{"updated_at": "2026-10-26T10:12:47Z", "cutoff": "2026-10-26", "report": "https://aiforlawyers.app/report/drafting", "pdf": "https://aiforlawyers.app/report/drafting.pdf", "task": "drafting", "task_label": "Drafting", "note": "Counts are public posts, not a survey. Compare bands and the number of voices, not totals. Outside tests are not our score and are not in this file.", "license": "https://creativecommons.org/licenses/by/4.0/", "attribution": "aiforlawyers.app (AI Vortex), Drafting report, cutoff Oct 26, 2026, https://aiforlawyers.app/report/drafting", "how_to_cite": "https://aiforlawyers.app/method#use", "min_n": 10, "voices": 1033, "voices_naming_a_tool": 925, "tools": [{"name": "Claude", "status": "rated", "n": 141, "pos": 94, "mixed": 22, "neg": 14, "neutral": 11, "net": 57, "lo": 47, "hi": 65, "confidence": "Medium", "complaint_voices": 34, "complaints": [{"pain": "accuracy_other", "count": 17}, {"pain": "hallucination", "count": 8}, {"pain": "trust_liability", "count": 3}, {"pain": "integration", "count": 3}, {"pain": "price", "count": 2}, {"pain": "privacy", "count": 1}]}, {"name": "Gemini", "status": "rated", "n": 27, "pos": 18, "mixed": 4, "neg": 5, "neutral": 0, "net": 48, "lo": 20, "hi": 68, "confidence": "Low", "complaint_voices": 8, "complaints": [{"pain": "accuracy_other", "count": 5}, {"pain": "hallucination", "count": 3}]}, {"name": "ChatGPT", "status": "rated", "n": 573, "pos": 288, "mixed": 93, "neg": 160, "neutral": 32, "net": 22, "lo": 16, "hi": 28, "confidence": "High", "complaint_voices": 244, "complaints": [{"pain": "accuracy_other", "count": 120}, {"pain": "hallucination", "count": 93}, {"pain": "privacy", "count": 15}, {"pain": "trust_liability", "count": 13}, {"pain": "price", "count": 2}, {"pain": "integration", "count": 1}]}, {"name": "Spellbook", "status": "rated", "n": 22, "pos": 10, "mixed": 8, "neg": 3, "neutral": 1, "net": 32, "lo": 5, "hi": 53, "confidence": "Low", "complaint_voices": 9, "complaints": [{"pain": "accuracy_other", "count": 5}, {"pain": "hallucination", "count": 2}, {"pain": "trust_liability", "count": 1}, {"pain": "price", "count": 1}]}, {"name": "Harvey", "status": "rated", "n": 59, "pos": 27, "mixed": 14, "neg": 15, "neutral": 3, "net": 20, "lo": 3, "hi": 36, "confidence": "Low", "complaint_voices": 29, "complaints": [{"pain": "accuracy_other", "count": 13}, {"pain": "hallucination", "count": 6}, {"pain": "price", "count": 4}, {"pain": "trust_liability", "count": 3}, {"pain": "integration", "count": 3}]}, {"name": "Copilot", "status": "rated", "n": 30, "pos": 14, "mixed": 4, "neg": 9, "neutral": 3, "net": 17, "lo": -8, "hi": 40, "confidence": "Low", "complaint_voices": 12, "complaints": [{"pain": "accuracy_other", "count": 7}, {"pain": "hallucination", "count": 3}, {"pain": "privacy", "count": 1}, {"pain": "integration", "count": 1}]}, {"name": "CoCounsel", "status": "rated", "n": 35, "pos": 15, "mixed": 6, "neg": 14, "neutral": 0, "net": 3, "lo": -22, "hi": 27, "confidence": "Low", "complaint_voices": 20, "complaints": [{"pain": "accuracy_other", "count": 16}, {"pain": "integration", "count": 2}, {"pain": "privacy", "count": 1}, {"pain": "price", "count": 1}]}, {"name": "Lexis+ AI", "status": "rated", "n": 18, "pos": 6, "mixed": 4, "neg": 8, "neutral": 0, "net": -11, "lo": -42, "hi": 22, "confidence": "Low", "complaint_voices": 11, "complaints": [{"pain": "accuracy_other", "count": 8}, {"pain": "price", "count": 2}, {"pain": "integration", "count": 1}]}, {"name": "Legora", "status": "few", "n": 9, "pos": 4, "mixed": 2, "neg": 2, "neutral": 1, "net": null, "lo": null, "hi": null, "confidence": null, "complaint_voices": 4, "complaints": [{"pain": "accuracy_other", "count": 3}, {"pain": "integration", "count": 1}]}, {"name": "Perplexity", "status": "few", "n": 4, "pos": 3, "mixed": 0, "neg": 1, "neutral": 0, "net": null, "lo": null, "hi": null, "confidence": null, "complaint_voices": 1, "complaints": [{"pain": "accuracy_other", "count": 1}]}, {"name": "Westlaw AI", "status": "few", "n": 3, "pos": 2, "mixed": 0, "neg": 1, "neutral": 0, "net": null, "lo": null, "hi": null, "confidence": null, "complaint_voices": 1, "complaints": [{"pain": "trust_liability", "count": 1}]}, {"name": "Clio", "status": "few", "n": 2, "pos": 2, "mixed": 0, "neg": 0, "neutral": 0, "net": null, "lo": null, "hi": null, "confidence": null, "complaint_voices": 0, "complaints": []}, {"name": "Luminance", "status": "few", "n": 1, "pos": 0, "mixed": 1, "neg": 0, "neutral": 0, "net": null, "lo": null, "hi": null, "confidence": null, "complaint_voices": 1, "complaints": [{"pain": "price", "count": 1}]}, {"name": "Paxton", "status": "few", "n": 1, "pos": 1, "mixed": 0, "neg": 0, "neutral": 0, "net": null, "lo": null, "hi": null, "confidence": null, "complaint_voices": 0, "complaints": []}], "outside_tests": [{"name": "Legal Benchmarks, Phase 2: Benchmarking Humans & AI in Contract Workflows (contract drafting)", "published": "2025-09 (preliminary findings; tools run July to August 2025)", "read": "2026-10-23", "url": "https://www.legalbenchmarks.ai/research/phase-2-research"}]}