Last updated: 2026-04-28

Which AI Agent Should You Use?

Seven platforms, different strengths. Tell us what you're trying to do and we'll point you at the best fit — plus 21 head-to-head comparisons if you're deciding between two specific options. Looking for benchmark scores instead? See the benchmarks hub.

🧭 Decision flow — one question at a time

Three quick questions. Each one narrows the field. Or scroll down for the multi-criteria filter and full matrix.

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

OpenClaw fork tuned for local GPU inference

  • Price: Free (GPU hardware cost)
  • Setup time: ~45 min
  • Best for: privacy, local-inference, zero-cloud

✓ Best-in-class local GPU support — vLLM, llama.cpp, Ollama first-class

✗ Requires a capable GPU (24GB+ for most useful models)

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

✓ Skill allowlisting enforced by default — no arbitrary code

✗ Smaller available skill pool (only allowlisted)

Full guide →

Kilo Code

top-3 on OpenRouter coding (peaked #1 Apr 2026) — multi-IDE AI coding agent

  • Price: Free; pay model costs via OpenRouter (no markup) or BYO keys
  • Setup time: ~10 min
  • Best for: coding, multi-IDE, model flexibility

✓ top-3 coding agent on OpenRouter (peaked #1 Apr 2026) (188B tokens, 22.9% share) — 500+ models at provider rates

✗ Coding-focused only; prompts traverse OpenRouter unless using direct BYO keys

Full guide →
📬

Hermes

Memory-first agent with polished MCP support

  • Price: Free self-hosted; Cloud tier $15/mo
  • 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 $23/mo; Team/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 →

Full comparison matrix

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

🦀
OpenClaw
🐠
NemoClaw
⚙️
IronClaw

Kilo Code
📬
Hermes
🧑‍💻
Claude Cowork
💬
ChatGPT
Pricing Free (you pay provider costs)Free (GPU hardware cost)Free (self-hosted); Enterprise tier priced per seatFree; pay model costs via OpenRouter or BYO keysFree self-hosted; Cloud tier $15/mo$20/mo Pro; $100/mo Max (included with Claude plans)Free tier; Plus $23/mo; Team/Enterprise per-seat
License MITMITMIT core; commercial enterprise add-onsApache-2.0 (CLI: MIT)Apache 2.0ProprietaryProprietary
Hosting self-hostedself-hostedself-hostedself-hosted (IDE extension)self-hosted or cloudcloud-managedcloud-managed
Requires GPU NoYesNoNoNoNoNo
Open source YesYesYesYesYesNoNo
Providers Anthropic, OpenAI, Ollama, Ollama Cloud, OpenRouterOllama, vLLM, llama.cpp, OpenAI-compatible localsAnthropic, OpenAI, Azure OpenAI, Ollama500+ via OpenRouter; BYO API keys for any providerAnthropic, OpenAI, Google, OllamaAnthropic (exclusive)OpenAI (exclusive)
Skill count 53 official + 13,700+ communityInherits OpenClaw ecosystemCurated allowlisted subset (~200)Orchestrator sub-agents (planner/coder/debugger built-in)MCP-based — thousands via MCP registry1,200+ curated skills + plugin marketplace3M+ Custom GPTs (public store)
Primary language TypeScriptTypeScriptTypeScriptTypeScript (VS Code ext)PythonTypeScript (your code, any language)N/A (prompt + Custom GPTs)
Time to first agent 15 min45 min20 min10 min10 min3 min1 min
Ease of setup ●●○○○●●○○○●●●○○●●●●○●●●●○●●●●●●●●●●
Power / flexibility ●●●●●●●●●○●●●●○●●●●●●●●●○●●●●○●●●○○
Stability ●●●●○●●●○○●●●●●●●●●○●●●●○●●●●●●●●●●
Privacy ●●●●●●●●●●●●●●●●●●○○●●●●○●●●○○●●○○○
Cost control ●●●●●●●●●●●●●●○●●●●●●●●●●●●●○○●●●○○

Head-to-head comparisons

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

Still unsure?

  • Just want to chat with an AI: ChatGPT
  • Want to code with Claude: Claude Cowork
  • Want the #1 open-source coding agent with 500+ models and multi-IDE support: Kilo Code
  • 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

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