Raycaster / evalsAll benchmarks

Cross-benchmark category

PowerPoint Deck Creation

Compare AI agent runs for PowerPoint Deck Creation: prompts, scores, grades, and public traces. This page showcases APEX-Agents tasks that test whether AI agents can create PowerPoint slides, summarize deals, build consulting pages, and produce executive-ready decks.

Slide automation AINew consulting slides, deal summaries, executive decks
21Tasks
0Primary
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 Flash50% pass

2/4 runs · avg score 68%

GPT-5.443% pass

6/14 runs · avg score 73%

gpt-5.4-nano38% pass

8/21 runs · avg score 61%

gpt-5.4-mini38% pass

8/21 runs · avg score 59%

gpt-5.538% pass

8/21 runs · avg score 57%

Gemini 3.1 Pro38% pass

8/21 runs · avg score 55%

Related tasks

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

  1. LawWorld417_AS_02APEX-Agents(task_43de2db73b5a4d899660f13394e80085)5/10 · Fail

    As you know, the new artist montage reel is a hit. Unfortunately, one of the artists featured is not a fan of the wardrobe upgrade - Mara Sings sent a takedown notice, and we initially complied, but w…

  2. Task Seed 2_Adjust TargetAPEX-Agents(task_75bca3bb30dc4d9db71d253063c96e97)5/5 · Pass

    Can you take a fresh pass at our cost savings targets? Start by resetting the Manufacturing and Supply Chain savings goals based on the best-in-class cost as a percentage of 2024 revenue benchmarks. …

  3. W134 Nancy Task 06APEX-Agents(task_4abd78ac38024a0094fa9ae0cfd31625)3/5 · Fail

    Create a new slide pptx, summarizing the comparable SaaS deals' target company name, purchase price, ARR, and ARR multiple. Include all targets for which we have an individual case study and use only…

  4. World 133 EL Task 05APEX-Agents(task_757aca3744044e13a8b323fe623e83ca)5/7 · Fail

    Using 'Accor Presentation.pdf', 'Hilton Annual Report.pdf', 'Hyatt 10K.pdf', 'IHG Investor Presentation.pdf', and 'Marriott-2024-Annual-Report.pdf': 1. Calculate, for each of Summit's key competitors…

  5. World 133 GE Task 3APEX-Agents(task_a28da7dd7f41448d8c6ced3a2a62debe)3/3 · Pass

    We need additional analysis for 2025 cost per activated member (CPAM) under 3 scenarios. I want you to edit the PnL workstream draft deck with this new information you'll calculate--> the 2025 CPAM ($…

  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 246_MM_03APEX-Agents(task_7937759836244ed4a9cfb65c70e0e746)0/5 · Fail

    Please get the most recent financial year’s EV/FCF multiples (cutoff date 20 Dec 2025) for the public comparables, as per the slides deck, to calculate a cleaned average using the Modified z-score (Me…

  8. World 420 LB_05APEX-Agents(task_fa15dfc96f4b4a289fac616a6f3b4a1a)2/2 · Pass

    For purposes of a training presentation for sales representatives giving background on what off-label promotion is and its legal status, please indicate whether it would be accurate to incorporate the…

  9. World112-1_Task02_NAAPEX-Agents(task_d1185507e9d24d74aaff30450c2698ed)2/2 · Pass

    Calculate the difference in dollars between Impact's actual 2024 US COGS and the hypothetical US COGS if they reached the straight average of COGS as a percentage of revenue given in Exhibit 2 of the …

  10. World131_DV_02APEX-Agents(task_d55fe268d7f64a74aacfce4fc374ea96)6/6 · Pass

    Can you calculate the annual EU implied revenue for each Eastern European TSO? Use the midpoint of their implied market share ranges and 40 billion euros as the total market size. Using the implied r…

  11. World131_DV_03APEX-Agents(task_a179d38b095f46eba5eff7baf8f7fd87)0/1 · Fail

    Calculate the NPV from the 12-year cash flow on renewable enablement benefits, considering the following assumptions: - The steady-state annual benefits from renewable enablement mentioned in the busi…

  12. World131_DV_05APEX-Agents(task_9d99126a403e41838e1473d33884ed2f)1/2 · Fail

    Can you state the total simple average of the average implementation cost values, across the various technologies? Use the attached implementation cost deck. Also, state how many technologies have a t…

  13. World131_DV_06APEX-Agents(task_806c8178532944a78b78d565e4bc0313)5/5 · Pass

    What is the net aggregate annual benefit (i.e., total annual savings minus total annual opex) of all of the use cases in the digital use case sizing analysis? According to the new transmission technol…

  14. World131_IB_05APEX-Agents(task_699ea5ca3b0243a5852ad33e33043f12)5/6 · Fail

    Find out the ratio between Curtailment_GWh and Redispatch_GWh and for the lowest average ratio of Country-Region pair, report the average Avoided Curtailment (MWh) and causes of curtailment. Represen…

  15. World133_ln_04APEX-Agents(task_40c59502fc744e85a83bf87dfe8977da)0/3 · Fail

    Give me the scores for Summit’s segments, using the Summit-Specific Survey. Your scoring system must follow these rules: - For the average satisfaction with status benefits from the file “14. Summit…

  16. World223_OB_04APEX-Agents(task_0896a8bf7ee3473d81baa594c05814b3)4/5 · Fail

    Present all $ output values in million, round all output values to 1 decimal place. Get the following directly from the accretion dilution model: - Enterprise Value (DCF output) - PV of Free Cash Flo…

  17. 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…

  18. World228_SM_Task01APEX-Agents(task_3579879e6b84436f8fddc974ec75f287)0/2 · Fail

    Determine the effective interest rate of The Aptar Group acquiring Gerresheimer at a 35% premium. Then compare that effective interest rate to the effective interest rate of The Aptar Group as a stan…

  19. World228_SM_Task02APEX-Agents(task_3e2e533b49374381acf2056fe479e3ba)0/5 · Fail

    Create a new Spreadsheet for me. Please compute a new Adjusted EBITDA value for the following companies: West Pharmaceutical, Stevanato Group, Schlott Pharma, Berry Global, Aptar Group using the board…

  20. World228_SM_Task10APEX-Agents(task_d7b5f95b42104cb1af46a381fa6d8bd3)1/1 · Pass

    Calculate the incremental Enterprise Value the Gerresheimer acquisition will add to the Aptar Group. Only reference the board presentation. Assume multiples for The Aptar Group remain constant and ref…

  21. World419_AH_01APEX-Agents(task_f948569c92d1495eb7cbaf75570f65c8)0/6 · Fail

    I don't have a copy of our policy for Marine Pollution Legal Liability insurance, but it is identical to the draft terms we have in our files. Our insurer assured us that the 180,000 gallon crude oil …