Inclusion Criteria:  Patients must meet all of the following requirements to be considered for entry into the study:  ≥20 years old with the diagnosis of RA based on the ACR/EULAR 2010 RA Classification Criteria with at least moderate disease activity defined as a DAS28-ESR ≥3.2 at the eligibility evaluation treated with MTX for ≥8 weeks prior to the providing consent, including 4 weeks or more at the same doses of 8 to 16 mg per week (stable doses of <8 mg per week are allowed only in the presence of intolerance to higher doses) ability and willingness to provide written informed consent and comply with the requirements of the study protocol  Exclusion Criteria:  The exclusion criteria are as follows:  concurrent use of a corticosteroid equivalent to >5 mg/day of prednisolone applicable an item for the contraindication of filgotinib or tocilizumab a previous use of a JAK inhibitor or IL-6 inhibitor treatment with a corticosteroid and csDMARD and change of dose within 4 weeks prior to the providing consent treatment with a biologic DMARD or a biosimilar DMARD (ie, infliximab, biosimilar of infliximab, adalimumab, biosimilar of adalimumab, golimumab, certolizumab pegol or abatacept) within 8 weeks prior to the providing consent treatment with a TNF inhibitor (ie, etanercept or biosimilar of etanercept) within 4 weeks prior to the providing consent use of a prohibited drug or therapy, other than the agents noted above, within 4 weeks prior to the providing consent a complication causing musculoskeletal disorders other than RA (ie, ankylosing spondyloarthritis, reactive arthritis, psoriatic arthritis, crystal-induced arthritis, systemic lupus erythematosus, systemic scleroderma, inflammatory myopathy, or mixed connective tissue disease) current pregnancy, breastfeeding, or noncompliant with a medically approved contraceptive regimen during and 12 months after the study period inappropriateness for inclusion in this study as determined by the investigator