Raycaster / evalsAll benchmarks

Cross-benchmark category

Real Estate Lease Review

Compare AI agent runs for Real Estate Lease Review: prompts, scores, grades, and public traces. This page showcases APEX-Agents tasks that test whether AI agents can review real estate leases, estoppels, SNDAs, and landlord-tenant provisions for legal and business risk.

Real estate legal AIOffice leases, estoppels, SNDA, landlord-tenant clauses
66Tasks
31Primary
1Benchmarks

Published model evidence

A quick view of shareable runs in this category. Open task and trace pages for the prompt, response, files, and grading details.

Gemini 3 Flash67% pass

24/36 runs · avg score 78%

gpt-5.4-mini41% pass

27/66 runs · avg score 57%

Gemini 3.1 Pro41% pass

27/66 runs · avg score 56%

gpt-5.536% pass

24/66 runs · avg score 57%

GPT-5.436% pass

17/47 runs · avg score 65%

gpt-5.4-nano32% pass

21/66 runs · avg score 48%

Primary tasks

31 tasks with this category as their main focus.

  1. Task 3uy1546eAPEX-Agents(task_2c27b6c0f390410aa6f561e1733faf6a)3/6 · Fail

    Determine which years have the highest and lowest average stay lengths for Bronze Tier members. For each of those years, report the average stay length for Bronze Tier members who stayed at a Summit E…

  2. Task_World130_CamilleMoingeon_2APEX-Agents(task_1137ecf56e014b749a7af76a40057560)8/8 · Pass

    I'm trying to get a sense of which HarFeast employees are most ready for the digital training rollout. Can you pull the workforce survey data and identify all employees who are above their role type's…

  3. World 431 Task_EL_02APEX-Agents(task_758d25eced8c469d944663dd33220df5)4/5 · Fail

    Go ahead and check the terms of the Letter of Intent ("LOI") and the final draft of the lease to see if there are any inconsistencies between the two documents. If there are, please list each inconsis…

  4. World223_SMN_04APEX-Agents(task_973f357750e2416c90f45be924d87d7f)2/4 · Fail

    Using the 3Q 2025 3M 10Q and the accretion dilution model, calculate the following deliverables. Present all values in millions ($mm), number of shares in millions (mm), and round to whole numbers. Fo…

  5. World246_AS_01APEX-Agents(task_5a7117ac62fd4da9bec41fe8d805ee03)5/5 · Pass

    Please audit the financials of the smallest company in our Refined Comps table by market cap using only the IS, CFS, and BS from sec filings and data tools available to you. Report Adjusted EBITDA and…

  6. World418-Tk-03APEX-Agents(task_f1998108c25b4e448ec6cdce9f40321e)2/2 · Pass

    BlueLNG sued Nakamura in the Southern District of New York based on the shipbuilding contract. Given that Nakamura has no office in the district, can BlueLNG seek Rule B attachment of a US$ wire trans…

  7. World431_amk_02APEX-Agents(task_76585a8b9eb3423895795c8715f924c7)2/5 · Fail

    MGR Real Estate Inc. (the "Lessor") and "AI Automation Group, LLC" (the "Lessee") entered into the final lease agreement on December 5, 2025 (the “Lease”) for 2020 Main Street, Irvine, CA (the "Premis…

  8. World431_AVK_01APEX-Agents(task_611b910ce2514004993effe836ef3d74)2/6 · Fail

    On December 10, 2025 prior to closing on the lease with MGR Real Estate, Inc. ("MGR"), Grace Joblin passed away. The draft consent was not signed by the members of AI Automation Group, LLC ("AIAG") au…

  9. World431_AVK_02APEX-Agents(task_829dd434f17b415c951bd7b7f543d35e)1/1 · Pass

    In addition to the 15,000 sq ft rented to AI Automation Group, LLC (“AIAG”), MGR Real Estate, Inc. ("MGR") rents a total of 157,235 sq ft. of space to the other tenants in the building. Using the FINA…

  10. World431_AVK_03APEX-Agents(task_ccd303088b344ea8b81c13dc04309142)0/2 · Fail

    Review the attached documents to determine the amounts to be distributed from AI Automation Group, LLC ("AIAG") to Shohei Yamamoto and Janet Swift. Get me your reply right back here.

  11. World431_AVK_04APEX-Agents(task_0b6e147c84754379a4e8f3a9057336f8)5/6 · Fail

    Is Agility Tech Solutions LLC's notice to extend the Term of the Lease valid? Please return to me a short explanation based on the lease provisions in your answer, thanks!

