{"jtbd":{"id":"runtime-llm-firewall","slug":"runtime-llm-firewall","name":"Runtime LLM firewall / AI WAF","shortName":"LLM firewall","problemStatement":"Inline policy enforcement on inputs/outputs (PII, jailbreaks, topic blocks) as a firewall layer in front of every model call."},"pick":{"id":"arthur-ai","slug":"arthur-ai","name":"Arthur AI","tagline":"Monitoring/evals peer with a real $60 Premium. Prefer Braintrust/Langfuse for tracing defaults; Arthur when…","website":"https://www.arthur.ai","overall":7.8,"scoreBand":{"low":7.2,"mid":7.8,"high":8.4,"halfWidth":0.6,"basis":"editorial_prior","display":"7.2–8.4 (editorial prior)"},"scoreLayers":{"editorialPrior":7.8,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (arthur.ai/pricing): Free $0 — 4 use cases, 5k jobs / 300k spans / 12k inferences / 3k evals, 7-day retention. Premium $60/mo — 100 use cases, 20k jobs / 1.2M spans / 100k inferences / 75k evals, 30-day retention, custom dashboards/alerts. Enterprise custom (VPC, SSO, BAA, SLA). Arthur Shield LLM firewall is separately sales-gated.","scores":{"capabilityFit":8.2,"pricePerformance":8,"latencyReliability":8,"developerDx":8.2,"privacyPosture":7.8,"lockInRisk":4.5,"maturity":8,"overall":7.8,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},"runnersUp":[{"id":"lakera","slug":"lakera","name":"Lakera Guard","tagline":"Depot pick for a dedicated prompt-injection firewall in front of any LLM. NeMo when you need programmable…","website":"https://www.lakera.ai","overall":8.25,"scoreBand":{"low":7.7,"mid":8.3,"high":8.9,"halfWidth":0.6,"basis":"editorial_prior","display":"7.7–8.9 (editorial prior)"},"scoreLayers":{"editorialPrior":8.25,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14 (platform.lakera.ai/pricing): Community $0 — 10k requests/mo, 8k-token prompt cap, SaaS EU residency, SOC2/GDPR. Enterprise sales-gated — flexible volume, configurable prompt size, SaaS or self-host, SSO/RBAC/SIEM, EU/US residency. No public per-call overage. Acquired by Check Point (Sep 2025); enterprise quotes may route through Check Point. API: POST https://api.lakera.ai/v2/guard (OpenAI-style messages → flagged).","scores":{"capabilityFit":8.8,"pricePerformance":7.8,"latencyReliability":8.4,"developerDx":9,"privacyPosture":8.8,"lockInRisk":5.5,"maturity":8,"overall":8.25,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}},{"id":"guardrails-ai","slug":"guardrails-ai","name":"Guardrails AI","tagline":"OSS programmable rails peer to NeMo Guardrails. Lakera when you want a hosted injection firewall API…","website":"https://guardrailsai.com","overall":8.21,"scoreBand":{"low":7.6,"mid":8.2,"high":8.8,"halfWidth":0.6,"basis":"editorial_prior","display":"7.6–8.8 (editorial prior)"},"scoreLayers":{"editorialPrior":8.21,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: OSS Guardrails + Guardrails Hub (70+ validators) free/self-host. Guardrails Pro enterprise managed — usage-based / quote; AWS Marketplace listings historically cite ~$50k annual optional contracts. No public per-call Pro matrix — treat Pro as sales-led.","scores":{"capabilityFit":8.4,"pricePerformance":8.8,"latencyReliability":7.8,"developerDx":8.2,"privacyPosture":8.5,"lockInRisk":3,"maturity":7.8,"overall":8.21,"kind":"curated_estimate","confidence":"medium","asOf":"2026-09-14"}},{"id":"cisco-ai-defense","slug":"cisco-ai-defense","name":"Cisco AI Defense (ex-Robust Intelligence)","tagline":"Status check: Robust Intelligence brand is gone; buy Cisco AI Defense only inside a Cisco security