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Every AI tool, scored on evidence

We score against a published rubric and show our working. Scores start from evidence we can point at, and rise as the people who actually use a tool rate it. No commercial relationship moves a tool up the list.

  • 586Tools listed
  • 578Scored
  • 55Open source
  • 22Categories

Highest rated right now

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Top of each bucket, by our score. Affiliate relationships are excluded from this ordering.

AI agentsSee all →
  1. 1 LangChain 8.4
  2. 2 ECC 8.1
  3. 3 Browser Use 8.0
  4. 4 Gemini CLI 7.8
  5. 5 Langflow 7.8
  6. 6 Claude Mem 7.8
  7. 7 OpenHands 7.7
  8. 8 Firecrawl ● 7.7
  9. 9 DeepSeek Harness 7.7
  10. 10 LlamaIndex 7.6
Open sourceSee all →
  1. 1 Transformers 7.9
  2. 2 MoneyPrinterTurbo 7.8
  3. 3 Crawl4AI 7.7
  4. 4 Ultralytics 7.7
  5. 5 GPT4Free 7.7
  6. 6 Context7 7.7
  7. 7 ScrapeGraphAI 7.6
  8. 8 Netdata 7.6
  9. 9 Tesseract 7.6
  10. 10 Hermes Agent 7.6
Voice generationSee all →
  1. 1 ElevenLabs 8.5
  2. 2 Unsloth 7.3
  3. 3 Modelslab 6.5
  4. 4 Editby 6.5
  5. 5 Jace 5.8
  6. 6 Quick Creator 5.8
  7. 7 Wispr Flow 5.7
  8. 8 Descript 5.5
  9. 9 Cerebrium 5.4
  10. 10 Krisp 5.2
AI codingSee all →
  1. 1 Ponytail 7.2
  2. 2 RTK 6.8
  3. 3 Context.dev 6.5
  4. 4 Zernio 6.5
  5. 5 Daytona 6.2
  6. 6 Vicoa 6.0
  7. 7 Airparser 5.9
  8. 8 Postnitro 5.9
  9. 9 Gocodeo 5.5
  10. 10 Webcrawler Api 5.0

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