Last updated: 2026-10-30

Which AI Agent Should You Use?

Nine platforms, different strengths. Tell us what you're trying to do and we'll point you at the best fit — plus 34 head-to-head comparisons if you're deciding between two specific options. Looking for benchmark scores instead? See the benchmarks hub.

Quick decision filter

Answer 4 questions. Results update instantly.

🦀

OpenClaw

Open-source, self-hosted, model-agnostic

  • Price: Free (you pay provider costs)
  • Setup time: ~15 min
  • Best for: scheduled-automation, privacy, power-users

✓ Largest skill ecosystem of any agent platform

✗ Setup assumes comfort with a terminal

Full guide →
🐠

NemoClaw

Open-source reference stack that runs OpenClaw, Hermes and other agents inside NVIDIA OpenShell sandboxes

  • Price: Free (open source); you pay for hosted model APIs or your own hardware
  • Setup time: ~45 min
  • Best for: privacy, local-inference, zero-cloud

✓ Runs agents in a deny-by-default OpenShell sandbox, with credentials held outside it

✗ Local inference needs suitable hardware; NemoClaw's own preflight check makes the final call

Full guide →
⚙️

IronClaw

Security-hardened OpenClaw variant for teams

  • Price: Free (self-hosted); Enterprise tier priced per seat
  • Setup time: ~20 min
  • Best for: teams, compliance, security-first

✓ Secrets are encrypted and injected only at the network proxy, so tools never see them

✗ Several CLI commands are still marked "not implemented yet" (channels list, hooks list, logs)

Full guide →
📬

Hermes

Memory-first agent with polished MCP support

  • Price: Free self-hosted; a hosted Hermes Cloud option also exists (see its official pricing)
  • Setup time: ~10 min
  • Best for: mcp-integration, long-term-memory, beginners

✓ Cleanest MCP tool integration of any platform

✗ Smaller skill library than OpenClaw

Full guide →
🧑‍💻

Claude Cowork

Anthropic's hosted agentic coding environment

  • Price: $20/mo Pro; $100/mo Max (included with Claude plans)
  • Setup time: ~3 min
  • Best for: coding, beginners, zero-setup

✓ Zero-setup — install, sign in, go

✗ Locked to Anthropic models only

Full guide →
💬

ChatGPT

OpenAI's consumer agent with Custom GPTs

  • Price: Free tier; Plus $20/mo; Business and Enterprise per seat
  • Setup time: ~1 min
  • Best for: chat, writing, research

✓ Easiest on-ramp for non-technical users

✗ No real scheduled-task or heartbeat support

Full guide →
🛰️

Grok Bot

xAI's always-on hosted teammates on a shared cloud computer

  • Price: Included with paid Cursor plans (Pro, Pro+, Ultra, Teams) or a linked SuperGrok / X Premium+ plan; usage is metered weekly with on-demand overage
  • Setup time: ~15 min
  • Best for: scheduled-automation, email-triage, research

✓ Always on: Bots keep working on a cloud computer when your laptop is closed

✗ Every Bot on an account shares one computer, so Bots are not separate security zones

Full guide →
🎨

Meta Muse

Meta's personal agent that works on errands in its own cloud computer

  • Price: Free with a weekly limit; Power $20/mo (500M tokens a week); Max $100/mo (3B a week)
  • Setup time: ~5 min
  • Best for: casual-use, email-triage, scheduled-tasks

✓ Free tier, and a Mac app that can drive your Mac when you give permission

✗ No model choice and no self-hosting

Full guide →

Full comparison matrix

Every dimension side-by-side. Click a platform name for its full hub.

🦀
OpenClaw
🐠
NemoClaw
⚙️
IronClaw
📬
Hermes
🧑‍💻
Claude Cowork
💬
ChatGPT
🛰️
Grok Bot
🎨
Meta Muse
Pricing Free (you pay provider costs)Free (open source); you pay for hosted model APIs or your own hardwareFree (self-hosted); Enterprise tier priced per seatFree self-hosted; a hosted Hermes Cloud option also exists (see its official pricing)$20/mo Pro; $100/mo Max (included with Claude plans)Free tier; Plus $20/mo; Business and Enterprise per seatIncluded with paid Cursor plans (Pro, Pro+, Ultra, Teams) or a linked SuperGrok / X Premium+ plan; usage is metered weekly with on-demand overageFree with a weekly limit; Power $20/mo (500M tokens a week); Max $100/mo (3B a week)
License MITApache-2.0MIT or Apache-2.0MITProprietaryProprietaryProprietary (hosted service)Proprietary (hosted service)
Hosting self-hostedself-hostedself-hostedself-hosted or cloudcloud-managedcloud-managedcloud-managedcloud-managed
Requires GPU NoNoNoNoNoNoNoNo
Open source YesYesYesYesNoNoNoNo
Providers Anthropic, OpenAI, Ollama, Ollama Cloud, OpenRouterNVIDIA Endpoints, OpenRouter, OpenAI, Anthropic, Google Gemini, vLLM, OllamaAnthropic, OpenAI, Azure OpenAI, OllamaAnthropic, OpenAI, Google, OllamaAnthropic (exclusive)OpenAI (exclusive)xAI Grok models (version not named in the docs)Meta Muse Spark (no model choice)
Skill count ClawHub public registry (community-published; vet before installing)Runs OpenClaw or Hermes, so it uses their skillsIronHub catalog plus local SKILL.md folders (no published count)MCP-based — thousands via MCP registry1,200+ curated skills + plugin marketplace3M+ Custom GPTs (public store)Skills and routines (up to 50 routines per Bot) plus Marketplace pluginsConnectors including Gmail, Google Calendar, Outlook, Notion and GitHub
Primary language TypeScriptTypeScriptRustPythonTypeScript (your code, any language)N/A (prompt + Custom GPTs)N/A (hosted)N/A (hosted)
Time to first agent 15 min45 min20 min10 min3 min1 min15 min5 min
Ease of setup ●●○○○●●○○○●●●○○●●●●○●●●●●●●●●●●●●●○●●●●●
Power / flexibility ●●●●●●●●●○●●●●○●●●●○●●●●○●●●○○●●●○○●●●○○
Stability ●●●●○●●●○○●●●●●●●●●○●●●●●●●●●●●●●○○●●●○○
Privacy ●●●●●●●●●●●●●●●●●●●○●●●○○●●○○○●●○○○●●○○○
Cost control ●●●●●●●●●●●●●●○●●●●●●●●○○●●●○○●●○○○●●●●○

Head-to-head comparisons

34 pairwise deep-dives — pick two platforms and see how they actually differ.

The two hosted agents, Grok Bot and Meta Muse, are compared on their own hubs, linked above.

Still unsure?

  • Just want to chat with an AI: ChatGPT
  • Want to code with Claude: Claude Cowork
  • Want full control over a self-hosted agent: OpenClaw
  • Want it to run entirely on your GPU: NemoClaw
  • Deploying to a team with compliance needs: IronClaw
  • Want MCP tools + persistent memory out of the box: Hermes