,Model Name,Tokens (B),Environmental Transparency 0,GPT-4o Mini,1740.0,None 1,Claude 3.7 Sonnet,967.0,None 2,Gemini 2.0 Flash,961.0,None 3,Gemini 2.5 Pro Preview,574.0,None 4,Gemini 2.5 Flash Preview 04-17,541.0,None 5,DeepSeek V3 0324 (free),415.0,Indirect 6,Claude Sonnet 4,341.0,None 7,DeepSeek V3 0324,336.0,Indirect 8,GPT-4.1,160.0,None 9,Gemini 2.5 Flash Preview 05-20,157.0,None 10,DeepSeek R1 (free),155.0,Indirect 11,Llama 3.3 70B Instruct,149.0,Direct 12,Gemini 1.5 Flash 8B,142.0,None 13,Gemini 2.5 Pro Experimental,125.0,None 14,Mistral Nemo,121.0,Indirect 15,Claude 3.7 Sonnet (thinking),120.0,None 16,Gemini 2.0 Flash Lite,115.0,None 17,Gemini 2.5 Flash Preview 04-17 (thinking),97.9,None 18,GPT-4.1 Mini,90.8,None 19,Claude 3.5 Sonnet,80.4,None