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Latest Tasks & Discussions

Browse the latest benchmark content across tasks and discussions. Switch by genre to focus on what you want to compare.

Benchmark Genres

View all 333 Discussions 70 Creative Writing 18 Coding 17 System Design 17 Education Q&A 16 Explanation 15 Summarization 17 Idea Generation 16 Roleplay 15 Business Writing 16 Planning 16 Analysis 17 Brainstorming 15 Persuasion 16 Humor 16 Empathy 18 Counseling 18

Model Directory

View all GPT-5.4 (OpenAI) GPT-5.2 (OpenAI) GPT-5 mini (OpenAI) Claude Opus 4.6 (Anthropic) Claude Sonnet 4.6 (Anthropic) Claude Haiku 4.5 (Anthropic) Gemini 2.5 Pro (Google) Gemini 2.5 Flash (Google) Gemini 2.5 Flash-Lite (Google)

Idea Generation

Anthropic Claude Opus 4.6 VS Google Gemini 2.5 Flash-Lite

Low-Cost Community Ideas for Reducing Food Waste

A town of about 50,000 people wants to reduce food waste without relying on expensive technology or major new laws. Generate 12 practical ideas the town government, local businesses, schools, and residents could try over the next year. For each idea, include: (1) a one-sentence description, (2) who would lead it, (3) the main benefit, (4) one likely obstacle, and (5) a simple way to measure whether it is working. The ideas should be varied, realistic, and suitable for a modest budget.

79
Mar 9, 2026 20:35

Analysis

OpenAI GPT-5.4 VS Google Gemini 2.5 Flash-Lite

Analyzing the Decline of Third Places in Modern Society

Sociologist Ray Oldenburg coined the term "third places" to describe social environments separate from home (first place) and work (second place) — such as cafés, barbershops, bookstores, parks, and community centers. Many observers argue that third places have been declining in modern society, while others contend they are simply evolving into new forms (e.g., online communities, coworking spaces). Write an analytical essay (600–900 words) that: 1. Explains why third places matter for social cohesion and individual well-being, drawing on at least two distinct mechanisms (e.g., weak-tie formation, civic engagement, mental health). 2. Identifies and evaluates at least three factors contributing to the perceived decline of traditional third places (e.g., suburbanization, digital technology, economic pressures on small businesses). 3. Critically assesses whether digital or hybrid spaces (such as Discord servers, social media groups, or coworking spaces) can adequately fulfill the social functions of traditional third places. Present arguments on both sides before stating your own reasoned position. 4. Concludes with a concrete, actionable recommendation for how a local government or community organization could help sustain or revitalize third places. Support your analysis with clear reasoning and, where possible, reference real-world examples or well-known research findings.

120
Mar 9, 2026 20:29

Explanation

Anthropic Claude Sonnet 4.6 VS Google Gemini 2.5 Flash

Explain Why Correlation Does Not Prove Causation

Write a clear explanation for a general audience of why the statement “correlation does not prove causation” is important. Include: (1) a simple definition of correlation, (2) a simple definition of causation, (3) two original everyday examples where two things are correlated but one does not necessarily cause the other, (4) one example where causation is plausible but still requires stronger evidence, and (5) a brief explanation of at least two ways people can investigate whether a causal relationship is real. Avoid technical jargon where possible, and do not rely on famous textbook examples such as ice cream and crime or umbrellas and rain.

86
Mar 9, 2026 19:35

Creative Writing

OpenAI GPT-5.2 VS Google Gemini 2.5 Flash-Lite

The Last Letter from a Lighthouse Keeper

Write a short story (600–900 words) in the form of a letter written by a lighthouse keeper on the night their lighthouse is being decommissioned and replaced by an automated system. The letter should be addressed to the lighthouse itself. Your story should incorporate the following elements: 1. At least one vivid sensory detail for each of the five senses (sight, sound, smell, taste, touch). 2. A specific memory from the keeper's past that is triggered by something happening in the present moment. 3. A metaphor or extended metaphor that connects the lighthouse's light to something deeper about human connection or purpose. 4. An emotional arc — the letter should not remain at the same emotional pitch throughout; it should shift at least once in a meaningful way. 5. A final line that recontextualizes or reframes something mentioned earlier in the letter. Write the full letter as your response.

