The Panel has interpreted the Terms of Reference by carrying out a stepwise evaluation of the BEEHAVE simulation model with a view to assessing its suitability for use in a regulatory context and for risk assessment of multiple stressors at the landscape level. The EFSA opinion on good modelling practice was used to evaluate the model and its documentation systematically. The overall conclusion is that BEEHAVE performs well in modelling honeybee colony dynamics, and the supporting documentation is generally good but does not fully meet the criteria of the good modelling opinion. BEEHAVE is not yet usable in a regulatory context primarily because it needs a pesticide module. BEEHAVE has a Varroa/virus module, although this seems to underestimate the impact of Varroa/virus on colony survival, and additional stressors (chemical and biological) would need to be added to allow investigation of the effects of interactions of pesticides with multiple stressors. BEEHAVE currently uses a very simple representation of a landscape and this should be extended. There is only one environmental scenario in the present version of BEEHAVE (European central zone-weather scenarios for Germany and the UK) and extension to other European zones would be needed. The supporting data and default parameter values should be further evaluated and justified. The modelling environment used by BEEHAVE (NetLogo) has an excellent user interface but provides limited opportunities for extending the model. The Panel recommends that BEEHAVE should be adopted as the basis for modelling the impact on honeybee colonies of pesticides and other stressors, but that further development should use a standard, object-oriented language rather than NetLogo. The evaluation of the model follows the structure and recommendations in the scientific opinion on good modelling practice (EFSA PPR Panel, 2014), which is intended to help evaluation of models that are submitted in a regulatory context for pesticide risk assessment. The BEEHAVE model was developed before the opinion on good modelling practice was published and it was not submitted in a regulatory context. Therefore, it is not surprising that the BEEHAVE model does not fulfil all the criteria outlined in the good modelling practice opinion and that some of the criteria are not applicable to BEEHAVE. In order to allow a balanced evaluation of the model, it was decided that the model should first be evaluated against its original purpose (to explore how various stressors such as Varroa mites, virus infections, impaired foraging behaviour, changes in landscape structure and dynamics and pesticides affect, in isolation and combination, the performance and possible decline and failure of single managed colonies of honeybees). Where relevant, it was then evaluated against its potential use in a regulatory context and for the assessment of the risk from multiple stressors at the landscape level.In terms of evaluation of the conceptual model, the current model addresses most points of its problem formulati...