Guide
Estimated reading time: 8 minutes. Last verified: August 2026.
| Job | Tool | Why |
|---|---|---|
| Ship an MVP URL | Replit or Lovable | Fast publish vs polished UI |
| Internal ops tool | Hercules | Business-software prompts |
| Specs, emails, research | Claude or ChatGPT | Daily reasoning and writing |
| App LLM features on a budget | DeepSeek API | Aggressive token pricing |
| Later code quality | Cursor | When you have a real repo |
Rough monthly cash for a scrappy startup: $20 to $50 builders + $0 to $20 chat seats + DeepSeek metered usage.
Enterprise conversational platforms, five overlapping app builders, and fine-tuning before you have users.
You can ideate there. You still need a builder to get a URL customers can click.
Many startups use it for cost. Do your own review for data residency and vendor risk before putting regulated data in.
6 curated tools below.
ChatGPT is OpenAI's flagship conversational AI on web, mobile, and desktop. It covers writing, coding, research, image/video, voice, and agentic work. As of late 2026, paid Work and Codex surfaces expose the GPT-6 family (including GPT-6.1 Sol), while Pro/Business Premium users in eligible markets get OpenAI Dots: always-on agents with their own cloud computer.
Claude is Anthropic's AI assistant for nuanced writing, long-context reasoning, and coding via Claude Code. The Claude 5.5 family (including Sonnet 5.5, launched September 28, 2026) is the current default for fast, cost-efficient professional and coding work on claude.ai and the Claude API.
DeepSeek is a Chinese AI lab whose current flagship models, DeepSeek-V4-Flash and DeepSeek-V4-Pro, compete with GPT-5 and Claude-class models on coding, reasoning, and general tasks at a fraction of the API cost. The free chat interface at chat.deepseek.com offers both models (Flash as "Instant Mode," Pro as "Expert Mode"), while the API provides OpenAI- and Anthropic-compatible endpoints for developers. Both models are open-weight under an MIT license and available for self-hosting via Hugging Face.

Hercules.app is an AI app builder for business software (CRMs, portals, ops tools). Chat to generate a hosted app with auth, database, and payments. Freemium with AI and Cloud credits; compare Lovable if you need GitHub sync first.

Online AI website creator, builds websites from scratch using prompts, no code required

Replit is a cloud-based development environment with Replit Agent for autonomous AI coding. Valued at $3B, it lets users build, deploy, and collaborate on apps entirely in the browser with effort-based AI billing introduced in February 2026.
| Tool | Best for | Pricing | Billing note |
|---|---|---|---|
| ChatGPT | AI chatbot / general-purpose assistant | Freemium | Free Trial |
| Claude | AI chatbot / reasoning & coding assistant | Freemium | Free Trial |
| DeepSeek | Code Assistant | Freemium | Free Trial |
| Hercules | Low-code / No-code | Freemium | Free Trial |
| Lovable | Low-code / No-code | Freemium | Free Trial |
| Replit | Vibe code app | Freemium | Free Trial |