ChatGPT vs Claude vs Gemini decision

I'm trying to decide which AI model to use for this task: {{task}}. My priorities are: {{priorities}} (e.g. speed, cost, quality, context window, tool use). Compare ChatGPT (GPT-4 and o-series), Claude (Sonnet and Opus), and Gemini for this specific job. Give me a clear recommendation with one backup option, and explain the tradeoff between them in one sentence.