-72b-instruct": 0.004 * RMB, "qwen2.5-math-7b-instruct": 0.001 * RMB, "qwen2.5-math-1.5b-instruct": 0.001 * RMB, "qwen2-math-72b-instruct": 0.004 * RMB, "qwen2-math-7b-instruct": 0.001 * RMB, "qwen2-math-1.5b-instruct": 0.001 * RMB, "qwen2.5-coder-32b-instruct": 0.002 * RMB, "qwen2.5-coder-14b-instruct": 0.002 * RMB, "qwen2.5-coder-7b-instruct": 0.001 * RMB, "qwen2.5-coder-3b-instruct": 0.001 * RMB, "qwen2.5-coder-1.5b-instruct": 0.001 * RMB, "qwen2.5-coder-0.5b-instruct": 0.001 * RMB, "text-embedding-v1": 0.0007 * RMB, // ¥0.0007 / 1k tokens "text-embedding-v3": 0.0007 * RMB, "text-embedding-v2": 0.0007 * RMB, "text-embedding-async-v2": 0.0007 * RMB, "text-embedding-async-v1": 0.0007 * RMB, "ali-stable-diffusion-xl": 8.00, "ali-stable-diffusion-v1.5": 8.00, "wanx-v1": 8.00, "deepseek-r1": 0.002 * RMB, "deepseek-v3": 0.001 * RMB, "deepseek-r1-distill-qwen-1.5b": 0.001 * RMB, "deepseek-r1-distill-qwen-7b": 0.0005 * RMB, "deepseek-r1-distill-qwen-14b": 0.001 * RMB, "deepseek-r1-distill-qwen-32b": 0.002 * RMB, "deepseek-r1-distill-llama-8b": 0.0005 * RMB, "deepseek-r1-distill-llama-70b": 0.004 * RMB, "SparkDesk": 1.2858, // ¥0.018 / 1k tokens "SparkDesk-v1.1": 1.2858, // ¥0.018 / 1k tokens "SparkDesk-v2.1": 1.2858, // ¥0.018 / 1k tokens "SparkDesk-v3.1": 1.2858, // ¥0.018 / 1k tokens "SparkDesk-v3.1-128K": 1.2858, // ¥0.018 / 1k tokens "SparkDesk-v3.5": 1.2858, // ¥0.018 / 1k tokens "SparkDesk-v3.5-32K": 1.2858, // ¥0.018 / 1k tokens "SparkDesk-v4.0": 1.2858, // ¥0.018 / 1k tokens "360GPT_S2_V9": 0.8572, // ¥0.012 / 1k tokens "embedding-bert-512-v1": 0.0715, // ¥0.001 / 1k tokens "embedding_s1_v1": 0.0715, // ¥0.001 / 1k tokens "semantic_similarity_s1_v1": 0.0715, // ¥0.001 / 1k tokens // https://cloud.tencent.com/document/product/1729/97731#e0e6be58-60c8-469f-bdeb-6c264ce3b4d0 "hunyuan-turbo": 0.015 * RMB, "hunyuan-large": 0.004 * RMB, "hunyuan-large-longcontext": 0.006 * RMB, "hunyuan-standard": 0.0008 * RMB, "hunyuan-standard-256K": 0.0005 * RMB, "hunyuan-translation-lite": 0.005 * RMB, "hunyuan-role": 0.004 * RMB, "hunyuan-functioncall": 0.004 * RMB, "hunyuan-code": 0.004 * RMB, "hunyuan-turbo-vision": 0.08 * RMB, "hunyuan-vision": 0.018 * RMB, "hunyuan-embedding": 0.0007 * RMB, // https://platform.moonshot.cn/pricing "moonshot-v1-8k": 0.012 * RMB, "moonshot-v1-32k": 0.024 * RMB, "moonshot-v1-128k": 0.06 * RMB, // https://platform.baichuan-ai.com/price "Baichuan2-Turbo": 0.008 * RMB, "Baichuan2-Turbo-192k": 0.016 * RMB, "Baichuan2-53B": 0.02 * RMB, // https://api.minimax.chat/document/price "abab6.5-chat": 0.03 * RMB, "abab6.5s-chat": 0.01 * RMB, "abab6-chat": 0.1 * RMB, "abab5.5-chat": 0.015 * RMB, "abab5.5s-chat": 0.005 * RMB, // https://docs.mistral.ai/platform/pricing/ "open-mistral-7b": 0.25 / 1000 * USD, "open-mixtral-8x7b": 0.7 / 1000 * USD, "mistral-small-latest": 2.0 / 1000 * USD, "mistral-medium-latest": 2.7 / 1000 * USD, "mistral-large-latest": 8.0 / 1000 * USD, "mistral-embed": 0.1 / 1000 * USD, // https://wow.groq.com/#:~:text=inquiries%C2%A0here.