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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.

Chatbotkit logo
Chatbotkit
✓ verifiedFreemium

Developer-focused platform to build and deploy AI agents across widgets, messaging apps, and SDKs, with security and observability.

59K visits/mo19K saves
Chatnode logo
Chatnode
✓ verifiedFreemium

Platform to build AI customer-service agents trained on your data that answer 24/7, take real actions and hand off to humans.

10K visits/mo44K saves
Babble AI logo
Babble AI
✓ verifiedFreemium

No-code chatbot builder powered by GPT for customer support and sales, trainable on your documents across multiple channels.

403 visits/mo
Augment Code logo
Augment Code
✓ verifiedPaid

Agentic coding platform (Cosmos) that runs software-dev agents at org scale, using a codebase context engine to cut token cost.

544K visits/mo
Cerebras logo
Cerebras
✓ verifiedFreemium

Wafer-scale AI hardware and inference cloud delivering record-fast, low-latency inference for open and frontier models.

817K visits/mo
Pricing
Free: $0 (3 bots, 50K tokens/mo)
Basic: $25/mo (5 bots, 1M tokens)
Pro: $65/mo (25 bots, 2M tokens)
Free: $0/mo (35 credits/mo, 1 chatbot)
Lite: $35/mo (1,250 credits/mo, 1 agent)
Standard: $89/mo (12,500 credits/mo, 3 agents)
Scale: $377/mo (50,000 credits/mo, 8 agents)

Free trial available

No public pricing

Business: $100/mo flat (up to 50 seats, $100 usage included)

Free trial available

Free: $0 (all models, community support)
Developer: from $10 (higher rate limits)
Cerebras Code Pro: $50/mo (24M tokens/day)
Max: $200/mo (120M tokens/day)
Core features
  • Build agents from datasets, skillsets, integrations
  • Embeddable widgets and SDKs
  • Messaging channels (Slack, Discord, WhatsApp, Telegram)
  • OAuth and MCP integrations
  • Bring-your-own model support
  • Whitelabel and custom branding
  • Observability, security, governance
  • AI agents trained on website/docs with auto-retrain
  • AI Actions (Stripe billing, Calendly booking, API calls)
  • Multi-channel embed (site, Slack, Notion and more)
  • Human handoff with context
  • Analytics on deflection and satisfaction
  • Multiple LLMs selectable per task
  • No-code chatbot builder
  • GPT-powered, trained on your documents
  • Multi-channel deployment
  • Support automation with ticketing integration
  • Lead generation and sales follow-ups
  • Analytics and multi-language support
  • Context Engine for codebase understanding
  • Agents across the full SDLC
  • Model routing / bring-your-own-keys
  • Automated code review and test coverage
  • CLI, MCP and native tool integrations
  • Enterprise security (SOC 2, ISO 42001, SSO)
  • Wafer-Scale Engine AI processor
  • High-speed inference API (OpenAI-compatible)
  • Cloud, on-prem and on-device deployment
  • Support for GLM, Qwen, Llama, GPT-OSS and more
  • Fine-tuning and training on one platform
  • Partner access via AWS, OpenRouter, HuggingFace, Vercel
Use cases
  • Building custom AI agents for support or leads
  • Embedding AI widgets on websites and apps
  • Deploying agents across messaging platforms
  • Automate customer support
  • Book meetings and complete tasks in chat
  • Capture and qualify leads
  • Keep answers current via auto-retrain
  • Automating 24/7 customer support
  • Qualifying and following up on sales leads
  • Answering FAQs on a website
  • Deploying multilingual chat support
  • Automating PR code review
  • Raising test coverage
  • Incident investigation and remediation
  • Large-scale migrations and onboarding
  • Low-latency inference for agents and copilots
  • Real-time voice and reasoning apps
  • Fine-tuning and serving custom models
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