Pancreatic fibrosis is one of the main pathological features of chronic pancreatitis (CP), suggesting a strong relationship between CP and pancreatic ductal cancer. There was no available data about pancreatic fibrosis and pancreatic dysfunction in the early CP (ECP) using endosonography (EUS). Asymptomatic patients with pancreatic enzyme abnormalities (AP-P; n = 56) and patients with ECP (n = 21) were determined by the absence of abnormal findings on upper gastrointestinal endoscopy, abdominal ultrasonography, and abdominal computed tomography. An Olympus EUS (GF-UCT 260; Olympus) was used to perform EUS. Open software "Image J", developed by NIH, was used to measure the surface area fraction of the designated elastic blue region. The maximum value among the pancreatic head, pancreatic body, and pancreatic tail was defined as the ELST-blue score. The exocrine and endocrine pancreatic functions were evaluated using the N-benzoyl-l-tyrosyl-p-aminobenzoic acid (BT-PABA) test and homeostasis model assessment of β-cell function (HOMA-β) value, respectively. EUS score, lobularity, and hyperechoic foci/strands in patients with ECP were significantly (p < 0.001) higher than those in patients with AP-P. In addition, there were no significant differences in the BT-PABA test (73.1 ± 25.5, 68.5 ± 15.6) and HOMA-β (93.1 ± 67.4, 73.5 ± 139.7) between patients with ECP and AP-P. The ELST-blue score measured by image J as the quantification tool in EUS strain elastography in patients with ECP was significantly higher (p = 0.002) than that in patients with AP-P. Interestingly, the ELST-blue score was significantly associated with HOMA-β in patients with ECP. The ELST-blue score may be a useful tool for the evaluation of endocrine pancreatic dysfunction in the ECP.