Head-to-head, ranks 11 and 1 of 12
7AI vs Mate Security
The short answer
7AI totals 5.50 and Mate Security 6.70. Mate Security ranks higher by 1.20 points. The decisive criterion is context grounding, where 7AI scores 6 and Mate Security 9. 7AI leads on 1 criteria, Mate Security on 5.
Seven scores side by side
| Criterion | Weight | 7AI | Mate Security |
|---|---|---|---|
| Use-case breadth | 20% | 7 | 9 |
| Context grounding | 15% | 6 | 9 |
| Autonomy controls | 15% | 6 | 8 |
| Published evidence | 15% | 3 | 4 |
| Integration transparency | 15% | 5 | 3 |
| Pricing transparency | 10% | 2 | 4 |
| Momentum and recognition | 10% | 9 | 9 |
| Weighted total | 100% | 5.50 | 6.70 |
Where 7AI is ahead
- Integration transparency, 5 against 3. 200 integrations per a 2026-10-29 release, but /integrations returned 404, so none are named.
Where Mate Security is ahead
- Use-case breadth, 9 against 7. Four of the seven use cases have a product or feature page; insider risk, exposure and security engineering are one-line tiles.
- Context grounding, 9 against 6. The Security Context Graph stores memories with source, confidence and freshness, and Mate says it learns from tickets and documents in hours.
- Autonomy controls, 8 against 6. Three levels per action class, CPR scoring kept outside the reasoning loop, and a shadow-mode start on real alerts.
- Published evidence, 4 against 3. The 98.7 percent, 97 percent and 6.1x figures carry no method (grade C); the Blue City method is published but does not test Mate.
- Pricing transparency, 4 against 2. No pricing page; one AWS Marketplace line of 150,000 USD for 12 months with no defined usage unit.
Verdict by situation
- Lean SOC: For a lean SOC, Mate Security leads 6.35 to 5.30, mostly on context grounding (9 against 6); 7AI only makes sense if that criterion matters little to you.
- Enterprise SOC with SOAR already: For an enterprise SOC that already runs SOAR, Mate Security leads 6.85 to 5.65, mostly on context grounding (9 against 6); 7AI only makes sense if that criterion matters little to you.
- Microsoft estate: For a Microsoft-centred estate, Mate Security leads 6.20 to 4.95, mostly on context grounding (9 against 6); 7AI only makes sense if that criterion matters little to you.
- Regulated and audited: For a regulated or audited organisation, Mate Security leads 6.15 to 4.85, mostly on autonomy controls (8 against 6); 7AI only makes sense if that criterion matters little to you.
- MSSP: For an MSSP, Mate Security leads 6.35 to 5.40, mostly on integration transparency (3 against 5); 7AI only makes sense if that criterion matters little to you.
The sourced difference on context grounding
7AI, per 7ai.com: Not documented in detail on the pages read.
Mate Security, per mate.security: Security Context Graph stores 'memories' (facts with source, confidence and freshness), decision traces, guardrails and architecture. Data is queried where it lives (Data Collection post, 2026-11-02). Learns the organisation 'in hours' from tickets, documentation, incidents and configurations (home FAQ).
Both read between 2026-11-03 and 2026-11-05. Vendor statements are vendor claims.