Best team knowledge base tools (search query)

We asked 10 models: best internal knowledge base tool for teams 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

73%

Same model, run twice

86%

Different picks

21

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.

#	Pick	Score	Listed by	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
1	Notion		10/10	1	2	1	1	1	1	1	1	1	1
2	Confluence		10/10	2	1	2	2	2	2	2	2	2	2
3	Guru		8/10	3	3	4		3	3	3		3	5
4	Slite		9/10	4	10	3	7	7	4	4		4	3
5	Document360		10/10	5	5	5	9	8	6	5	5	5	10
6	Tettra		9/10	6	8	6		5	5	7	6	7	7
7	Slab		7/10		4	10	3	4			3	6	6
8	GitBook		6/10				4	9	8	8	4		4
9	Nuclino		6/10		6	7		6		6	8		9
10	Bloomfire		5/10	8	7				10	10		8
11	Outline		3/10				5	10					8
12	Coda		3/10	10		8			7
13	Microsoft SharePoint		3/10	7		9				9
14	Craft		1/10				6
15	Helpjuice		3/10	9	9							10

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

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. Slite
5. Document360
6. Tettra
7. Microsoft SharePoint
8. Bloomfire
9. Helpjuice
10. Coda

93% with consensus · 89% self-consistent

GPT-6 Luna

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

71% with consensus · 94% self-consistent

Gemini 4 Argon

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

90% with consensus · 91% self-consistent

Qwen 3.8 Flash

1. Notion
2. Confluence
3. Slab
4. GitBook
5. Outline
6. Craft
7. Slite
8. Slack Canvas
9. Document360
10. BookStack

67% with consensus · 77% self-consistent

DeepSeek V4 Pro

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

88% with consensus · 83% self-consistent

GLM-5.3

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

93% with consensus · 84% self-consistent

Kimi K3

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

95% with consensus · 80% self-consistent

MiniMax M3

1. Notion
2. Confluence
3. Slab
4. GitBook
5. Document360
6. Tettra
7. Obsidian
8. Nuclino
9. Stack Overflow for Teams
10. BookStack

76% with consensus · 89% self-consistent

Mistral Large 4

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

95% with consensus · 84% self-consistent

Nemotron 3 Ultra

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

85% with consensus · 89% self-consistent

Who agrees with whom

Overlap between two models' lists, weighted toward the top · 100 means identical · Color runs from 53 (lightest) to 94 (darkest)

	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Claude Haiku 5.5		69	90	62	81	92	93	69	94	78
GPT-6 Luna	69		65	53	75	64	71	63	73	58
Gemini 4 Argon	90	65		62	81	89	92	72	87	84
Qwen 3.8 Flash	62	53	62		73	64	64	83	67	78
DeepSeek V4 Pro	81	75	81	73		85	86	77	85	80
GLM-5.3	92	64	89	64	85		92	69	90	80
Kimi K3	93	71	92	64	86	92		72	92	81
MiniMax M3	69	63	72	83	77	69	72		72	77
Mistral Large 4	94	73	87	67	85	90	92	72		83
Nemotron 3 Ultra	78	58	84	78	80	80	81	77	83