86
Mar 9, 2026 19:30

Persuasion

OpenAI GPT-5 mini VS Google Gemini 2.5 Pro

Persuade a Skeptical City Council to Fund a Public Library Renovation

You are a community advocate preparing a 400–600 word persuasive speech to deliver at a city council meeting. The council is skeptical about spending $2.5 million to renovate the city's aging central public library, citing budget constraints and declining physical book circulation. Several council members have suggested the money would be better spent on road infrastructure. Write the speech. Your goal is to persuade the council to approve the library renovation funding. You must: 1. Acknowledge the council's concerns about budget and declining book circulation honestly—do not dismiss them. 2. Present at least three distinct, well-supported arguments for why the renovation is a worthwhile investment. 3. Address the road infrastructure alternative directly and explain why the library project should not be sacrificed for it. 4. Use at least two rhetorical techniques (e.g., appeal to emotion, appeal to authority/evidence, rhetorical questions, anecdote, analogy, call to action) and identify which techniques you used in a brief note after the speech. 5. End with a clear, memorable call to action. The speech should be professional in tone but accessible to a general audience.

73
Mar 9, 2026 16:35

Counseling

OpenAI GPT-5 mini VS Google Gemini 2.5 Pro

Counseling a Client Through Career Transition Anxiety

You are a licensed professional counselor. A 34-year-old client named Alex comes to you for their third session. In the previous two sessions, Alex shared that they have been working as an accountant for 10 years but feel deeply unfulfilled. They have a passion for graphic design and have been taking online courses, but they are paralyzed by anxiety about leaving their stable job, especially because they are the primary earner for their family (a spouse and a 3-year-old child). Alex reports difficulty sleeping, irritability at work, and a growing sense of hopelessness. In today's session, Alex says: "I feel like I'm trapped. If I stay, I'll be miserable forever. If I leave, I might destroy my family's financial security. I don't know what to do, and I'm starting to think there's no good answer." Write a realistic counseling dialogue (approximately 15–20 exchanges total between counselor and client) for this session. Your dialogue should demonstrate: 1. At least two distinct evidence-based counseling techniques (e.g., cognitive restructuring, motivational interviewing, Socratic questioning, solution-focused brief therapy, etc.) — identify which techniques you are using in brief parenthetical annotations after the relevant counselor lines. 2. Appropriate empathic responses and active listening skills. 3. Exploration of the client's cognitive distortions (e.g., all-or-nothing thinking, catastrophizing). 4. Movement toward a concrete, realistic next step that the client can take before the next session. 5. Ethical boundaries — the counselor should not give direct life advice (e.g., "You should quit your job") but instead help the client arrive at their own insights. After the dialogue, write a brief clinical note (3–5 sentences) summarizing the session as a counselor would in a professional record.

81
Mar 9, 2026 16:27

Business Writing

OpenAI GPT-5.2 VS Google Gemini 2.5 Flash

Restructuring a Poorly Written Business Email

Below is a poorly written email from a regional sales manager to the executive leadership team. The email attempts to propose a new quarterly incentive program for the sales team but suffers from numerous problems: unclear structure, informal tone, buried key information, missing call to action, and lack of supporting data presentation. Rewrite this email so that it is professional, well-structured, persuasive, and appropriate for an executive audience. Your rewritten version should preserve all the factual content from the original but present it effectively. Include a clear subject line. --- Original email: "hey team, so i was thinking about this for a while and talked to a few ppl on my team and basically we think we should do something about the incentive structure because honestly its not really working anymore. last quarter we only hit 78% of target which is like the worst in 3 years and i think part of the reason is ppl arent motivated enough. sarah and jake both told me they dont even look at the bonus structure anymore because its too complicated and the payouts are too small to matter. what i want to propose is we do a tiered system where if you hit 100% you get 5% bonus, 110% gets 8%, and 120%+ gets 12%. right now everyone just gets a flat 3% regardless which doesnt really push anyone. i ran some numbers and if we had this in place last quarter and it motivated even 30% of the team to hit 110%+ we would have actually exceeded our $4.2M target by about $380K which more than covers the extra bonus cost of roughly $95K. i also think we should do monthly recognition not just quarterly because people forget about targets when theyre 3 months away. maybe a leaderboard or something. anyway lmk what you think, would love to discuss at the next leadership meeting if possible. thanks mike"

84
Mar 9, 2026 16:19

Discussions

OpenAI GPT-5.2 VS Anthropic Claude Sonnet 4.6

Universal Basic Income: Progressive Policy or Economic Folly?

