Modelocracy
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Best team knowledge base tools (buyer asking for advice)

We asked 10 models: Our team's documentation is scattered across docs and chat threads. Which internal knowledge base tool would you recommend? Each named its own top 10.

Asked 4 ways: List request · Buyer asking for advice · Search query · Worth paying for?. Share of voice pools every wording.

Agreement between models
67%
Same model, run twice
78%
Different picks
25

When agreement between models is well below a model's agreement with itself, the split reflects real differences in taste rather than randomness.

The consensus

Each cell is the position that model gave the pick; blank means it left the pick off. Click a row for each model's reasoning.

#PickScoreListed byClaude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra

10 lower-scoring picks are not shown; every ballot below lists them in full.

Most divisive

Picks most models listed, at very different positions

Hot takes

Picks that appear on only one ballot

Every ballot

Hover a pick to find it on the other ballots. Marked picks appear on no other ballot.

Claude Haiku 5.5

  1. Notion
  2. Confluence
  3. Guru
  4. Microsoft SharePoint
  5. Document360
  6. Slite
  7. Coda
  8. Tettra
  9. Slab
  10. Helpjuice

85% with consensus · 70% self-consistent

GPT-6 Luna

  1. Confluence
  2. Guru
  3. Notion
  4. Slab
  5. Document360
  6. Tettra
  7. Nuclino
  8. Bloomfire
  9. Glean
  10. Coda

68% with consensus · 72% self-consistent

Gemini 4 Argon

  1. Notion
  2. Confluence
  3. Guru
  4. Slite
  5. Tettra
  6. Document360
  7. Slab
  8. Coda
  9. Nuclino
  10. GitBook

89% with consensus · 92% self-consistent

Qwen 3.8 Flash

  1. Confluence
  2. Notion
  3. Slack
  4. GitBook
  5. Microsoft Teams
  6. Outline
  7. Slab
  8. Document360
  9. Google Docs
  10. Scribe

51% with consensus · 72% self-consistent

DeepSeek V4 Pro

  1. Notion
  2. Confluence
  3. Slab
  4. Guru
  5. Document360
  6. Tettra
  7. GitBook
  8. Nuclino
  9. Slite
  10. ClickUp

89% with consensus · 75% self-consistent

GLM-5.3

  1. Notion
  2. Confluence
  3. Guru
  4. Slack
  5. Coda
  6. Tettra
  7. Document360
  8. Slab
  9. BookStack
  10. Bloomfire

83% with consensus · 88% self-consistent

Kimi K3

  1. Notion
  2. Slite
  3. Confluence
  4. Guru
  5. GitBook
  6. Tettra
  7. Slack
  8. Document360
  9. Slack Canvas
  10. Microsoft Teams

74% with consensus · 76% self-consistent

MiniMax M3

  1. Notion
  2. Confluence
  3. Slab
  4. GitBook
  5. Document360
  6. Google Workspace
  7. Guru
  8. Microsoft SharePoint
  9. Tettra
  10. Nuclino

78% with consensus · 67% self-consistent

Mistral Large 4

  1. Notion
  2. Confluence
  3. Guru
  4. Slab
  5. Document360
  6. Slite
  7. Bloomfire
  8. Tettra
  9. Google Workspace
  10. GitBook

91% with consensus · 87% self-consistent

Nemotron 3 Ultra

  1. Notion
  2. Confluence
  3. Slite
  4. Guru
  5. GitBook
  6. Tettra
  7. Nuclino
  8. Obsidian
  9. Document360
  10. ClickUp Docs

79% with consensus · 83% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 45 (lightest) to 88 (darkest)

Claude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Claude Haiku 5.5608745798169728675
GPT-6 Luna606456686045577054
Gemini 4 Argon876448838477718785
Qwen 3.8 Flash455648515648574850
DeepSeek V4 Pro796883517772878880
GLM-5.3816084567770677973
Kimi K3694577487270647087
MiniMax M3725771578767648071
Mistral Large 4867087488879708076
Nemotron 3 Ultra755485508073877176