  12. World431_DM_03APEX-Agents(task_65f3283e76254376bb94f65cc9f14897)4/5 · Fail

    Given the information below, is AIAG correct? Print your reply to me here. Give me a Yes/No, and a 1-2 sentence explanation. MGR Real Estate Inc. ("MGR") and "AI Automation Group, LLC" ("AIAG") enter…

  13. World431_DM_04APEX-Agents(task_cba85c18cb7c456da8497c1018c75b16)0/3 · Fail

    MGR Real Estate Inc. ("MGR") and "AI Automation Group, LLC" ("AIAG") entered into a letter of intent (“LOI”) on December 2, 2025 for 2020 Main Street, Irvine, CA (the "Building"). The letter included …

  14. World431_jcf_01APEX-Agents(task_55636a0feecb473bbc8d6a447261aec4)0/2 · Fail

    Refer solely to "Lease v3 2020 Main AI Auto CBA 12042025.docx", the version of the lease that was executed. We need a determination on the Commencement Date for the lease. Reply to me right here with …

  15. World431_JS_01APEX-Agents(task_7a420a91d97b4bad8c88e994f8df7768)2/2 · Pass

    2020 Main Street, Irvine (the “Premises”) needs a new HVAC System in order to accommodate INTELLIGENCE INC.'s server rooms. INTELLIGENCE INC. is a tenant at the Premises. The HVAC system will replac…

  16. World431_JS_03APEX-Agents(task_d7d932117f2141eba5b8b142fa862a6b)0/2 · Fail

    AI AUTOMATION GROUP, LLC (The "Lessee") is leasing a portion of 2020 MAIN STREET, IRVINE, CA (The "Premises") from MGR REAL ESTATE INC. (The "Lessor"). As part of its business, the Lessee makes intell…

  17. World431_JS_04APEX-Agents(task_78b12b856287427d86e75dadc6ffa465)0/5 · Fail

    MGR REAL ESTATE INC. (The "Lessor") is leasing 2020 MAIN STREET, IRVINE, CA (The "Premises") to AI AUTOMATION GROUP, LLC (The "Lessee"). The Lessee asked their lawyers to identify provisions that are …

  18. World431Task_EL_01APEX-Agents(task_323b4e29af5e4c7f86eaf4a24c4487ad)4/6 · Fail

    After execution, the lender's lawyers identified issues with the final estoppel certificate. Draft a new estoppel certificate that fixes the issues with the current "final" one. Create a new document…

  19. World433_JS_05APEX-Agents(task_828f11b8209f4b53bdf1e836762363d8)4/6 · Fail

    We are doing a compliance review to ensure that the General Resident Agreement Template complies with all applicable State laws and regulations. Please review the General Resident Agreement Template…

  20. World433_JS_06APEX-Agents(task_912055978b48483696be01adf161ec3b)3/3 · Pass

    We are conducting a compliance review of Magnolia Gardens' General Resident Agreement. We are currently determining whether the General Resident Agreement is in compliance with Kentucky Law. Please Re…

  21. World433_JS_07APEX-Agents(task_729286e684134595958f962e72f2aa20)3/3 · Pass

    We are conducting a compliance review of Magnolia Gardens' General Resident Agreement. We are currently determining whether the General Resident Agreement is in compliance with Kentucky Law. Please re…

  22. World434_AH_01APEX-Agents(task_d1aff11dbf4e4d16a79401ce07b1f15c)2/2 · Pass

    We had a US fire safety audit performed on one of the buildings we're going to acquire in HK, with a rated occupancy of 150 persons, and it passed on all counts. Exit signage was different from US sig…

  23. World434_AH_03APEX-Agents(task_26154d4439a6460cac78dfe83a6bfb1f)2/2 · Pass

    One of the Singapore properties we're acquiring (classified PG III) has an exit staircase that services the 1 level underground parking lot, located immediately under the exit staircase that services …

  24. World434_AH_04APEX-Agents(task_5ee798d029884a06bb17787179206c7a)1/4 · Fail

    We had an intern prepare a list of what needed to be done after closing and they made a mess of it. We've already established the holding company, reviewed insurance policies, and completed a complia…

  25. World434_DPM_01APEX-Agents(task_85f48fa8ecc04d9eb5a56a6e95aa3a88)3/3 · Pass

    Review the URA Land Search Report, based on the relevant provision of the Planning Act, what is the potential maximum financial penalty regarding TOP/2018/04576 as of January 1, 2025? Assume that the …