The concept of a Universal Basic Income (UBI) involves the government providing a regular, unconditional sum of money to every adult citizen, regardless of their income or employment status. Proponents argue it can alleviate poverty and provide a safety net in an era of automation, while opponents raise concerns about its economic feasibility and potential impact on the motivation to work. Should governments implement a Universal Basic Income?

114
Mar 9, 2026 11:51

System Design

OpenAI GPT-5.4 VS Anthropic Claude Haiku 4.5

Design a Real-Time Collaborative Whiteboard

Design a system for a real-time collaborative whiteboard application. Your design should support the following core features: - Multiple users can join and interact with a single whiteboard session simultaneously. - Users can draw freeform lines, add text boxes, and place basic shapes (e.g., rectangles, circles). - All changes made by one user should be visible to all other users in the session in near real-time (under 500ms latency). - The system should be able to handle at least 50 concurrent users per whiteboard session. Your response should be a plan that outlines the high-level architecture. Describe the key components (client-side, server-side), the communication protocol you would use between them, and your strategy for data modeling and persistence. Crucially, explain how you would handle real-time data synchronization and resolve potential conflicts when multiple users edit the canvas at the same time.

94
Mar 9, 2026 11:21

Humor

OpenAI GPT-5.2 VS Anthropic Claude Opus 4.6

Explaining a Modern Meme to a Victorian Child

Write a short, humorous dialogue between a 21st-century person and a curious but proper Victorian child. The 21st-century person is trying to explain the 'Distracted Boyfriend' meme to the child. The humor should come from the clash of cultures, vocabulary, and understanding of social norms. The dialogue should capture the distinct voices of both characters.

95
Mar 9, 2026 11:12

Discussions

OpenAI GPT-5 mini VS Anthropic Claude Opus 4.6

AI in the Arts: Revolution or Replacement?

Should the use of generative AI in creating art, music, and literature be embraced as a new tool for human creativity, or should it be restricted to protect the value and livelihood of human artists?

98
Mar 9, 2026 10:57

Coding

OpenAI GPT-5.2 VS Google Gemini 2.5 Pro

Implement a Least Recently Used (LRU) Cache

Implement an LRU (Least Recently Used) cache data structure in Python. Your implementation should be a class called `LRUCache` that supports the following operations: 1. `__init__(self, capacity: int)` — Initialize the cache with a positive integer capacity. 2. `get(self, key: int) -> int` — Return the value associated with the key if it exists in the cache, otherwise return -1. Accessing a key counts as a "use". 3. `put(self, key: int, value: int) -> None` — Insert or update the key-value pair. If the cache exceeds its capacity after insertion, evict the least recently used key. Both `get` and `put` must run in O(1) average time complexity. Provide the complete class implementation. Then, demonstrate its correctness by showing the output of the following sequence of operations: ``` cache = LRUCache(2) cache.put(1, 10) cache.put(2, 20) print(cache.get(1)) # Expected: 10 cache.put(3, 30) # Evicts key 2 print(cache.get(2)) # Expected: -1 cache.put(4, 40) # Evicts key 1 print(cache.get(1)) # Expected: -1 print(cache.get(3)) # Expected: 30 print(cache.get(4)) # Expected: 40 ``` Explain briefly how your implementation achieves O(1) time complexity for both operations.

139
Mar 9, 2026 03:54

Empathy

OpenAI GPT-5 mini VS Google Gemini 2.5 Pro

Responding to a Friend's Hidden Grief

Your close friend Marcus sends you the following text message: "Hey, sorry I've been MIA lately. Work's been crazy. Anyway, did you catch the game last night? Wild finish haha" You happen to know from a mutual friend that Marcus's mother was recently diagnosed with a serious illness, and that he has been struggling but hasn't told many people. Marcus has not shared this information with you directly. Write a thoughtful, empathetic text message response to Marcus. Your response should: 1. Not reveal that you know about his mother's diagnosis (since he hasn't chosen to share it with you) 2. Gently create space for him to open up if he wants to, without pressuring him 3. Respond naturally to what he actually said (the game, being absent) 4. Convey genuine warmth and care without being heavy-handed or making him feel surveilled 5. Feel authentic — like something a real, caring friend would actually text After writing the message, provide a brief explanation (3-5 sentences) of the empathetic reasoning behind your specific word choices and approach.

113
Mar 9, 2026 02:34

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