-,Model,-Current%20Speed "gemma-7b-it": 0.07 / 1000000 * USD, "gemma2-9b-it": 0.20 / 1000000 * USD, "llama-3.1-70b-versatile": 0.59 / 1000000 * USD, "llama-3.1-8b-instant": 0.05 / 1000000 * USD, "llama-3.2-11b-text-preview": 0.05 / 1000000 * USD, "llama-3.2-11b-vision-preview": 0.05 / 1000000 * USD, "llama-3.2-1b-preview": 0.05 / 1000000 * USD, "llama-3.2-3b-preview": 0.05 / 1000000 * USD, "llama-3.2-90b-text-preview": 0.59 / 1000000 * USD, "llama-guard-3-8b": 0.05 / 1000000 * USD, "llama3-70b-8192": 0.59 / 1000000 * USD, "llama3-8b-8192": 0.05 / 1000000 * USD, "llama3-groq-70b-8192-tool-use-preview": 0.89 / 1000000 * USD, "llama3-groq-8b-8192-tool-use-preview": 0.19 / 1000000 * USD, "mixtral-8x7b-32768": 0.24 / 1000000 * USD, // https://platform.lingyiwanwu.com/docs#-计费单元 "yi-34b-chat-0205": 2.5 / 1000 * RMB, "yi-34b-chat-200k": 12.0 / 1000 * RMB, "yi-vl-plus": 6.0 / 1000 * RMB, // https://platform.stepfun.com/docs/pricing/details "step-1-8k": 0.005 / 1000 * RMB, "step-1-32k": 0.015 / 1000 * RMB, "step-1-128k": 0.040 / 1000 * RMB, "step-1-256k": 0.095 / 1000 * RMB, "step-1-flash": 0.001 / 1000 * RMB, "step-2-16k": 0.038 / 1000 * RMB, "step-1v-8k": 0.005 / 1000 * RMB, "step-1v-32k": 0.015 / 1000 * RMB, // aws llama3 https://aws.amazon.com/cn/bedrock/pricing/ "llama3-8b-8192(33)": 0.0003 / 0.002, // $0.0003 / 1K tokens "llama3-70b-8192(33)": 0.00265 / 0.002, // $0.00265 / 1K tokens // https://cohere.com/pricing "command": 0.5, "command-nightly": 0.5, "command-light": 0.5, "command-light-nightly": 0.5, "command-r": 0.5 / 1000 * USD, "command-r-plus": 3.0 / 1000 * USD, // https://platform.deepseek.com/api-docs/pricing/ "deepseek-chat": 0.14 * MILLI_USD, "deepseek-reasoner": 0.55 * MILLI_USD, // https://www.deepl.com/pro?cta=header-prices "deepl-zh": 25.0 / 1000 * USD, "deepl-en": 25.0 / 1000 * USD, "deepl-ja": 25.0 / 1000 * USD, // https://console.x.ai/ "grok-beta": 5.0 / 1000 * USD, // replicate charges based on the number of generated images // https://replicate.com/pricing "black-forest-labs/flux-1.1-pro": 0.04 * USD, "black-forest-labs/flux-1.1-pro-ultra": 0.06 * USD, "black-forest-labs/flux-canny-dev": 0.025 * USD, "black-forest-labs/flux-canny-pro": 0.05 * USD, "black-forest-labs/flux-depth-dev": 0.025 * USD, "black-forest-labs/flux-depth-pro": 0.05 * USD, "black-forest-labs/flux-dev": 0.025 * USD, "black-forest-labs/flux-dev-lora": 0.032 * USD, "black-forest-labs/flux-fill-dev": 0.04 * USD, "black-forest-labs/flux-fill-pro": 0.05 * USD, "black-forest-labs/flux-pro": 0.055 * USD, "black-forest-labs/flux-redux-dev": 0.025 * USD, "black-forest-labs/flux-redux-schnell": 0.003 * USD, "black-forest-labs/flux-schnell": 0.003 * USD, "black-forest-labs/flux-schnell-lora": 0.02 * USD, "ideogram-ai/ideogram-v2": 0.08 * USD, "ideogram-ai/ideogram-v2-turbo": 0.05 * USD, "recraft-ai/recraft-v3": 0.04 * USD, "recraft-ai/recraft-v3-svg": 