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, available on web, mobile, and desktop. It handles writing, coding, research, image generation, voice chat, and agentic tasks through a single interface. Paid tiers unlock frontier models, higher usage limits, Codex coding agents, Deep Research, Sora video, and team admin controls. It remains the default general-purpose AI assistant for most consumers and many businesses.
Claude is Anthropic's AI assistant, known for nuanced writing, long-context reasoning, and strong coding via Claude Code. Available on web, mobile, and desktop, it powers chat, research, artifacts, file analysis, and agentic workflows (Cowork, Design, Science on Pro). Anthropic emphasizes safety (Constitutional AI) and professional-grade output over flashy multimodal toys.
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 is a no-code AI app builder for business software: describe what you want in chat, such as "build a CRM for my 75-person sales team," and Hercules builds a working application in real time, with auth, hosting, backend, database, payments, email, and API integrations built in rather than requiring separate setup. Finished apps can publish to a custom domain or to the iOS App Store and Google Play instantly. This is a different product from TestZeus's open-source "Hercules" testing agent (github.com/test-zeus-ai/testzeus-hercules), same name, unrelated companies.
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 | Vibe code app | Freemium | Free Trial |
| Lovable | Vibe code app | Freemium | Free Trial |
| Replit | Vibe code app | Freemium | Free Trial |