GuruvsStack Overflow for Teams
How 10 AI models weigh Guru against Stack Overflow for Teams on the 1 buying question where both came up.
- Guru
- 80%of answers named it
- Stack Overflow for Teams
- 1%of answers named it
- Placed higher
- 34–1times Guru vs Stack Overflow for Teams, over 35 model rankings that listed either
- Models leaning
- 10–0toward Guru vs Stack Overflow for Teams
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 | Guru | Stack Overflow for Teams | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 0% | 4–0 | Guru |
| GPT-6 Luna | 100% | 0% | 4–0 | Guru |
| Gemini 4 Argon | 100% | 0% | 4–0 | Guru |
| Qwen 3.8 Flash | 8% | 0% | 1–0 | Guru |
| DeepSeek V4 Pro | 83% | 0% | 4–0 | Guru |
| GLM-5.3 | 100% | 0% | 4–0 | Guru |
| Kimi K3 | 100% | 0% | 4–0 | Guru |
| MiniMax M3 | 42% | 8% | 2–1 | Guru |
| Mistral Large 4 | 100% | 0% | 4–0 | Guru |
| Nemotron 3 Ultra | 67% | 0% | 3–0 | Guru |
What the models say about Guru
One reason per model, from the shared questions
- Claude Haiku 5.5
Verified knowledge cards surfaced inside Slack and browsers, keeps answers accurate.
- GPT-6 Luna
Purpose-built knowledge platform with verification workflows and answers embedded in daily tools.
- Gemini 4 Argon
Excels at delivering verified, bite-sized knowledge directly inside workflows via browser extensions.
- DeepSeek V4 Pro
Card-based knowledge delivered in workflow; verifies content freshness.
- GLM-5.3
Delivers knowledge contextually in workflows with strong verification and AI answers.
- Kimi K3
Best for verified, in-workflow knowledge delivery via browser extension and Slack.
- MiniMax M3
Browser extension delivers trusted answers in-app.
- Mistral Large 4
Purpose-built for verified, searchable internal knowledge with strong AI answers.
- Nemotron 3 Ultra
AI-powered knowledge verification in workflow
What the models say about Stack Overflow for Teams
One reason per model, from the shared questions
No reasons given.
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 | Guru | Stack Overflow for Teams |
|---|---|---|
| Best team knowledge base tools | 80% #4 | 1% #33 |
| Best help desk software | 1% #18 | · |