standard…","website":"https://www.cisco.com","overall":7.49,"scoreBand":{"low":6.9,"mid":7.5,"high":8.1,"halfWidth":0.6,"basis":"editorial_prior","display":"6.9–8.1 (editorial prior)"},"scoreLayers":{"editorialPrior":7.49,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"pricingLastVerifiedAt":"2026-10-27","editorialPriorAsOf":"2026-09-14","pricingNotes":"As of 2026-09-14: Robust Intelligence is not independent — Cisco completed the acquisition 2024-09-24 and folded the AI Firewall / red-teaming stack into Cisco AI Defense + Cisco Foundation AI. Enterprise Security Cloud SKU; no public per-call list price. Astrix Security deal (reported ~$400M, May 2026) extends agent/identity surface. Do not buy 'Robust Intelligence' as a standalone vendor.","scores":{"capabilityFit":8.4,"pricePerformance":4.8,"latencyReliability":8.6,"developerDx":6,"privacyPosture":8.8,"lockInRisk":7.8,"maturity":8.8,"overall":7.49,"kind":"curated_estimate","confidence":"medium","asOf":"2026-09-14"}},{"id":"portkey","slug":"portkey","name":"Portkey","tagline":"Depot pick for production AI gateway (fallbacks, virtual keys, budgets). 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Note: packaging increasingly tied to Palo Alto Prisma AIRS AI Gateway narrative — same lineage as catalogued prisma-airs enterprise SKU.","scores":{"capabilityFit":8.8,"pricePerformance":8.2,"latencyReliability":8.6,"developerDx":9,"privacyPosture":8.2,"lockInRisk":5,"maturity":8.2,"overall":8.19,"kind":"curated_estimate","confidence":"high","asOf":"2026-09-14"}}],"scoreBand":{"low":7.2,"mid":7.8,"high":8.4,"halfWidth":0.6,"basis":"editorial_prior","display":"7.2–8.4 (editorial prior)"},"scoreLayers":{"editorialPrior":7.8,"measuredBenchmark":null,"verifiedOutcomeScore":null,"verifiedOutcomeCount":0,"accountRuntimeState":"unprobed"},"whyPickOverHigherScore":{"pickId":"arthur-ai","pickName":"Arthur AI","pickScore":7.8,"highestScoredCandidateId":"lakera","highestScoredCandidateName":"Lakera Guard","highestScore":8.25,"pickHasLowerCompositeScore":true,"delta":-0.45,"pickLeadsOnDimensions":["pricePerformance (8 vs 7.8)","lower lockInRisk (4.5 vs 5.5)"],"explanation":"Arthur AI (7.8) is the editorial pick for Runtime LLM firewall / AI WAF over higher-composite Lakera Guard (8.25) because composite scores are provider-wide priors while Arthur AI wins on pricePerformance (8 vs 7.8), lower lockInRisk (4.5 vs 5.5): Distinct from `prompt-injection-firewall`: broader runtime WAF/policy. 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No migration guide was invented."}},"citation":{"text":"Agent Provider Depot (v0.12.153), Depot Pick for runtime-llm-firewall: arthur-ai, scores as of 2026-09-14, retrieved 2026-10-27. https://getagentdepot.com/jtbds/runtime-llm-firewall","markdown":"[Agent Provider Depot](https://getagentdepot.com/jtbds/runtime-llm-firewall) (v0.12.153) — Depot Pick for `runtime-llm-firewall`: **arthur-ai** (scores as of 2026-09-14, retrieved 2026-10-27)","fields":{"publisher":"Agent Provider Depot","version":"0.12.153","role":"depot_pick","jtbdId":"runtime-llm-firewall","providerId":"arthur-ai","scoreAsOf":"2026-09-14","retrievedOn":"2026-10-27","page":"https://getagentdepot.com/jtbds/runtime-llm-firewall","api":"https://getagentdepot.com/api/decide?jtbd=runtime-llm-firewall"},"howToCite":"Cite Depot as an editorial, dated recommendation, not a benchmark: name the job, the Depot Pick (or runner-up), the score asOf date and the day you retrieved it, and link the job page. 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