EvalGuard vs Giskard.
EU-focused red teaming with dynamic multi-turn agentsGiskard is a European open-source AI red teaming platform with dynamic multi-turn red teaming using adaptive agents, Logfire-instrumented tracing, and a strong EU compliance focus. The 3.0 rewrite on their main branch registers 7 vulnerability generators and roughly 19 checks including 8 LLM judges; the widely-quoted 40-50 probe figure belongs to the v2 line.
across the 12-row feature matrix · 2 rows unverified, counted for neither side · see “where Giskard leads” below
Competitor data (GitHub stars, downloads, feature counts, funding / acquisition status) verified as of 2026-08-09. 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+ | 7 generators in the 3.0 rewrite (v2 had ~40-50) |
| Eval Scorers | 200+ | ~19 checks incl. 8 LLM judges |
| LLM Providers | 90+ typed | 5 native + LiteLLM (their default embedding backend) |
| Compliance Frameworks | 50 | 1 (OWASP LLM Top 10) |
| Multi-turn Red Teaming | Yes | Yes (adaptive agents) |
| LLM Firewall | 5-layer Visual Builder | No |
| LLM Gateway | Yes | No |
| Agent Tracing | OpenTelemetry | Logfire-instrumented |
| Cost Analytics | Spend, budgets, chargeback | Token counts only |
| NL→Eval Pipeline | Yes (unique in this guide) | No |
| Open Source | Apache 2.0 (SDKs + CLI) | Yes |
| SaaS Dashboard | Yes (free tier) | Tiers not published in-repo |
Why choose EvalGuard over Giskard
- 300+ attack plugins across 30 categories — the Giskard 3.0 rewrite registers 7 vulnerability generators
- 200+ scorers vs ~19 checks — 12.8x more evaluation metrics
- 50 compliance frameworks vs 1 (adds NIST, MITRE, ISO 42001, DPDP, HIPAA + 45 more)
- 5-layer firewall + LLM gateway — Giskard ships neither
- Spend analytics and budgets — Giskard tracks token counts but not money
Where Giskard leads
- Giskard has innovative dynamic multi-turn red teaming with adaptive agents
- Giskard instruments its agent runtime with Logfire out of the box (a core dependency, not an add-on)
- Giskard has enterprise customers
- Giskard has enterprise compliance certifications, which EvalGuard does not
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