1. High precision and high speed: As chip size continues to shrink and performance improves, sorting machines are required to have higher precision and speed. In the future, the sensing technology of sorting machines will become more precise, achieving sub nanometer level accuracy; The image recognition algorithm will also be further optimized to quickly process a large amount of chip image information; At the same time, mechanical motion control will be more precise and rapid, with the potential to achieve sorting speeds of hundreds of chips per second, to meet the large-scale and high-efficiency production needs of the semiconductor industry.

2. Intelligence and automation upgrade: With the introduction of artificial intelligence technology, sorting machines can achieve self diagnosis, automatically detect equipment failures, and provide early warning and repair; It can also automatically optimize sorting parameters based on historical data and real-time production conditions, improving the accuracy and adaptability of sorting. Moreover, the degree of automation will be further improved, achieving seamless integration with upstream and downstream equipment such as chip manufacturing equipment, packaging equipment, etc., building a fully automated production line, reducing human intervention, lowering costs, and improving production efficiency.

3. Multi functional integration: In addition to traditional sorting functions, future multifunctional chip sorting machines will integrate more testing and processing functions. For example, integrating chip aging testing function, simulating the performance changes of chips during long-term use, and selecting chips with high reliability; Add reliability testing functionality and conduct various environmental simulation tests on the chip, such as high temperature, low temperature, humidity, etc., to evaluate the stability of the chip under different working conditions.

4. Miniaturization and Integration: With the increasing demand for equipment space occupation and cost control in the semiconductor industry, sorting machines will develop towards miniaturization and integration. By optimizing the design structure, adopting a more compact mechanical layout and advanced integration technology, while ensuring performance, reducing equipment volume, improving production efficiency per unit space, while reducing equipment costs, and enhancing market competitiveness.

5. Integration of testing and sorting: With the increasing requirements for testing time and space, integration of testing and sorting has become a future development trend. Closely integrating the testing function with the sorting function enables chips to be sorted immediately after testing, reducing the transmission and waiting time in intermediate links, improving overall production efficiency, and also helping to improve the accuracy and consistency of testing and sorting.

6. Customized services: Different customers have different requirements for chip sorting, and future sorting machines will focus more on customized services. Equipment manufacturers can provide customized sorting solutions based on customers' special requirements, such as specific chip types, sorting standards, production processes, etc., including equipment function customization, software interface customization, external dimension customization, etc., to better meet customers' personalized needs.

7. Responding to emerging technology demands: With the rapid development of emerging technologies such as artificial intelligence, the Internet of Things, and 5G, the demand for high-performance chips continues to increase, and multifunctional chip sorting machines need to be constantly upgraded to meet the needs of these emerging application areas. For example, for artificial intelligence chips, sorting machines need to have higher computing power and data processing speed to cope with complex algorithms and large amounts of data; For IoT chips, it is necessary to be able to adapt to various communication protocols and low-power requirements for testing and sorting.

8. Acceleration of localization substitution: Currently, domestic sorting machines have basically achieved import substitution in the mid to low end market, and have also made certain breakthroughs in the sorting machine field. With the rapid development of the domestic semiconductor industry and policy support, the technological level and market competitiveness of domestic multifunctional chip sorting machines will continue to improve, and the process of localization substitution will further accelerate, gradually occupying a place in the market and reducing dependence on imported equipment.