0.08 * USD, "stability-ai/stable-diffusion-3": 0.035 * USD, "stability-ai/stable-diffusion-3.5-large": 0.065 * USD, "stability-ai/stable-diffusion-3.5-large-turbo": 0.04 * USD, "stability-ai/stable-diffusion-3.5-medium": 0.035 * USD, // replicate chat models "ibm-granite/granite-20b-code-instruct-8k": 0.100 * USD, "ibm-granite/granite-3.0-2b-instruct": 0.030 * USD, "ibm-granite/granite-3.0-8b-instruct": 0.050 * USD, "ibm-granite/granite-8b-code-instruct-128k": 0.050 * USD, "meta/llama-2-13b": 0.100 * USD, "meta/llama-2-13b-chat": 0.100 * USD, "meta/llama-2-70b": 0.650 * USD, "meta/llama-2-70b-chat": 0.650 * USD, "meta/llama-2-7b": 0.050 * USD, "meta/llama-2-7b-chat": 0.050 * USD, "meta/meta-llama-3.1-405b-instruct": 9.500 * USD, "meta/meta-llama-3-70b": 0.650 * USD, "meta/meta-llama-3-70b-instruct": 0.650 * USD, "meta/meta-llama-3-8b": 0.050 * USD, "meta/meta-llama-3-8b-instruct": 0.050 * USD, "mistralai/mistral-7b-instruct-v0.2": 0.050 * USD, "mistralai/mistral-7b-v0.1": 0.050 * USD, "mistralai/mixtral-8x7b-instruct-v0.1": 0.300 * USD, //https://openrouter.ai/models "01-ai/yi-large": 1.5, "aetherwiing/mn-starcannon-12b": 0.6, "ai21/jamba-1-5-large": 4.0, "ai21/jamba-1-5-mini": 0.2, "ai21/jamba-instruct": 0.35, "aion-labs/aion-1.0": 6.0, "aion-labs/aion-1.0-mini": 1.2, "aion-labs/aion-rp-llama-3.1-8b": 0.1, "allenai/llama-3.1-tulu-3-405b": 5.0, "alpindale/goliath-120b": 4.6875, "alpindale/magnum-72b": 1.125, "amazon/nova-lite-v1": 0.12, "amazon/nova-micro-v1": 0.07, "amazon/nova-pro-v1": 1.6, "anthracite-org/magnum-v2-72b": 1.5, "anthracite-org/magnum-v4-72b": 1.125, "anthropic/claude-2": 12.0, "anthropic/claude-2.0": 12.0, "anthropic/claude-2.0:beta": 12.0, "anthropic/claude-2.1": 12.0, "anthropic/claude-2.1:beta": 12.0, "anthropic/claude-2:beta": 12.0, "anthropic/claude-3-haiku": 0.625, "anthropic/claude-3-haiku:beta": 0.625, "anthropic/claude-3-opus": 37.5, "anthropic/claude-3-opus:beta": 37.5, "anthropic/claude-3-sonnet": 7.5, "anthropic/claude-3-sonnet:beta": 7.5, "anthropic/claude-3.5-haiku": 2.0, "anthropic/claude-3.5-haiku-20241022": 2.0, "anthropic/claude-3.5-haiku-20241022:beta": 2.0, "anthropic/claude-3.5-haiku:beta": 2.0, "anthropic/claude-3.5-sonnet": 7.5, "anthropic/claude-3.5-sonnet-20240620": 7.5, "anthropic/claude-3.5-sonnet-20240620:beta": 7.5, "anthropic/claude-3.5-sonnet:beta": 7.5, "cognitivecomputations/dolphin-mixtral-8x22b": 0.45, "cognitivecomputations/dolphin-mixtral-8x7b": 0.25, "cohere/command": 0.95, "cohere/command-r": 0.7125, "cohere/command-r-03-2024": 0.7125, "cohere/command-r-08-2024": 0.285, "cohere/command-r-plus": 7.125, "cohere/command-r-plus-04-2024": 7.125, "cohere/command-r-plus-08-2024": 4.75, "cohere/command-r7b-12-2024": 0.075, "databricks/dbrx-instruct": 0.6, "deepseek/deepseek-chat": 0.445, "deepseek/deepseek-chat-v2.5": 1.0, "deepseek/deepseek-chat:free": 0.0, "deepseek/deepseek-r1": 1.2, "deepseek/deepseek-r1-distill-llama-70b": 