EvalGuard vs Giskard.
EU-focused red teaming with dynamic multi-turn agentsGiskard is a European open-source AI red teaming platform with 40-50 vulnerability probes, 10-15 metrics, and dynamic multi-turn red teaming using adaptive agents. It has strong EU compliance focus with 2 compliance frameworks. Enterprise SaaS requires a paid plan.
across the 12-row feature matrix · see “where Giskardleads” below
Competitor data (GitHub stars, downloads, feature counts, funding / acquisition status) verified as of 2026-07-22. EvalGuard's own counts are sourced live from the drift-checked registry.
Coverage at a glance
EvalGuard vs Giskard, by the numbers
Where both platforms publish a number, here's the gap. Our values come straight from the drift-checked registry; Giskard's are quoted as published.
| Feature | EvalGuard | Giskard |
|---|---|---|
| Attack Plugins | 300+ | 40-50 |
| Eval Scorers | 200+ | 10-15 |
| LLM Providers | 90+ | ~5 |
| Compliance Frameworks | 50 | 2 |
| Multi-turn Red Teaming | Yes | Yes (adaptive agents) |
| LLM Firewall | 5-layer Visual Builder | No |
| LLM Gateway | Yes | No |
| Agent Tracing | OpenTelemetry | No |
| Cost Analytics | Yes | No |
| NL→Eval Pipeline | Yes (unique in this guide) | No |
| Open Source | Apache 2.0 (SDKs + CLI) | Yes |
| SaaS Dashboard | Yes (free tier) | Enterprise only |
Why choose EvalGuard over Giskard
- 300+ plugins vs 40-50 — 3.5x more attack coverage
- 200+ scorers vs 10-15 — 7x more evaluation metrics
- 50 compliance frameworks vs 2 (adds NIST, MITRE, ISO 42001, DPDP, HIPAA + 45 more)
- 5-layer firewall + gateway + tracing + cost analytics — Giskard has none
- Free SaaS tier included — Giskard SaaS requires enterprise contract
Where Giskard leads
- Giskard has innovative dynamic multi-turn red teaming with adaptive agents
- Giskard has enterprise customers
- Giskard has enterprise compliance certifications
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