| Rank,Model,Mean Similarity,Std. Dev.,Time (s),Cost($) | |
| 1,gemini-2.0-flash,0.829,0.102,7.41,0.000480 | |
| 2,gemini-2.0-flash-001,0.814,0.176,6.85,0.000421 | |
| 3,gemini-1.5-flash,0.797,0.143,9.54,0.000238 | |
| 4,gemini-2.0-pro-exp,0.764,0.227,11.95,TBA | |
| 5,gemini-2.0-flash-thinking-exp,0.746,0.266,10.46,TBA | |
| 6,gemini-1.5-pro,0.732,0.265,11.44,0.003332 | |
| 7,gpt-4o,0.687,0.247,10.16,0.004736 | |
| 8,gpt-4o-mini,0.642,0.213,9.71,0.000275 | |
| 9,gemma-3-27b-it (via OpenRouter),0.628,0.299,18.79,0.000096 | |
| 10,gemini-1.5-flash-8b,0.551,0.223,3.91,0.000055 | |
| 11,Llama-Vision-Free (via Together AI),0.531,0.198,6.93,0 | |
| 12,Llama-3.2-11B-Vision-Instruct-Turbo (via Together AI),0.524,0.192,3.68,0.000060 | |
| 13,qwen/qwen-2.5-vl-7b-instruct (via OpenRouter),0.482,0.209,11.53,0.000052 | |
| 14,Llama-3.2-90B-Vision-Instruct-Turbo (via Together AI),0.461,0.306,19.26,0.000426 | |
| 15,Llama-3.2-11B-Vision-Instruct (via Hugging Face),0.451,0.257,4.54,0 | |
| 16,microsoft/phi-4-multimodal-instruct (via OpenRouter),0.366,0.287,10.80,0.000019 | |