Benchmarking API Performance of Large Language Models

In-depth analysis of key metrics like TTFT and TPS

CommonProductOthersPerformance ComparisonAPI Service

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.

Benchmarking API Performance of Large Language Models

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

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.

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.

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

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