OpenAI Moderation alternatives
Default first-pass content filter for agent I/O. Pair with Llama Guard (Groq) or NeMo Guardrails when you…
Overall 8.62 (curated_estimate, high) · score asOf 2026-09-14 · last reviewed 2026-09-14. This is not an Elo and not a live price board. Provider · JSON
Jobs: content-moderation, llm-input-guardrails, prompt-injection-firewall
| Provider | Why listed | Overall | Δ vs subject | asOf |
|---|---|---|---|---|
| Lakera Guard Depot pick for a dedicated prompt-injection firewall in front of any LLM. NeMo when you need programmable… | same_jtbd_runner, same_jtbd_pick · content-moderation, llm-input-guardrails, prompt-injection-firewall | 8.21high | -0.41 | 2026-09-14 |
| NVIDIA NeMo Guardrails When OpenAI Moderation taxonomy is not enough and you need programmable rails. Host Llama Guard on Groq for… | same_jtbd_runner, same_jtbd_pick · content-moderation, llm-input-guardrails, prompt-injection-firewall | 7.87high | -0.75 | 2026-09-14 |
| Guardrails AI OSS programmable rails peer to NeMo Guardrails. Lakera when you want a hosted injection firewall API… | same_jtbd_runner · content-moderation, llm-input-guardrails, prompt-injection-firewall | 8.2medium | -0.42 | 2026-09-14 |
| Groq Use when latency is the product. Do not build your whole company on one Groq model SKU — they rotate. | same_jtbd_runner · content-moderation, llm-input-guardrails | 7.95high | -0.67 | 2026-09-14 |
| HiddenLayer Enterprise AI security peer to Prisma AIRS / Cisco AI Defense. Lakera/NeMo/Guardrails for builders… | same_jtbd_runner · llm-input-guardrails, prompt-injection-firewall | 6.88medium | -1.74 | 2026-09-14 |
| Arthur AI Monitoring/evals peer with a real $60 Premium. Prefer Braintrust/Langfuse for tracing defaults; Arthur when… | same_jtbd_runner · llm-input-guardrails | 7.89high | -0.73 | 2026-09-14 |
| OVHcloud AI Endpoints Strong EU budget open-model alternative. Mistral remains the EU product default; OVH when price + French… | same_jtbd_runner · content-moderation | 7.72high | -0.9 | 2026-09-14 |
| Galileo Pick for production hallucination measurement + guardrails. Braintrust/Promptfoo for lighter eval loops. | same_jtbd_runner · llm-input-guardrails | 7.45high | -1.17 | 2026-09-14 |
| Palo Alto Prisma AIRS (ex-Protect AI) Catalog the current SKU (Prisma AIRS), not the dead Protect AI brand. Pick only if PANW is already the… | same_jtbd_runner · prompt-injection-firewall | 7.28medium | -1.34 | 2026-09-14 |
Prices are not ranked on this page. For a job, use the sourced quote (separate input and output rows, Depot Pick unchanged): content-moderation, llm-input-guardrails, prompt-injection-firewall.
Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category. Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement. Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row.