To evaluate the effect of traditional Chinese medicine(TCM) invigorating spleen unit therapy on inflammatory markers of osteoarthritis(OA) patients by random walk model. The patient information was collected by the data processing system of medical records of the First Affiliated Hospital of Anhui University of Traditional Chinese Medicine. In-patient information of the department of rheumatology of the hospital between June 2012 and December 2016 was collected and summarized. Based on the use of traditional Chinese medicine decoction and hospital-prepared compound Qiyi Capsules(Xinfeng Capsules),the patients were divided into the unit therapy group and the simple endotherapy group. The random walk model was used to evaluate the effect of traditional Chinese medicine invigorating spleen unit therapy on TCM spleen therapy unit(ESR) and high sensitive C reactive protein(hs-CRP). A total of 3 517 cases of OA patients met the study requirements. The simple endotherapy group had 1 771 cases(50. 36%),while the unit therapy group had 1 746 cases(49. 64%). The baseline data analysis showed that the general information of the cases,the TCM oral intake frequency and the core prescription information had no statistically significant difference,with comparability. The unit therapy group showed the maximum ESR stochastic volatility at 924,walking step number of 1 771,forward walking growth rate at 0. 264 5,ratio at3. 78,random fluctuation power law at 0. 306 5± 0. 076 8,positive increase rate of comprehensive evaluation index at 0. 264 5,and comprehensive evaluation index record number of 1 771; whereas the simple endotherapy group showed the maximum ESR random fluctuation value at 478,walking step number of 1 399,forward walking growth rate at 0. 152 4,ratio at 6. 56,random fluctuation power law at 0. 347 4±0. 101 7,positive increase rate of comprehensive evaluation index at 0. 152 4,and comprehensive evaluation index record number of 1 399. The unit therapy group showed the maximum hs-CRP random fluctuation value at 391,walking step number of1 081,forward walking growth rate at 0. 178 1,ratio at 5. 62,random fluctuation power law at 0. 343 6±0. 094 7,positive increase rate of comprehensive evaluation index at 0. 178 1,and comprehensive evaluation index record number of 1 081; while the simple endotherapy groups showed the maximum hs-CRP random fluctuation value at 210,walking step number of 797,forward walking growth rate at0. 113 2,ratio at 8. 83,random fluctuation power law at 0. 382 6±0. 109,positive increase rate of comprehensive evaluation index at0. 113 2,and comprehensive evaluation index record number of 797. According to our department of rheumatism,there was a longrange correlation between the two groups in the comprehensive evaluation index and the intervention measures. TCM spleen strengthening unit therapy has a better effect in alleviating the inflammatory index of OA than traditional Chinese medicine.