RoostGPT AI Provider Support for UI Test Generation

Overview 

 RoostGPT supports three major AI providers for UI test generation: 

 

 OpenAI 

 Google Gemini 

 Azure OpenAI 

 

 All models support vision capabilities for analyzing UI elements and generating comprehensive test cases. 

 Note - RoostGPT only support vision models for UI Test Generation. 

 

 OpenAI Models 

 

 

 

 Model Name 

 Context Window 

 Best For 

 Capabilities 

 

 

 

 

 GPT-5 

 Extended 

 Complex UI workflows, enterprise applications 

 Expert-level intelligence, built-in reasoning, superior visual perception 

 

 

 GPT-4.5 

 Large 

 Standard UI testing 

 Vision-enabled, balanced performance 

 

 

 GPT-4o (Omni) 

 Large 

 Multimodal test generation 

 Real-time visual analysis, fast response 

 

 

 GPT-4o mini 

 Standard 

 High-volume test generation 

 Cost-efficient, fast, good vision 

 

 

 o3 

 Extended 

 Complex test logic, deep reasoning 

 Advanced chain-of-thought with vision 

 

 

 o4-mini 

 Standard 

 Cost-efficient reasoning 

 Faster reasoning with vision support 

 

 

 

 

 Google Gemini Models 

 

 

 

 Model Name 

 Context Window 

 Best For 

 Capabilities 

 

 

 

 

 Gemini 2.5 Pro 

 

 Input: 1024k 

 Output: 64k 

 

 Complex UI testing, large-scale apps 

 State-of-the-art thinking, long context 

 

 

 Gemini 2.5 Flash 

 

 Input: 1024k 

 Output: 64k 

 

 Fast, cost-effective test generation 

 Best price-performance, agentic use cases 

 

 

 Gemini 2.5 Flash-Lite 

 

 Input: 1024k 

 Output: 64k 

 

 High-volume, low-latency generation 

 Most cost-effective, optimized for throughput 

 

 

 Gemini 2.0 Flash 

 

 Input: 1024k 

 Output: 8k 

 

 Next-gen features, modern apps 

 Native tool use, improved speed 

 

 

 Gemini 2.0 Flash-Lite 

 

 Input: 1024k 

 Output: 8k 

 

 Budget-conscious projects 

 Cost-efficient, low latency 

 

 

 

 

 Azure OpenAI Models 

 Azure OpenAI provides the same OpenAI models with enterprise features. 

 

 

 

 Model Name 

 Context Window 

 Additional Features 

 

 

 

 

 GPT-5 Series 

 Extended 

 Azure security, compliance, VNET integration 

 

 

 GPT-4.5 

 Large 

 Private endpoints, managed identity 

 

 

 GPT-4.1 Series 

 Large 

 Regional deployment, data residency 

 

 

 GPT-4o Series 

 Large 

 SLA guarantees, Azure Monitor integration 

 

 

 o3, o4-mini 

 Extended/Standard 

 Azure AD authentication 

 

 

 

 

 Recommended Models 

 OpenAI 

 

 gpt-4o 

 gpt-5 

 

 Azure OpenAI 

 

 gpt-4o 

 gpt-5 

 

 Google Gemini 

 

 gemini-2.5-pro 

 gemini-2.5-flash 

 

 

 Support Resources 

 

 OpenAI : platform.openai.com/docs 

 Google Gemini : ai.google.dev/gemini-api/docs 

 Azure OpenAI : learn.microsoft.com/azure/ai-services/openai