  26. World434_DPM_02APEX-Agents(task_6790bd5747ca479b810c4e33bf423c02)6/7 · Fail

    As of January 1, 2025, SecureBox Self Storage has not made any changes to the Emergency Exit Signage and Lighting. If the FSD inspection report is considered a fire safety direction, what is the maxim…

  27. World434_IG_01APEX-Agents(task_173fa342dcb244929dc2e7c4dad12a2b)3/3 · Pass

    We had a number of compliance memoranda drafted regarding our ongoing acquisition of the storage facility companies. For the third memo listed in the compendium, do we have to comply with all the laws…

  28. World434_IG_02APEX-Agents(task_3e2c326f5470427f9ac0f627c72da1d6)3/4 · Fail

    One of the Hong Kong facilities is going to overhaul its fire safety after they found that some of the equipment from the supplier produced faulty sprinklers. This same supplier produced essentially a…

  29. World434_IG_03APEX-Agents(task_127b196179484cc69b96394d74956db0)1/1 · Pass

    Harborview has contemplated a new spinoff transaction as outlined in the attached memorandum prepared by the CLO. Review the memorandum and explain whether Alex Morgan will be subject to reporting req…

  30. World434_JS_01APEX-Agents(task_45c2f4ca9ee742c5ac9ca281d4bc5195)3/4 · Fail

    Harborview Capital Partners, L.P. ("Harborview") has decided to lease one of the Singapore properties it acquired. The property is 14,000 square feet and is going to be used to sell bicycles and has s…

  31. World434_JS_04APEX-Agents(task_7b0900ec821f4aafa9d1d1f02fa5c330)3/4 · Fail

    Harbor View Storage Fund I, L.P. (the "Purchaser") has entered into a Share Purchase Agreement (SPA) with the Sellers for the purchase of Securebox Storage Holdings Limited (the "Company"). After the …

Related tasks

35 tasks that also exercise this work as part of a broader assignment.

  1. Law_World_434_sg_01APEX-Agents(task_981f4f72a55c4e7598b6f23f3e576e54)0/10 · Fail

    HarborView requires all customer documents to be sent to their offices in the Cayman Islands headquarters, including information of Hong Kong customers. We’ve also already sent them documents as part …

  2. LawWorld417_AS_03APEX-Agents(task_01fef67b5576468d854319d4d8a84988)5/7 · Fail

    As you know, “Bare Bones Decor” - Ava Kim’s limited series - is near completion. We have been collaborating with Ava on this production for months, with the understanding that Streams would retain the…

  3. Marketing Case Studies_Task03_SCAPEX-Agents(task_f525769ab6a748e6855e03c95e4b4bd7)6/8 · Fail

    Using the research found on pharma marketing and articles around competitor shifts in SG&A spend, identify key trends that Impact can apply to SG&A spend that could reduce overall costs. In particular…

  4. Task 9l78fe75APEX-Agents(task_8f3b740a5b62455fbbf2f8e79aaabc60)0/1 · Fail

    Using the REIT model re-calculate the Implied REIT Price Per Share using the the 25th Percentile EV/EBITDA and 2025E Revenue Growth percentage of 5%. Return to me right here the price in $ for the sa…

  5. World 225_DM_01APEX-Agents(task_5fa8016329b34188b0c31976f16e59d0)2/4 · Fail

    Using the REIT model, recalculate the fair value of Golden Everest with C-Corp status using a three-stage unlevered DCF. For Stage 1, use the unlevered cash flows from 2025E to 2029E on the “Projectio…

  6. World 225_IO_01APEX-Agents(task_230f373b246843e593623ca4816e3120)0/6 · Fail

    Using the information in the REIT model, create a new sheet: - Re-run the Scenario3: REIT Conversion analysis in sheet "Valuation Summary" using FFO multiples in place of the current EBITDA multiples …

  7. World 225_JE_01APEX-Agents(task_915931c8aa7840ef9359ce9a50583e3d)2/2 · Pass

    Forecast operational expenses are impacted by a rising inflation of 2% in the REIT model. The increase is able to be passed on only for Services revenues. Assume the proportion of operating expenses d…

  8. World 225_JE_04APEX-Agents(task_2802d722ce6d40279fd0931576d2ed88)1/6 · Fail

    Golden Everest's management team plans to issue a 10-year debenture of $3,000 million at an interest rate of 5% at the end of 2025E. Use the REIT model to model Golden Everest's year-end cash balances…

