UniAPI's built-in intelligent routing system evaluates each service provider's performance through a two-dimensional metric: request success rate within a 72-hour rolling window and first token response time. The algorithm calculates a weighted score for each provider in real-time and automatically routes requests to the current best performing service node.
The specific workflow is: the system continuously monitors the response data of each API endpoint and automatically reduces the weight of a service provider when it detects that its response time exceeds a threshold or its success rate decreases. This dynamic adjustment mechanism ensures that the most reliable and fastest service nodes are always prioritized.
Actual test data shows that compared with the fixed use of a single provider, UniAPI with a merit-based mechanism can increase the success rate of API calls by 15-20% and shorten the average response time by 30%. This advantage is more obvious especially in high concurrency scenarios because the system can automatically circumvent temporarily overloaded service nodes.
This feature is especially important for large-scale business systems that pursue service stability, such as online customer service, real-time translation and other application scenarios that are sensitive to response latency.
This answer comes from the articleUniAPI: Server-Free Unified Management of Large Model API ForwardingThe
