

Benchmarking API Performance Of Large Language Models
Overview :
This website provides performance benchmarks for popular LLM API services offered in China. The data includes detailed insights on various metrics such as TTFT (Time to First Token), TPS (Tokens Per Second), total processing time, context length, and input/output pricing. It empowers developers and enterprises to assess the capabilities of different LLMs and make informed decisions when selecting the service that best aligns with their needs.
Target Users :
This tool is aimed at developers, enterprise decision-makers, and technical analysts who need to evaluate and select large language model (LLM) APIs. It allows them to compare the performance of different models based on factors such as response speed, throughput, and cost-effectiveness to ensure they choose a service that meets their specific requirements.
Use Cases
A developer used the website to compare different models' TTFT and selected the fastest-responding one to optimize their chatbot.
An enterprise technical analyst leveraged the website to evaluate the TPS of multiple models, ultimately choosing a service capable of handling high concurrency requests.
An ed-tech company used the website to analyze the pricing of different models, aiming to find a cost-effective API service to support their online education platform.
Features
Supports filtering API performance based on specific criteria, like model name or region
Showcases the time it takes for a model to process a request and begin generating text (TTFT)
Displays the speed at which a model generates text (TPS)
Illustrates the total time elapsed from request initiation to response completion
Lists the supported context lengths for each model
Presents information about input/output pricing
How to Use
Access the website at https://llmbenchmark.liduos.com/
Select filtering criteria as needed, such as model name or region
View the performance metrics of different models, including TTFT and TPS
Compare the performance and pricing of various models to select the most suitable one
Understand the calculation method and testing procedure for performance metrics by referring to the website's provided definitions and monitoring mechanisms
Utilize the website's data to make informed decisions and choose the right LLM API service
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