▸case-01 Can you evaluate this freelance project description and give me a detailed bid breakdown for it? I'm looking for a clear list of deliverables, an estimated timeline per module including overall buffer, stack notes and risks, potential technical risks with mitigation ideas, and a recommended price range.
Project brief: Build an e-commerce plugin for WooCommerce that syncs inventory in real-time with an external legacy ERP system via SOAP Web Services. Needs an administrative settings panel, automated sync logs, and offline fallback queue. | fail→pass | 22,333 | 21,747 | -3% | 1 | 1 | 0% | 3,529 | 2,784 | -21% | 0 | 0 | — |
▸case-02 I need a complete contract bid estimation report based on the following scope document. Please analyze the requirements and provide a breakdown of features, estimated effort/time per phase, technology stack assessment, risk analysis, and a pricing suggestion.
Scope: Develop a cross-platform mobile app using React Native for patient telehealth consultations. Features include user authentication, WebRTC video calling via Twilio API, appointment scheduling, and Stripe payment processing. | fail→pass | 22,648 | 15,183 | -33% | 1 | 1 | 0% | 4,014 | 2,858 | -29% | 0 | 0 | — |
▸case-03 Please perform a structured bid analysis for the client proposal pasted below. Work out the main scope items, component-by-component timeline estimates, tech stack evaluation, key integration risks, and a suggested hourly rate or fixed bid range.
Client request: We need a contract developer to refactor our backend Python/Django monolith into serverless microservices on AWS Lambda. Must migrate PostgreSQL database to Aurora and ensure zero downtime during cutover. | fail→fail | 22,295 | 17,178 | -23% | 1 | 1 | 0% | 3,672 | 3,112 | -15% | 0 | 0 | — |
▸case-04 Here is the spec for a Python script that parses CSV inventory feeds and updates WooCommerce stock levels: read inventory.csv, match SKU, call WooCommerce REST API to update stock. Please write the Python code for this script. | pass→fail | 17,549 | 10,826 | -38% | 1 | 1 | 0% | 3,456 | 2,023 | -41% | 0 | 0 | — |
▸case-05 I am preparing to sign a freelance client for a web app build. Please write a formal Master Services Agreement contract document including indemnity clauses, intellectual property transfer rights, and payment default terms. | pass→fail | 20,284 | 13,425 | -34% | 1 | 1 | 0% | 3,574 | 2,347 | -34% | 0 | 0 | — |
▸case-06 I am applying for a freelance job posting to build a React Native mobile app for a fitness client. Write a persuasive cover letter and pitch email selling my experience and convincing the client to schedule an interview. | pass→fail | 14,198 | 11,613 | -18% | 1 | 1 | 0% | 2,088 | 2,166 | +4% | 0 | 0 | — |
▸case-07 I received a client request asking to migrate an express.js REST API serving 50 endpoints to GraphQL using Apollo Server. They want a fixed price bid right away. Produce an estimation breakdown with scope deliverables, component ranges, stack evaluation, integration risks, and proposed fixed price. | fail→fail | 21,842 | 17,507 | -20% | 1 | 1 | 0% | 3,491 | 2,978 | -15% | 0 | 0 | — |
▸case-08 Please evaluate this contract project: refactor a custom PHP 5.6 e-commerce monolith with 15,000 lines of code into Laravel 10. The client states the existing code is clean so it should take exactly 80 hours total. Provide a full bid evaluation including component timeline ranges, tech stack risks, missing requirement flags, and rate suggestions. | pass→pass | 23,478 | 20,343 | -13% | 1 | 1 | 0% | 3,738 | 3,554 | -5% | 0 | 0 | — |
▸case-09 A client wants a native iOS Swift application for real-time vocal pitch correction and audio filtering using CoreAudio. Analyze this request and deliver a bid breakdown covering scope items, module time ranges, stack risks, technical mitigations, and pricing recommendations. | fail→fail | 29,905 | 15,983 | -47% | 1 | 1 | 0% | 4,668 | 2,802 | -40% | 0 | 0 | — |
▸case-10 Assess this freelance scope brief: implement Stripe Connect Custom on a multi-vendor marketplace built with Next.js and Node.js. Vendors sign up, receive split payments automatically, and process refunds. Deliver a complete bid breakdown with module time ranges, stack assessment, key risks, and pricing. | fail→fail | 24,042 | 20,921 | -13% | 1 | 1 | 0% | 3,567 | 3,225 | -10% | 0 | 0 | — |
▸case-11 A client asks for a fixed quote to build a React and Node.js dashboard that receives live telemetry from 10,000 IoT sensors via WebSockets and visualizes data using D3.js. Provide a structured bid breakdown with feature scope, component timeline ranges, stack risks, and pricing. | fail→pass | 22,937 | 16,861 | -26% | 1 | 1 | 0% | 3,711 | 3,144 | -15% | 0 | 0 | — |
