AI Task Time

Browse comparisons. See how AI stacks up.

Real tasks people have run through the estimator. Pick a category to see side-by-side time and cost across solo workers, agencies, enterprise teams, and AI — with honest caveats.

Categories

Most viewed

operations good

Create a detailed budget breakdown and cost-per-deliverable table from a project brief, including line items, allocated costs, and per-deliverable pricing logic.

5 hrs/wk @ 10× 35 views
writing good

Translate a technical software product manual (~15,000–25,000 words) from English to Spanish, preserving terminology consistency for software engineering concepts and adhering to localization conventions for a target Spanish-speaking market.

710 hrs/wk @ 10× 29 views
operations poor

Conduct a psychiatric evaluation to assess a patient's suicidal ideation and determine hospitalization necessity.

0 hrs/wk @ 10× 29 views
legal-finance good

Draft a basic freelance services agreement that covers project scope, payment terms, intellectual property ownership, and a kill fee (compensation if the client cancels mid-project). All four elements are standard in freelance contract law and represent a moderately well-defined drafting task.

8.75 hrs/wk @ 10× 29 views
research excellent

Summarize a 45-minute earnings call transcript (typically 10,000–20,000 words) into a one-page executive summary covering key financial metrics, segment performance, and forward guidance. The work involves reading or processing the transcript, identifying the most decision-relevant numbers and management commentary, and structuring a concise, accurate document.

2.2 hrs/wk @ 10× 28 views
research excellent

Analyze a 50,000-row CSV of customer support tickets using NLP and data analysis techniques to surface the top 10 complaint categories and sentiment trends over time. Requires text preprocessing, classification or topic modeling, sentiment scoring, and a clear output summary or report.

37.5 hrs/wk @ 10× 27 views
legal-finance good

Translating a 2,000-word legal contract from Spanish to English requires both fluent bilingual ability and command of legal terminology in both jurisdictions. Errors in legal translation can change meaning and enforceability, making review critical regardless of method.

22 hrs/wk @ 10× 27 views
writing good

Translate a single luxury skincare product description from English into French, Spanish, and Mandarin Chinese while preserving the brand's premium tone and voice. Assumed source length: ~200–400 words.

27 hrs/wk @ 10× 27 views
writing good

Writing a full technical specification document for a REST API covering real-time inventory management for an e-commerce platform — including endpoint design, data models, authentication, error handling, pagination, and real-time update mechanisms (webhooks, SSE, etc.).

46 hrs/wk @ 10× 26 views
research excellent

Generate a structured competitor analysis comparing Notion, Asana, and Monday.com across pricing, features, integrations, scalability, and startup fit, resulting in a decision-ready document.

22.5 hrs/wk @ 10× 26 views
writing excellent

Creating a 10-slide outline for a seed-stage marketplace startup pitch deck — covering slide titles, key content points per slide, and narrative flow — without producing full slide content or visuals.

5 hrs/wk @ 10× 26 views
operations poor

Repair a leaking pipe under a kitchen sink by identifying the source and replacing the necessary fittings.

0 hrs/wk @ 10× 25 views

Recently added

operations excellent

Extract structured data (vendor details, line items, quantities, prices, totals) from 5 unstructured PDF invoices and output a clean, standardized JSON file.

3 hrs/wk @ 10× 0 views
marketing excellent

Creating a Q1 LinkedIn content calendar for a B2B SaaS company means planning roughly 10–13 weeks of posts, selecting topic themes tied to business goals, choosing content formats (short text, carousels, articles, polls, video), and laying out a publishing schedule with ownership notes. The task requires understanding the ICP, LinkedIn B2B dynamics, and the company's messaging priorities.

30 hrs/wk @ 10× 0 views
coding good

Debug a Python web scraper that returns empty stock price data, identify the root cause (JS rendering, bot detection, stale selectors, rate limiting, etc.), apply a fix, and produce performance optimization recommendations.

6 hrs/wk @ 10× 0 views
marketing excellent

Writing a compelling product launch announcement email for a new feature in a project management tool, targeting existing enterprise customers. Requires crafting a subject line, value hook, feature benefits framed for enterprise needs, social proof signals, and a clear CTA — all in a professional, on-brand tone.

6.5 hrs/wk @ 10× 0 views
research excellent

Analyze a CSV of 10,000 customer support tickets to surface the top 5 recurring issue categories, each with representative example quotes extracted from the data.

13.5 hrs/wk @ 10× 0 views
writing excellent

Generate a creative one-week meal plan satisfying gluten-free, dairy-free, and under-30-minute prep constraints, covering all main meals with variety.

5.8 hrs/wk @ 10× 2 views
research good

Create a detailed research brief covering the current regulatory landscape for AI across five major countries, including key legislation, regulatory bodies, enforcement approaches, and comparative analysis.

18.3 hrs/wk @ 10× 2 views
coding good

Write Python code to scrape product prices from one or more competitor websites and export the results to a structured CSV file. Complexity scales with the number of target sites, whether pages are JavaScript-rendered, and whether anti-bot measures are in place.

15 hrs/wk @ 10× 2 views