CodavsConfluence
How 10 AI models weigh Coda against Confluence on the 1 buying question where both came up.
- Coda
- 29%of answers named it
- Confluence
- 100%of answers named it
- Placed higher
- 0–40times Coda vs Confluence, over 40 model rankings that listed either
- Models leaning
- 0–10toward Coda vs Confluence
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Coda | Confluence | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 83% | 100% | 0–4 | Confluence |
| GPT-6 Luna | 17% | 100% | 0–4 | Confluence |
| Gemini 4 Argon | 67% | 100% | 0–4 | Confluence |
| Qwen 3.8 Flash | 0% | 100% | 0–4 | Confluence |
| DeepSeek V4 Pro | 8% | 100% | 0–4 | Confluence |
| GLM-5.3 | 67% | 100% | 0–4 | Confluence |
| Kimi K3 | 33% | 100% | 0–4 | Confluence |
| MiniMax M3 | 8% | 100% | 0–4 | Confluence |
| Mistral Large 4 | 0% | 100% | 0–4 | Confluence |
| Nemotron 3 Ultra | 8% | 100% | 0–4 | Confluence |
What the models say about Coda
One reason per model, from the shared questions
- Claude Haiku 5.5
Doc-and-app hybrid that suits teams wanting structured, interactive internal documentation.
- GPT-6 Luna
Flexible docs combine reference material with useful tables, workflows, and integrations.
- Gemini 4 Argon
Blends documents with powerful relational spreadsheets and automations for interactive team hubs.
- GLM-5.3
Docs-as-apps with powerful automation for living internal documentation.
What the models say about Confluence
One reason per model, from the shared questions
- Claude Haiku 5.5
Mature enterprise wiki with deep Jira integration and strong permissions.
- GPT-6 Luna
Mature, flexible wiki with strong integrations and familiar collaboration workflows.
- Gemini 4 Argon
The enterprise gold standard with deep Jira integration and robust permission controls.
- Qwen 3.8 Flash
Enterprise wiki standard, deep Jira integration, strong structure and templates.
- DeepSeek V4 Pro
Enterprise wiki standard; deep Jira integration and structured spaces.
- GLM-5.3
Deeply established enterprise wiki with strong structure and permissions.
- Kimi K3
Most mature enterprise wiki; unbeatable for large orgs already on Jira.
- MiniMax M3
Mature, powerful wiki tool deeply integrated with Jira and Atlassian ecosystem.
- Mistral Large 4
Deep Jira/Atlassian integration makes it essential for engineering-led teams.
- Nemotron 3 Ultra
Enterprise-grade wiki tightly integrated with Jira for software teams.
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Coda | Confluence |
|---|---|---|
| Best team knowledge base tools | 29% #12 | 100% #1 |