Head-to-head
EvalGuard vs Google Vertex AI Evaluation.
Free on GCP, locked to GoogleGoogle Vertex AI provides built-in model evaluation tools as part of the Google Cloud AI platform.
8
EvalGuard wins
1
Google Vertex AI Evaluation wins
Competitor data (GitHub stars, downloads, feature counts, funding / acquisition status) verified as of 2026-04-28. EvalGuard's own counts are sourced live from the drift-checked registry.
Coverage at a glance
EvalGuard vs Google Vertex AI Evaluation, by the numbers
Where both platforms publish a number, here's the gap. Our values come straight from the drift-checked registry; Google Vertex AI Evaluation's are quoted as published.
Attack Plugins
EvalGuard0
Google Vertex AI Evaluation0
Eval Scorers
EvalGuard0
Google Vertex AI Evaluation0
| Feature | EvalGuard | Google Vertex AI Evaluation |
|---|---|---|
| Attack Plugins | 250+ | 0 |
| Eval Scorers | 200+ | ~15 |
| LLM Providers | 90+ | Google models only |
| Vendor Lock-in | None (90+ providers) | GCP only |
| LLM Firewall | Yes | No |
| Compliance | EU AI Act + ISO | Partial |
| Self-Hosted | Yes | No (GCP only) |
| Open Source | Apache 2.0 | No |
| AutoML Integration | No | Yes |
Why choose EvalGuard over Google Vertex AI Evaluation
- 90+ providers — Vertex works with Google models only
- 250+ attack plugins — Vertex has no red teaming
- Open source and self-hostable
- No GCP dependency
Where Google Vertex AI Evaluation leads
- Vertex AI is free for GCP customers
- Deep integration with Gemini models
- Part of comprehensive GCP ML ecosystem
Ready to switch from Google Vertex AI Evaluation?
Start free. No credit card required. Migrate in minutes.