EvalGuard vs Maxim AI.
AI evaluation and observability platformMaxim AI (maxim.ai) is an AI evaluation and observability platform with ~20 evaluation metrics, ~10 attack plugins, agent simulation, tracing, and cost tracking. It holds enterprise compliance certifications. No runtime firewall, no gateway, and closed-source only.
across the 13-row feature matrix · see “where Maxim AIleads” below
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 Maxim AI, by the numbers
Where both platforms publish a number, here's the gap. Our values come straight from the drift-checked registry; Maxim AI's are quoted as published.
| Feature | EvalGuard | Maxim AI |
|---|---|---|
| Attack Plugins | 300+ | ~10 |
| Eval Scorers | 200+ | ~20 |
| Runtime Firewall | 2.57ms p95 (measured) | No |
| SDKs | CLI + Python/TS/Go SDKs | Limited |
| CI/CD Quality Gates | Yes | No |
| LLM Gateway | Yes (routing, caching) | No |
| Compliance | 50 frameworks | 4 certs (SOC2, HIPAA, ISO, GDPR) |
| Agent Simulation | Yes | Yes |
| Tracing | OpenTelemetry | Yes |
| Cost Tracking | Yes | Yes |
| NL→Eval Pipeline | Yes (unique in this guide) | No |
| Open Source | Apache 2.0 | No (closed) |
| Self-Hosted | Docker + Helm | No |
Why choose EvalGuard over Maxim AI
- 200+ scorers vs ~20 — 8x more evaluation metrics
- 300+ attack plugins vs ~10 — 23x more red team coverage
- Runtime firewall at 2.57ms p95 (measured, see /trust/latency) — Maxim has no firewall
- CLI + Python/TS/Go SDKs + CI/CD quality gates — Maxim has limited SDK support
- Open source and self-hostable — Maxim is closed-source SaaS only
- NL→Eval pipeline — we haven't found this on any platform in our tracked competitor set (verified April 2026)
Where Maxim AI leads
- Maxim AI has strong agent simulation and testing capabilities
- Maxim AI has enterprise-grade tracing and cost tracking
- Maxim AI holds enterprise compliance certifications
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