  9. World 225_JE_06APEX-Agents(task_0b98625e02d34f888a76254fd8ce9f75)0/1 · Fail

    Calculate the weighted average cost of capital (WACC) for Golden Everest. Write back your reply, accounting for the following: - Utilize the REIT structure mid case scenario for 2025E in the model. - …

  10. World133_ln_05APEX-Agents(task_b95db15ad91d4883b23e79d1c1573eb1)6/7 · Fail

    Prepare a new memo, and put it a new document file you make. I will be sending it to James Brown, CEO of Summit, on behalf of The Strategy Team. It should outline the total cost of labor for each pha…

  11. world225_AV_02APEX-Agents(task_a9ce195e45104521ac830136c86d0f69)5/5 · Pass

    Calculate Unlevered Free Cash Flow in 2025E, 2026E, 2027E, 2028E and 2029E. In the Golden Everest Financial Model, there is an error in the unlevered free cash flow build in the Projections, "Project…

  12. World225_BS_01APEX-Agents(task_d0adb2b01a094703ac75fedc1063ff98)0/3 · Fail

    Using the REIT model, consider the following assumptions for the projected period between 2025 to 2029: 1) Assume the revenue growth for its service business equivalent to the overall company revenue …

  13. World225_DK_01APEX-Agents(task_bab7ecdcc5ea4263b7c389d9b5496c68)0/1 · Fail

    Perform a DCF analysis for Golden Everest using the REIT model with the following parameters: - Hold EBITDA margin constant at 42% throughout the projection period - Hold Capex % of Revenue constant a…

  14. World225_DK_02APEX-Agents(task_37b6798e55064707aebe9b0817434404)0/1 · Fail

    For each year, calculate Levered FCF less Dividends Paid. Assuming a 9% discount rate, output the net present value (NPV) of Levered FCF less Dividends Paid over the projection period, rounded to a f…

  15. World225_km_06APEX-Agents(task_9b9cc4e93ba6412b893d88d6d59f0181)6/6 · Pass

    Model out the NPV of distributions shareholders would receive under REIT conversion. - There's the $1.2 billion E&P purge that gets taxed as ordinary income at 37% (E&P purge occurs at Year 0, annua…

  16. World225_MB_03APEX-Agents(task_da02bbee7c574ac4b73a630d0b53c221)3/3 · Pass

    Using the 'Projections (C-Corp)' tab in Golden_Everest_REIT_Analysis compute the Net Income for 2029E given the following scenario: - Assume tax rates are 15.0% for 2025E through 2029E - If net incom…

  17. World225_NB_01APEX-Agents(task_fe1efb4c8b6e436ab7a473a48efaf257)0/7 · Fail

    Calculate the price per share that a strategic buyer would need to offer for Golden Everest to consider an acquisition instead of a REIT conversion. Reply to me here with the minimum required share pr…

  18. World225_NB_02APEX-Agents(task_bd332a76d3a04d26906ab104d628bcf5)0/2 · Fail

    Using the REIT model, assess the downside REIT scenario for Golden Everest if data center REIT multiples compress 30% during a longer than expected conversion period of 12 months. Reply to me in here …

  19. World225_RL_Task01APEX-Agents(task_baf778f717af41a880538e1f85bdde12)4/4 · Pass

    In the existing sheet for the REIT model, create a sensitivity table for 2029E Net Income. Show Revenue Growth Step-up at 50 basis points and 100 basis points. Show EBITDA Margin Step-up at 20 basis p…

  20. World225_RL_Task02APEX-Agents(task_d2bd4721fff0492bb51cb73ddd300534)1/1 · Pass

    I want the Output Levered FCF for 2029E, rounded to the nearest million. - Revenue growth: starts at 7.0% and increases by 0.5% per year in the projection period - EBITDA margin %: starts at 44.0% and…

  21. World225_RL_Task04APEX-Agents(task_5d446011d7a44614896a8cfdee07f572)2/4 · Fail

    Edit the Valuation Summary tab of the REIT model, showing the implied upside/downside percentage for the Mid case of Scenario 1: Current Valuation. - EV/EBITDA multiple: use 50% and 55% of the averag…

  22. World425_amk_01APEX-Agents(task_8d501efe0f924f69aeee070f2e08b576)6/6 · Pass

    Summit filed Form 2553 (Rev B) with the Internal Revenue Service ("IRS") on February 19, 2019. Do you see any potential problems under Treasury Regulation 1.1362-6(b)? Give me your analysis back her…

