C linical application of epidermal growth factor receptor tyrosine kinase inhibitor (EGFR TKI) as first-line treatment of advanced stage non-small-cell lung cancer with EGFR mutation is based on vigorous science. 1,2 Multiple randomized studies have independently confirmed gefitinib and erlotinib to be superior to platinum-based doublet chemotherapy. 3-6 Thus, it is natural to ask if gefitinib is better than erlotinib or vice versa. Lim et al. 7 addressed this question with a relatively large case-control study of 121 matched pairs of gefitinib-treated and erlotinib-treated patients. The pair-matching was appropriately based on gender, smoking history, performance status, and type of EGFR mutations. Authors reported similar tumor response rate (76.9% versus 74.4%, p = 0.58) and median progression-free survival (PFS) (11.7 versus 9.6 months; p = 0.056) between the gefitiniband erlotinib-treated groups. Based on the data, Lim et al. 7 concluded equal effectiveness between the two EGFR TKIs. In short of a randomized comparative study, this report provides a relatively fair picture on the choice between gefitinib and erlotinib.But how "fair" is this fair comparison? Limited by retrospective nature of this study, authors can only take on the required action of patient-pairing to assure similar characteristics between two groups. However, they have ignored one important factor, which is the number of prior treatment(s). As a result, there are significantly more patients receiving firstline gefitinib than patients with first-line erlotinib. Authors may argue that PFS on first-line EGFR TKI is not different from second-/third-line EGFR TKI. 8 Truth is that this remains assumptive. There are data suggesting that chemotherapy may have significant impact on EGFR mutation status. 9 Sequential intercalation of chemotherapy and EGFR TKI may also potentially improve PFS and overall survival of patients with EGFR mutations. 10 Authors have also taken the required action of performing contrasted computed tomography scan every 8 weeks for assessment of tumor status. But it is unclear how they have followed the progress of 83 patients (34% of the 242 enrolled patients) with bone metastasis, knowing well that computed tomography scan is not a reliable method of assessment for bone metastasis. Thus, their comparison is fairly fair but not convincingly fair.We should also address the basic question of why we want to compare gefitinib with erlotinib? Both drugs are anilinoquinazolines with similar molecular structure ( Figure 1) and both drug share similar mechanism of action in binding to EGFR ATP binding pocket. Pharmacokinetics of the two drugs is not dramatically different. Main difference between the two compounds is the maximum tolerated dose of erlotinib being estimated at 150 mg daily while maximum tolerated dose of gefitinib at 700 mg daily (which is much higher than the standard prescription dose). 11 A network meta-analysis of multiple phase II and III studies indicated potential longer PFS associated with erlotinib. 12 Va...