\begin{table*}[htp]
\resizebox{\textwidth}{!}{
\begin{tabular}{lrrrrrrr}
\toprule
Model & Program Accuracy & Observed inference time (s) & # eval & # train & truncated & # prompt tokens & # output tokens \\
\midrule
DeepSeek v3 & 0.603 & 1.6215074775218963 & 1000.0 & 5.0 &  & 6667.968 &  \\
Llama 3 Instruct (70B) & 0.418 & 1.1935231678485871 & 1000.0 & 5.0 &  & 6636.65 & 14.939 \\
Llama 3 Instruct (8B) & 0.215 & 0.5183302774429321 & 1000.0 & 5.0 &  & 6636.65 & 9.775 \\
Llama 3.1 Instruct Turbo (405B) & 0.54 & 8.742596358060837 & 1000.0 & 5.0 &  & 6636.65 & 14.34 \\
Llama 3.1 Instruct Turbo (70B) & 0.545 & 1.639717893600464 & 1000.0 & 5.0 &  & 6636.65 & 2.507 \\
Llama 3.1 Instruct Turbo (8B) & 0.278 & 0.5366286609172821 & 1000.0 & 5.0 &  & 6636.65 & 14.039 \\
Llama 3.2 Vision Instruct Turbo (11B) & 0.291 & 0.5078834631443023 & 1000.0 & 5.0 &  & 6636.65 &  \\
Llama 3.2 Vision Instruct Turbo (90B) & 0.541 & 1.1570807015895843 & 1000.0 & 5.0 &  & 6636.65 &  \\
Mistral Instruct v0.3 (7B) & 0.327 & 0.8072856194972992 & 1000.0 & 5.0 &  & 8038.551 & 22.924 \\
Mixtral Instruct (8x22B) & 0.44 & 1.0518146810531617 & 1000.0 & 5.0 &  & 8038.551 & 21.629 \\
Mixtral Instruct (8x7B) & 0.252 & 1.8435993757247924 & 1000.0 & 5.0 &  & 8038.551 & 23.164 \\
Qwen1.5 Chat (72B) & 0.331 & 1.1098942415714264 & 1000.0 & 5.0 &  & 7386.839 & 18.382 \\
Qwen2 Instruct (72B) & 0.424 & 1.0646638963222503 & 1000.0 & 5.0 &  & 7386.839 & 17.682 \\
Qwen2.5 Instruct Turbo (72B) & 0.566 & 1.8776017315387725 & 1000.0 & 5.0 &  & 7386.839 & 19.061 \\
Qwen2.5 Instruct Turbo (7B) & 0.431 & 0.6377876965999604 & 1000.0 & 5.0 &  & 7386.839 & 18.459 \\
Claude 3 Sonnet (20240229) & 0.428 & 2.5879824924468995 & 1000.0 & 5.0 &  & 6401.238 & 12.627 \\
Claude 3 Opus (20240229) & 0.361 & 6.093606931209564 & 1000.0 & 5.0 &  & 6401.238 & 30.516 \\
Claude 3.5 Haiku (20241022) & 0.514 & 3.182034896373749 & 1000.0 & 5.0 &  & 6401.238 & 14.508 \\
Claude 3.5 Sonnet (20240620) & 0.244 & 2.699126140117645 & 1000.0 & 5.0 &  & 6401.238 & 39.204 \\
Claude 3.7 Sonnet (20250219) & 0.544 & 2.4652470285892485 & 1000.0 & 5.0 &  & 6401.238 & 11.018 \\
Gemini 1.0 Pro (002) & 0.403 & 0.9752470808029174 & 1000.0 & 5.0 &  & 7500.55 &  \\
Gemini 1.5 Flash (001) & 0.535 & 0.6374294397830963 & 1000.0 & 5.0 &  & 7500.55 &  \\
Gemini 1.5 Pro (002) & 0.587 & 1.6533496351242065 & 1000.0 & 5.0 &  & 7500.55 &  \\
Gemini 2.0 Flash & 0.546 & 0.7814593784809113 & 1000.0 & 5.0 &  & 7500.55 &  \\
Gemini 2.0 Flash Lite (02-05 preview) & 0.56 & 0.6336144878864288 & 1000.0 & 5.0 &  & 7500.55 &  \\
GPT-3.5 Turbo (0125) & 0.377 & 0.6663375458717347 & 1000.0 & 5.0 &  & 6637.746 & 11.794 \\
GPT-4o (2024-05-13) & 0.526 & 0.6516874694824218 & 1000.0 & 5.0 &  & 6620.318 & 12.84 \\
GPT-4o mini (2024-07-18) & 0.447 & 0.8331023499965667 & 1000.0 & 5.0 &  & 6620.318 & 12.248 \\
Palmyra-X-004 & 0.552 & 0.7265779454708099 & 1000.0 & 5.0 &  & 6636.65 & 13.368 \\
Palmyra Fin & 0.552 & 0.6866746993064881 & 1000.0 & 5.0 &  & 6636.65 & 13.136 \\
\bottomrule
\end{tabular}}
\caption{Results for fin_qa_ (fin_qa)}
\label{fig:fin_qa_ (fin_qa)}
\end{table*}