0.345, "deepseek/deepseek-r1-distill-llama-70b:free": 0.0, "deepseek/deepseek-r1-distill-llama-8b": 0.02, "deepseek/deepseek-r1-distill-qwen-1.5b": 0.09, "deepseek/deepseek-r1-distill-qwen-14b": 0.075, "deepseek/deepseek-r1-distill-qwen-32b": 0.09, "deepseek/deepseek-r1:free": 0.0, "eva-unit-01/eva-llama-3.33-70b": 3.0, "eva-unit-01/eva-qwen-2.5-32b": 1.7, "eva-unit-01/eva-qwen-2.5-72b": 3.0, "google/gemini-2.0-flash-001": 0.2, "google/gemini-2.0-flash-exp:free": 0.0, "google/gemini-2.0-flash-lite-preview-02-05:free": 0.0, "google/gemini-2.0-flash-thinking-exp-1219:free": 0.0, "google/gemini-2.0-flash-thinking-exp:free": 0.0, "google/gemini-2.0-pro-exp-02-05:free": 0.0, "google/gemini-exp-1206:free": 0.0, "google/gemini-flash-1.5": 0.15, "google/gemini-flash-1.5-8b": 0.075, "google/gemini-flash-1.5-8b-exp": 0.0, "google/gemini-pro": 0.75, "google/gemini-pro-1.5": 2.5, "google/gemini-pro-vision": 0.75, "google/gemma-2-27b-it": 0.135, "google/gemma-2-9b-it": 0.03, "google/gemma-2-9b-it:free": 0.0, "google/gemma-7b-it": 0.075, "google/learnlm-1.5-pro-experimental:free": 0.0, "google/palm-2-chat-bison": 1.0, "google/palm-2-chat-bison-32k": 1.0, "google/palm-2-codechat-bison": 1.0, "google/palm-2-codechat-bison-32k": 1.0, "gryphe/mythomax-l2-13b": 0.0325, "gryphe/mythomax-l2-13b:free": 0.0, "huggingfaceh4/zephyr-7b-beta:free": 0.0, "infermatic/mn-inferor-12b": 0.6, "inflection/inflection-3-pi": 5.0, "inflection/inflection-3-productivity": 5.0, "jondurbin/airoboros-l2-70b": 0.25, "liquid/lfm-3b": 0.01, "liquid/lfm-40b": 0.075, "liquid/lfm-7b": 0.005, "mancer/weaver": 1.125, "meta-llama/llama-2-13b-chat": 0.11, "meta-llama/llama-2-70b-chat": 0.45, "meta-llama/llama-3-70b-instruct": 0.2, "meta-llama/llama-3-8b-instruct": 0.03, "meta-llama/llama-3-8b-instruct:free": 0.0, "meta-llama/llama-3.1-405b": 1.0, "meta-llama/llama-3.1-405b-instruct": 0.4, "meta-llama/llama-3.1-70b-instruct": 0.15, "meta-llama/llama-3.1-8b-instruct": 0.025, "meta-llama/llama-3.2-11b-vision-instruct": 0.0275, "meta-llama/llama-3.2-11b-vision-instruct:free": 0.0, "meta-llama/llama-3.2-1b-instruct": 0.005, "meta-llama/llama-3.2-3b-instruct": 0.0125, "meta-llama/llama-3.2-90b-vision-instruct": 0.8, "meta-llama/llama-3.3-70b-instruct": 0.15, "meta-llama/llama-3.3-70b-instruct:free": 0.0, "meta-llama/llama-guard-2-8b": 0.1, "microsoft/phi-3-medium-128k-instruct": 0.5, "microsoft/phi-3-medium-128k-instruct:free": 0.0, "microsoft/phi-3-mini-128k-instruct": 0.05, "microsoft/phi-3-mini-128k-instruct:free": 0.0, "microsoft/phi-3.5-mini-128k-instruct": 0.05, "microsoft/phi-4": 0.07, "microsoft/wizardlm-2-7b": 0.035, "microsoft/wizardlm-2-8x22b": 0.25, "minimax/minimax-01": 0.55, "mistralai/codestral-2501": 0.45, "mistralai/codestral-mamba": 0.125, "mistralai/ministral-3b": 0.02, "mistralai/ministral-8b": 0.05, "mistralai/mistral-7b-instruct": 0.0275, "mistralai/mistral-7b-instruct-v0.1": 0.1, "mistralai/mistral-7b-instruct-v0.3": 