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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Botfast logo
Botfast
✓ verifiedPaid

Python boilerplate for quickly building and monetizing AI-powered Telegram bots, with payments, DALL-E images and multi-model support.

Gumloop logo
Gumloop
✓ verifiedFreemium

No-code platform for building and running AI agents that automate work across data, sales and support tasks.

701K visits/mo
Google Opal logo
Google Opal
✓ verifiedFree

Google Labs experiment for building and sharing AI mini-apps from natural-language prompts, no coding required.

2.1M visits/mo
Composer logo
Composer
✓ verifiedFreemium

No-code automated trading platform, now part of SoFi, to build, AI-generate, backtest and auto-execute stock and ETF strategies.

278K visits/mo13K saves
Arsturn logo
Arsturn
✓ verifiedFreemium

No-code builder for custom ChatGPT-style website chatbots trained on your data for support, lead gen and engagement.

133K visits/mo
Pricing
Starter: $99 one-time (10 AI agents)
All-in: $129 one-time (50 AI agents)
Pro: $37/month (20k+ credits/month, unlimited seats)

No public pricing

Trading Pass: $32/mo billed annually ($384/yr, unlimited automated trading)

Free trial available

Free: $0/mo (50 credits)
Saver: $1.99/mo (250 credits)
Starter: $9/mo (1,500 credits)
Standard: $36/mo (6,000 credits)
Pro: $144/mo (24,000 credits)

Free trial available

Core features
  • Python boilerplate for AI Telegram bots
  • Switch between 5 models including GPT-4o
  • Multimodal input (voice notes, images, text)
  • Telegram payments and subscription integration
  • MongoDB storage and access control
  • DALL-E 3 image generation and predefined agents
  • Visual canvas to orchestrate multi-agent workflows
  • Prebuilt specialized agents (data, support, CRM, sales)
  • Access to many AI models with no vendor lock-in
  • Slack, Teams and email agent interaction
  • Recurring/scheduled tasks and triggers
  • Enterprise security: RBAC, VPC, audit logs, spend controls
  • Build AI mini-apps from natural-language prompts
  • Visual editor for prompt/tool workflows
  • Share created apps with others
  • No-code AI app prototyping
  • AI-assisted natural-language strategy creation
  • No-code visual strategy editor
  • Backtesting and portfolio analytics
  • Automated execution and rebalancing
  • Prebuilt and community strategy library
  • Retirement (IRA) account support
  • No-code chatbot creation
  • Train on files/URLs/Notion/Zendesk
  • Website embed widget
  • Conversation analytics
  • ~95 language support
  • Custom branding
Use cases
  • Ship a monetized AI Telegram bot quickly
  • Build community-specific AI agents
  • Add paid subscriptions to a bot
  • Offer image generation inside Telegram
  • Automate data analysis and reporting
  • Triage support tickets and spot patterns
  • Keep a CRM updated and research prospects
  • Deploy AI agents across a team's tools
  • Prototyping an AI workflow quickly
  • Sharing a custom AI mini-app
  • Automating a task with chained prompts
  • Build and test algorithmic trading strategies
  • Automate stock and ETF trades
  • Invest in prebuilt strategies
  • Run tax-smart trading in retirement accounts
  • Website customer support
  • Lead generation
  • FAQ and audience engagement
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