The colour of thermally altered bone, recovered from archaeological and forensic contexts, is related to the temperature(s) to which it was exposed. As it is heated bone changes in colour from ivory white, to brown and black, to different shades of grey and chalky white. It should be possible to estimate exposure temperature based on visually observable changes in colour. In forensic casework the temperature that human remains have been subjected to can reveal information about the existence and nature of foul play. Therefore, it is important to understand the accuracy and precision of visual methods of temperature estimation. Twenty-eight forensic and/or physical anthropologists estimated the temperature that fourteen bone samples had been subjected to based only on their colour via an online questionnaire. Bone samples shown in the questionnaire ranged from unheated to having been heated at 1200 °C. Respondents were given two options to base their estimates on, resulting in a multiple response analysis. The results suggest it is difficult to identify the correct temperature range based solely on colour. Most respondents felt confident enough to opt for a single option, which may have contributed to a relatively high number of incorrect estimates. Low accuracy and precision were found for most of the temperature ranges, especially in the lower and middle categories. This study demonstrates that caution should be taken in the reliance upon temperature estimates of thermally induced colour changes in bone and the need for further research and improved methods.