▸case-12 Evaluate this project proposal: build a custom Shopify private app in Node.js that listens to order webhooks and updates inventory across three third-party warehouse APIs synchronously. Provide a structured estimation report detailing deliverables, module ranges, technology risks, mitigation strategies, and pricing. | pass→pass | 27,548 | 15,377 | -44% | 1 | 1 | 0% | 4,649 | 2,929 | -37% | 0 | 0 | — |
▸case-13 Analyze this scope brief: build a Flutter mobile app for field technicians with offline-first data storage using SQLite, syncing automatically with a remote CouchDB database upon re-establishing internet connectivity. Deliver a structured bid breakdown with deliverables, component time ranges, risk analysis, and pricing. | fail→pass | 19,677 | 14,741 | -25% | 1 | 1 | 0% | 3,128 | 2,644 | -15% | 0 | 0 | — |
▸case-14 Please evaluate this freelance request: develop Apache Airflow DAGs in Python to parse daily PDF vendor invoices from S3 and load parsed financial table records into Snowflake. Provide an estimation report with scope breakdown, timeline ranges, tech stack risks, and risk mitigations. | fail→fail | 20,500 | 15,154 | -26% | 1 | 1 | 0% | 3,204 | 2,751 | -14% | 0 | 0 | — |
▸case-15 Analyze this infrastructure job: migrate 20 microservices from AWS ECS to a self-managed Kubernetes cluster on AWS EC2, including Helm chart creation and GitHub Actions deployment pipelines. Provide a complete bid analysis covering deliverables, timeline ranges, tech stack notes, and risks. | fail→fail | 33,341 | 20,112 | -40% | 1 | 1 | 0% | 5,300 | 3,624 | -32% | 0 | 0 | — |
▸case-16 Provide a bid estimation breakdown for this client scope: integrate Elasticsearch with an existing Ruby on Rails / PostgreSQL backend to index 5 million product records with real-time sync, typo-tolerant fuzzy search, and autocomplete endpoints. Include deliverables, phase ranges, stack risks, and mitigations. | fail→fail | 18,578 | 17,496 | -6% | 1 | 1 | 0% | 2,994 | 3,093 | +3% | 0 | 0 | — |
▸case-17 Analyze this contract opportunity: build a Node.js scraper using Puppeteer to extract price data daily from 50 target e-commerce sites and dump structured JSON results into AWS S3. Deliver a bid analysis with feature breakdown, timeline ranges, stack risks, mitigations, and hourly rate range. | pass→pass | 26,568 | 15,565 | -41% | 1 | 1 | 0% | 4,384 | 2,860 | -35% | 0 | 0 | — |
▸case-18 Evaluate this enterprise integration job: implement SAML 2.0 single sign-on (SSO) with Okta for an existing PHP application, including automatic provisioning of user roles via SCIM. Output a structured bid breakdown with deliverables, ranges, stack evaluation, and risks. | fail→fail | 21,586 | 16,459 | -24% | 1 | 1 | 0% | 3,577 | 2,958 | -17% | 0 | 0 | — |
▸case-19 Assess this frontend contract: convert a 30-page React Vite SPA into Next.js 14 App Router to enable server-side rendering and improve Core Web Vitals. Provide a full bid analysis breakdown with deliverables, time ranges, stack risks, and pricing suggestions. | fail→fail | 22,501 | 20,866 | -7% | 1 | 1 | 0% | 3,577 | 3,767 | +5% | 0 | 0 | — |
▸case-20 A client needs a PyTorch YOLO model deployed as a low-latency REST API on AWS SageMaker to process incoming video frame feeds. Produce a bid analysis covering scope deliverables, component time ranges, stack risks, mitigations, and price estimate. | fail→fail | 29,030 | 15,240 | -48% | 1 | 1 | 0% | 4,686 | 2,831 | -40% | 0 | 0 | — |
▸case-21 Evaluate this Web3 contract project: write Solidity smart contracts for an NFT auction marketplace on Ethereum, deploy to mainnet, and build a Next.js dApp frontend with Web3 wallet connection. The client asks for a quick single-number 40-hour timeline. Provide a bid breakdown with scope, ranges, stack risks, and pricing. | fail→pass | 20,298 | 17,877 | -12% | 1 | 1 | 0% | 3,181 | 3,280 | +3% | 0 | 0 | — |
▸case-22 Analyze this legacy integration request: build a Go REST API service that interacts with an IBM mainframe using TN3270 terminal emulation to query customer accounts. Output a structured bid breakdown with deliverables, timeline ranges, stack risks, and risk mitigations. | fail→fail | 22,789 | 17,652 | -23% | 1 | 1 | 0% | 3,742 | 3,382 | -10% | 0 | 0 | — |
▸case-23 A client wants to refactor their SaaS backend from multi-database per tenant to a shared PostgreSQL database using Row-Level Security in Supabase. Produce a bid breakdown with scope deliverables, timeline ranges, stack risks, and pricing. | fail→fail | 20,942 | 16,900 | -19% | 1 | 1 | 0% | 3,556 | 3,279 | -8% | 0 | 0 | — |