While the principles of procedural fairness apply in anti-doping disputes pursuant to Article 8 of the Word Anti-Doping Code, 2021 (the Code), there has been limited research assessing whether due process requirements are applied consistently by national anti-doping tribunals. This paper investigates the extent to which the procedural requirements set out under the Code are followed in practice, with a focus on India, New Zealand and Canada, facilitating comparison between developed and developing jurisdictions. By providing an evidence-based examination of frst instance anti-doping procedures, this study confrms existing theories on the overall lack of harmonization in anti-doping procedures. We undertook a frequency analysis on the full-text awards handed down by frst instance anti-doping tribunals in the comparative jurisdictions and the fndings highlight inconsistent application of timeliness requirements and access to legal representation. Critically, in India, disputes take signifcantly longer to be resolved than in Canada and New Zealand, while far fewer Indian athletes are represented by legal counsel. In all jurisdictions, athletes who were represented by counsel were more likely to see a reduction in their sanctions. The study provides empirical evidence of systemic issues associated with timeliness and access to justice in anti doping tribunals across jurisdictions and reinforces the need to focus on capacity building and enforcement of procedural safeguards, especially in developing countries. Practical recommendations include strategies to better achieve compliance and harmonization in protecting the procedural rights of athletes, particularly those athletes afected by the current applica tion of the Code where cultural and socio-economic barriers may exacerbate procedural issues.