0.0275, "mistralai/mistral-7b-instruct:free": 0.0, "mistralai/mistral-large": 3.0, "mistralai/mistral-large-2407": 3.0, "mistralai/mistral-large-2411": 3.0, "mistralai/mistral-medium": 4.05, "mistralai/mistral-nemo": 0.04, "mistralai/mistral-nemo:free": 0.0, "mistralai/mistral-small": 0.3, "mistralai/mistral-small-24b-instruct-2501": 0.07, "mistralai/mistral-small-24b-instruct-2501:free": 0.0, "mistralai/mistral-tiny": 0.125, "mistralai/mixtral-8x22b-instruct": 0.45, "mistralai/mixtral-8x7b": 0.3, "mistralai/mixtral-8x7b-instruct": 0.12, "mistralai/pixtral-12b": 0.05, "mistralai/pixtral-large-2411": 3.0, "neversleep/llama-3-lumimaid-70b": 2.25, "neversleep/llama-3-lumimaid-8b": 0.5625, "neversleep/llama-3-lumimaid-8b:extended": 0.5625, "neversleep/llama-3.1-lumimaid-70b": 2.25, "neversleep/llama-3.1-lumimaid-8b": 0.5625, "neversleep/noromaid-20b": 1.125, "nothingiisreal/mn-celeste-12b": 0.6, "nousresearch/hermes-2-pro-llama-3-8b": 0.02, "nousresearch/hermes-3-llama-3.1-405b": 0.4, "nousresearch/hermes-3-llama-3.1-70b": 0.15, "nousresearch/nous-hermes-2-mixtral-8x7b-dpo": 0.3, "nousresearch/nous-hermes-llama2-13b": 0.085, "nvidia/llama-3.1-nemotron-70b-instruct": 0.15, "nvidia/llama-3.1-nemotron-70b-instruct:free": 0.0, "openai/chatgpt-4o-latest": 7.5, "openai/gpt-3.5-turbo": 0.75, "openai/gpt-3.5-turbo-0125": 0.75, "openai/gpt-3.5-turbo-0613": 1.0, "openai/gpt-3.5-turbo-1106": 1.0, "openai/gpt-3.5-turbo-16k": 2.0, "openai/gpt-3.5-turbo-instruct": 1.0, "openai/gpt-4": 30.0, "openai/gpt-4-0314": 30.0, "openai/gpt-4-1106-preview": 15.0, "openai/gpt-4-32k": 60.0, "openai/gpt-4-32k-0314": 60.0, "openai/gpt-4-turbo": 15.0, "openai/gpt-4-turbo-preview": 15.0, "openai/gpt-4o": 5.0, "openai/gpt-4o-2024-05-13": 7.5, "openai/gpt-4o-2024-08-06": 5.0, "openai/gpt-4o-2024-11-20": 5.0, "openai/gpt-4o-mini": 0.3, "openai/gpt-4o-mini-2024-07-18": 0.3, "openai/gpt-4o:extended": 9.0, "openai/o1": 30.0, "openai/o1-mini": 2.2, "openai/o1-mini-2024-09-12": 2.2, "openai/o1-preview": 30.0, "openai/o1-preview-2024-09-12": 30.0, "openai/o3-mini": 2.2, "openai/o3-mini-high": 2.2, "openchat/openchat-7b": 0.0275, "openchat/openchat-7b:free": 0.0, "openrouter/auto": -500000.0, "perplexity/llama-3.1-sonar-huge-128k-online": 2.5, "perplexity/llama-3.1-sonar-large-128k-chat": 0.5, "perplexity/llama-3.1-sonar-large-128k-online": 0.5, "perplexity/llama-3.1-sonar-small-128k-chat": 0.1, "perplexity/llama-3.1-sonar-small-128k-online": 0.1, "perplexity/sonar": 0.5, "perplexity/sonar-reasoning": 2.5, "pygmalionai/mythalion-13b": 0.6, "qwen/qvq-72b-preview": 0.25, "qwen/qwen-2-72b-instruct": 0.45, "qwen/qwen-2-7b-instruct": 0.027, "qwen/qwen-2-7b-instruct:free": 0.0, "qwen/qwen-2-vl-72b-instruct": 0.2, "qwen/qwen-2-vl-7b-instruct": 0.05, "qwen/qwen-2.5-72b-instruct": 0.2, "qwen/qwen-2.5-7b-instruct": 0.025, "qwen/qwen-2.5-coder-32b-instruct": 0.08, "qwen/qwen-max": 3.2, "qwen/qwen-plus": 0.6, "qwen/qwen-turbo": 0.1, "qwen/qwen-vl-plus:free": 