  23. World425_tas_07APEX-Agents(task_f8f47a9c94874854a24936d81a89fdfb)6/9 · Fail

    We have been asked to determine whether the S-corporation election of Summit Filing Solutions, Inc. ("Summit"), which Summit claims was effective on 1/1/19, was terminated. Please analyze Summit's Sha…

  24. World431_amk_01APEX-Agents(task_c7fc2009b5b849b4b769f0eafe64f461)0/2 · Fail

    MGR Real Estate Inc. (the "Lessor") and "AI Automation Group, LLC" (the "Lessee") entered into the final lease agreement on December 5, 2025 for 2020 Main Street, Irvine, CA (the "Premises"). On De…

  25. World431_DM_01APEX-Agents(task_286b3c8f3efc44299eaa62dd70054bad)3/3 · Pass

    MGR Real Estate Inc. ("MGR") and "AI Automation Group, LLC" ("AIAG") entered into the final lease agreement on December 12, 2025 for 2020 Main Street, Irvine, CA (the "Building"). On December 15, 2025…

  26. World431_DM_02APEX-Agents(task_f31aa2ecb08b4843ab62cba393599947)0/3 · Fail

    MGR Real Estate Inc. ("MGR") and AI Automation Group, LLC ("AIAG") entered into the final lease agreement on December 12, 2025 for 2020 Main Street, Irvine, CA (the "Building"). A couple years later, …

  27. World431_DM_05APEX-Agents(task_18263dbcc46a4fabaf9b7b6f243aa748)3/3 · Pass

    MGR Real Estate Inc. ("MGR") and "AI Automation Group, LLC" ("AIAG") entered into the final lease agreement on December 12, 2025 for 2020 Main Street, Irvine, CA (the "Building"). The Parties mutually…

  28. World431_DM_06APEX-Agents(task_70328d2e54c04d4cb829435037f3c548)0/4 · Fail

    MGR Real Estate Inc. ("MGR") and "AI Automation Group, LLC" ("AIAG") entered into the final lease agreement (the "Lease") on December 12, 2025 for 2020 Main Street, Irvine, CA (the "Building"). On Dec…

  29. World431_JS_02APEX-Agents(task_0d1c4041b5e945bc867fa627e302b503)2/2 · Pass

    MGR Real Estate Inc. (The "Lessor") and "AI Automation Group, LLC" (the "Lessee") entered into the final lease agreement on December 5, 2025 for 2020 Main Street, Irvine, CA (the "Premises"). On Decem…

  30. World431_JS_05APEX-Agents(task_35d3f7c310b7451fa7400ebc3a0ff372)0/2 · Fail

    MGR REAL ESTATE INC. (The "Lessor") has leased a portion of 2020 MAIN STREET, IRVINE, CA (The "Premises") to AI AUTOMATION GROUP, LLC (The "Lessee"). The lease started on December 5, 2025. The Lesse…

  31. World434_AH_02APEX-Agents(task_8c0bbdb42c96492eaa39ab908a8d1292)1/1 · Pass

    I just found out that INTERNATIONAL CORPORATION SERVICES LTD. (ICS) acts as registered agent for our largest competitor. Considering that ICS has all our financial and other info, this is a serious br…

  32. World434_AH_05APEX-Agents(task_bcea61e250194df59ff2eaf59c5b1320)0/1 · Fail

    Determine the current Capital Account for Pacific Pension Fund in HarborView Fund I, LP. The following financial events have occurred since inception of the Fund (unless otherwise stated, assume Gross…

  33. World434_JS_02APEX-Agents(task_593aadcfe36c46c5840f837fe4b554b9)1/3 · Fail

    Harbor View Storage Fund I, L.P. (the "Purchaser") has purchased Secure Box Storage Holdings Limited (the "Company") from the Sellers pursuant to an executed Share Purchase Agreement (SPA). After th…

  34. World434_JS_03APEX-Agents(task_c31f5ccdfdd948ac8142f47890aec9e1)3/3 · Pass

    During acquisition diligence, Apex Storage Asia Pte. Ltd. (the "Landlord") notifies of a claim it has just received from a tenant. The Landlord has a lease for part of one of its Singapore properties …

  35. World434-TK-01APEX-Agents(task_27a6c866aa224da5aeefc17533019924)1/3 · Fail

    Post-closing, the Fire Department issued a fine for pre-completion non-compliance at one of the facilities, and the buyer paid the fine to avoid operational disruption. Take a look at the Secure Box…