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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
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[{"role": "system", "content": "## AVAILABLE TOOLS\nUse only these tools to complete the task:\n\nTool\tDescription\nuse_notebook\tOpen/create a Jupyter notebook\ninsert_execute_code_cell\tInsert and execute Python code in one operation\nexecute_code\tExecute Python code directly (without creating a cell)\nread_cell\tR...
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tool-use
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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tool-use
gemini-3-pro-preview
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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tool-use
gpt-5.2
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[{"role": "system", "content": "## AVAILABLE TOOLS\nUse only these tools to complete the task:\n\nTool\tDescription\nuse_notebook\tOpen/create a Jupyter notebook\ninsert_execute_code_cell\tInsert and execute Python code in one operation\nexecute_code\tExecute Python code directly (without creating a cell)\nread_cell\tR...
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tool-use
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup that prevent you from completing the task, use the...
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tool-use
claude-opus-4.5
{"key": "eval_task_096", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nToday's date is 2026-01-29."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located at...
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tool-use
gemini-3-flash-preview
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
gemini-3-flash-preview
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
gemini-3-pro-preview
{"key": "task_00375_pand_dw_d0ed0c63", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
gemini-3-pro-preview
{"key": "task_00375_pand_dw_d0ed0c63", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
gemini-3-pro-preview
{"key": "task_00375_pand_dw_d0ed0c63", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
gemini-3-pro-preview
{"key": "task_00375_pand_dw_d0ed0c63", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
gemini-3-pro-preview
{"key": "task_00375_pand_dw_d0ed0c63", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf you encounter any issues with the environment, tools, or task setup, use the report_environment_bug tool to flag them....
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tool-use
gpt-5.2
{"key": "task_00117_data_dw", "env_key": "carlisle"}
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tool-use
claude-opus-4.5
{"key": "task_00117_data_dw", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located here:\n\n```python\nimport sqlite...
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tool-use
gemini-3-pro-preview
{"key": "task_00117_data_dw", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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tool-use
gemini-3-pro-preview
{"key": "task_00117_data_dw", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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tool-use
gemini-3-pro-preview
{"key": "task_00117_data_dw", "env_key": "carlisle"}
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tool-use
gemini-3-flash-preview
{"key": "task_00117_data_dw", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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tool-use
gemini-3-pro-preview
{"key": "task_00117_data_dw", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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tool-use
gpt-5.2
{"key": "task_00117_data_dw", "env_key": "carlisle"}
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tool-use
gemini-3-flash-preview
{"key": "task_00117_data_dw", "env_key": "carlisle"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nYou are already logged in."}, {"role": "user", "content": "## DATA LOCATION\nThe data files for this task are located her...
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tool-use
kimi-k2.5
{"key": "corp-finance-ramp-dept-expense-001_12c7b497", "env_key": "ramp"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure."}, {"role": "user", "content": "You are an FP&A analyst running a comprehensive expense analysis for the Engineering departm...
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tool-use
gemini-3-flash-preview
{"key": "wallst_stld_task_7_feb_2nd_tasks_v1", "env_key": "wallst"}
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tool-use
gemini-3-flash-preview
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[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_c3f40360_shipment_2_test_v7", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_bd7a9277_shipment_2_jan_26th_test_v2", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gpt-5.2
{"key": "wallst_tmt_task_43279325_jan_27_qa_work_v2_2", "env_key": "wallst"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure.\n\nIf screenshots are available, note that while you can see the address bar, you cannot interact with it. Clicking will be ...
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tool-use
claude-opus-4.5
{"key": "wallst_stld_task_8_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure. Note that each sheet in a financial model can represent up to 100,000 tokens if you try to read it all at once. Be tactical ...
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tool-use
claude-opus-4.5
{"key": "wallst_stld_task_8_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure. Note that each sheet in a financial model can represent up to 100,000 tokens if you try to read it all at once. Be tactical ...
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tool-use
claude-opus-4.5
{"key": "wallst_stld_task_8_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure. Note that each sheet in a financial model can represent up to 100,000 tokens if you try to read it all at once. Be tactical ...
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tool-use
gemini-3-pro-preview
{"key": "wallst_stld_task_8_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure. Note that each sheet in a financial model can represent up to 100,000 tokens if you try to read it all at once. Be tactical ...
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tool-use
gpt-5.2
{"key": "wallst_stld_task_8_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are a helpful agent. Complete the task. The session ends when you stop calling tools. Avoid unnecessary actions, as side effects may be graded as task failure. Note that each sheet in a financial model can represent up to 100,000 tokens if you try to read it all at once. Be tactical ...
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tool-use
gemini-3-pro-preview
{"key": "wallst_steel_task_41_delivery_5_feb_13", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-pro-preview
{"key": "wallst_steel_task_41_delivery_5_feb_13", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-pro-preview
{"key": "wallst_skynet_task_bedf3bf4_delivery_5_feb_13", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_23d0a555_shipment_2_test_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_23d0a555_shipment_2_test_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_23d0a555_shipment_2_test_v6", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_bd7a9277_jan_26_v7", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_bd7a9277_jan_26_v7", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_bd7a9277_jan_26_v7", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_74879e77_jan_26_new_qa_set_v1", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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tool-use
gemini-3-flash-preview
{"key": "wallst_tmt_task_74879e77_jan_26_new_qa_set_v1", "env_key": "wallst"}
[{"role": "system", "content": "You are an expert financial analyst working in a spreadsheet and data room environment. You have access to a dataroom through the MCP server, which will contain all of the data you will need for this task. This data room contains PDFs, excel files, and text files. You know how to use the...
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gemini-3-flash-preview
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tool-use
gemini-3-flash-preview
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tool-use
gemini-3-flash-preview
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tool-use
gemini-3-flash-preview
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tool-use
gemini-3-flash-preview
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tool-use
gemini-3-flash-preview
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gemini-3-flash-preview
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tool-use
gemini-3-pro-preview
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gemini-3-flash-preview
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gemini-3-pro-preview
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tool-use
gemini-3-pro-preview
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