0.0, "qwen/qwen2.5-vl-72b-instruct:free": 0.0, "qwen/qwq-32b-preview": 0.09, "raifle/sorcererlm-8x22b": 2.25, "sao10k/fimbulvetr-11b-v2": 0.6, "sao10k/l3-euryale-70b": 0.4, "sao10k/l3-lunaris-8b": 0.03, "sao10k/l3.1-70b-hanami-x1": 1.5, "sao10k/l3.1-euryale-70b": 0.4, "sao10k/l3.3-euryale-70b": 0.4, "sophosympatheia/midnight-rose-70b": 0.4, "sophosympatheia/rogue-rose-103b-v0.2:free": 0.0, "teknium/openhermes-2.5-mistral-7b": 0.085, "thedrummer/rocinante-12b": 0.25, "thedrummer/unslopnemo-12b": 0.25, "undi95/remm-slerp-l2-13b": 0.6, "undi95/toppy-m-7b": 0.035, "undi95/toppy-m-7b:free": 0.0, "x-ai/grok-2-1212": 5.0, "x-ai/grok-2-vision-1212": 5.0, "x-ai/grok-beta": 7.5, "x-ai/grok-vision-beta": 7.5, "xwin-lm/xwin-lm-70b": 1.875, } var CompletionRatio = map[string]float64{ // aws llama3 "llama3-8b-8192(33)": 0.0006 / 0.0003, "llama3-70b-8192(33)": 0.0035 / 0.00265, // whisper "whisper-1": 0, // only count input tokens "gpt-4o-mini-transcribe": 0, "gpt-4o-transcribe": 0, // deepseek "deepseek-chat": 0.28 / 0.14, "deepseek-reasoner": 2.19 / 0.55, } var ( DefaultModelRatio map[string]float64 DefaultCompletionRatio map[string]float64 ) func init() { DefaultModelRatio = make(map[string]float64) for k, v := range ModelRatio { DefaultModelRatio[k] = v } DefaultCompletionRatio = make(map[string]float64) for k, v := range CompletionRatio { DefaultCompletionRatio[k] = v } } func AddNewMissingRatio(oldRatio string) string { newRatio := make(map[string]float64) err := json.Unmarshal([]byte(oldRatio), &newRatio) if err != nil { logger.SysError("error unmarshalling old ratio: " + err.Error()) return oldRatio } for k, v := range DefaultModelRatio { if _, ok := newRatio[k]; !ok { newRatio[k] = v } } jsonBytes, err := json.Marshal(newRatio) if err != nil { logger.SysError("error marshalling new ratio: " + err.Error()) return oldRatio } return string(jsonBytes) } func ModelRatio2JSONString() string { jsonBytes, err := json.Marshal(ModelRatio) if err != nil { logger.SysError("error marshalling model ratio: " + err.Error()) } return string(jsonBytes) } func UpdateModelRatioByJSONString(jsonStr string) error { modelRatioLock.Lock() defer modelRatioLock.Unlock() ModelRatio = make(map[string]float64) return json.Unmarshal([]byte(jsonStr), &ModelRatio) } func GetModelRatio(name string, channelType int) float64 { modelRatioLock.RLock() defer modelRatioLock.RUnlock() if strings.HasPrefix(name, "qwen-") && strings.HasSuffix(name, "-internet") { name = strings.TrimSuffix(name, "-internet") } if strings.HasPrefix(name, "command-") && strings.HasSuffix(name, "-internet") { name = strings.TrimSuffix(name, "-internet") } model := fmt.Sprintf("%s(%d)", name, channelType) if ratio, ok := ModelRatio[model]; ok { return ratio } if ratio, ok := DefaultModelRatio[model]; ok { return ratio } if ratio, ok := ModelRatio[name]; ok { return ratio } if ratio, ok := DefaultModelRatio[name]; ok { return ratio } logger.SysError("model ratio not found: " + name) return 30 } func CompletionRatio2JSONString() string { jsonBytes, err := json.Marshal(CompletionRatio) if err != nil { logger.SysError("error marshalling completion ratio: " + err.Error()) } return string(jsonBytes) } func UpdateCompletionRatioByJSONString(jsonStr string) error { CompletionRatio = make(map[string]float64) return json.Unmarshal([]byte(jsonStr), &CompletionRatio) } func GetCompletionRatio(name string, channelType int) float64 { if strings.HasPrefix(name, "qwen-") && strings.HasSuffix(name, "-internet") { name = strings.TrimSuffix(name, "-internet") } model := fmt.Sprintf("%s(%d)", name, channelType) if ratio, ok := CompletionRatio[model]; ok { return ratio } if ratio, ok := DefaultCompletionRatio[model]; ok { return ratio } if ratio, ok := CompletionRatio[name]; ok { return ratio } if ratio, ok := DefaultCompletionRatio[name]; ok { return ratio } if strings.HasPrefix(name, "gpt-3.5") { if name == "gpt-3.5-turbo" || strings.HasSuffix(name, "0125") { // https://openai.com/blog/new-embedding-models-and-api-updates // Updated GPT-3.5 Turbo model and lower pricing return 3 } if strings.HasSuffix(name, "1106") { return 2 } return 4.0 / 3.0 } if strings.HasPrefix(name, "gpt-4") { if strings.HasPrefix(name, "gpt-4o") { if name == "gpt-4o-2024-05-13" { return 3 } return 4 } if strings.HasPrefix(name, "gpt-4-turbo") || strings.HasSuffix(name, "preview") { return 3 } return 2 } // including o1, o1-preview, o1-mini if strings.HasPrefix(name, "o1") { return 4 } if name == "chatgpt-4o-latest" { return 3 } if strings.HasPrefix(name, "claude-3") { return 5 } if strings.HasPrefix(name, "claude-") { return 3 } if strings.HasPrefix(name, "mistral-") { return 3 } if strings.HasPrefix(name, "gemini-") { return 3 } if strings.HasPrefix(name, "deepseek-") { return 2 } switch name { case "llama2-70b-4096": return 0.8 / 0.64 case "llama3-8b-8192": return 2 case "llama3-70b-8192": return 0.79 / 0.59 case "command", "command-light", "command-nightly", "command-light-nightly": return 2 case "command-r": return 3 case "command-r-plus": return 5 case "grok-beta": return 3 // Replicate Models // https://replicate.com/pricing case "ibm-granite/granite-20b-code-instruct-8k": return 5 case "ibm-granite/granite-3.0-2b-instruct": return 8.333333333333334 case "ibm-granite/granite-3.0-8b-instruct", "ibm-granite/granite-8b-code-instruct-128k": return 5 case "meta/llama-2-13b", "meta/llama-2-13b-chat", "meta/llama-2-7b", "meta/llama-2-7b-chat", "meta/meta-llama-3-8b", "meta/meta-llama-3-8b-instruct": return 5 case "meta/llama-2-70b", "meta/llama-2-70b-chat", "meta/meta-llama-3-70b", "meta/meta-llama-3-70b-instruct": return 2.750 / 0.650 // ≈4.230769 case "meta/meta-llama-3.1-405b-instruct": return 1 case "mistralai/mistral-7b-instruct-v0.2", "mistralai/mistral-7b-v0.1": return 5 case "mistralai/mixtral-8x7b-instruct-v0.1": return 1.000 / 0.300 // ≈3.333333 } return 1 }