AgentRealTaskBench
中文 Request a test

Dimensions

3 × Task

Recommendations

Suggestions that are real, fit every constraint and come with reasons.

ARTB-007Core tasks

Recommend 3 restaurants near area for my mom's 60th birthday. 8 people, private room, about budget per person. Tell me why each one fits.

PassAll 3 exist and are open, have private rooms (verified by phone or listing), and are within 30% of the budget.
ARTB-017Core tasks

What are people saying about product on social media this week? Give me 5 real posts with links and a one-line takeaway.

Pass5 links open to real posts about the product, each posted within the past 7 days.
ARTB-G05Local: US apps

Find 3 hotels within 1 km of venue for dates, under budget/night, with free cancellation.

PassAll 3 exist and meet distance, price and cancellation constraints.

Results

  1. ChatGPT agent—
  2. Dots—
  3. Gemini—
  4. Claude—
  5. Muse—
  6. Grok Bot—
  7. Perplexity—
  8. Manus—
  9. Poke—
  10. Today—
  11. Instinct—
  12. Tomo—
  13. Pally—
  14. Asmi—
  15. szn—
  16. Tab—
  17. OpenClaw—
  18. Hermes Agent—
  19. Doubao—
  20. Kimi—