{ "source": "BENCHMARKS.md#part-5--real-world-reviews-what-production-users-report", "rows": [ { "gateway": "LiteLLM", "praised": "Default OpenAI-compatible multi-provider proxy; unmatched model breadth", "gripe": "Latency/memory overhead and degradation at high RPS", "event": "⚠️ PyPI supply-chain attack (Mar 2026) — v1.82.7/1.82.8 were backdoored with a credential stealer after a Trivy CI-token compromise (TeamPCP); PyPI quarantined the project in ~3h. Pin to a clean release. Trend Micro · Datadog", "search": "LiteLLM Default OpenAI-compatible multi-provider proxy; unmatched model breadth Latency/memory overhead and degradation at high RPS ⚠️ PyPI supply-chain attack (Mar 2026) — v1.82.7/1.82.8 were backdoored with a credential stealer after a Trivy CI-token compromise (TeamPCP); PyPI quarantined the project in ~3h. Pin to a clean release. Trend Micro · Datadog" }, { "gateway": "OpenRouter", "praised": "400+ models behind one key and one bill; hard spend caps", "gripe": "~5.5% credit fee at scale; provider quality/quantization varies; no public SLA", "event": "~50-min database outage (Aug 28 2025), then two more on Feb 17 & 19 2026 — all DB-layer failures, not upstream providers (the Feb pair: the caching layer dropped every DB connection, returning 401s with ~80–90% request failures); ~99.96% uptime over 8 months, but no SLA or downtime credits. StatusGator · Feb 2026 postmortem", "search": "OpenRouter 400+ models behind one key and one bill; hard spend caps ~5.5% credit fee at scale; provider quality/quantization varies; no public SLA ~50-min database outage (Aug 28 2025), then two more on Feb 17 & 19 2026 — all DB-layer failures, not upstream providers (the Feb pair: the caching layer dropped every DB connection, returning 401s with ~80–90% request failures); ~99.96% uptime over 8 months, but no SLA or downtime credits. StatusGator · Feb 2026 postmortem" }, { "gateway": "Portkey", "praised": "Genuinely production-grade; strong observability, fallbacks, prompt management", "gripe": "Much "review" content is SEO — weigh G2/Gartner over listicles", "event": "Acquired by Palo Alto Networks (closed May 2026) — now the control plane for Prisma AIRS; a neutrality/roadmap question if you want vendor-independent infra. Palo Alto Networks", "search": "Portkey Genuinely production-grade; strong observability, fallbacks, prompt management Much \"review\" content is SEO — weigh G2/Gartner over listicles Acquired by Palo Alto Networks (closed May 2026) — now the control plane for Prisma AIRS; a neutrality/roadmap question if you want vendor-independent infra. Palo Alto Networks" }, { "gateway": "Vercel AI Gateway", "praised": "One endpoint, 0% markup on BYOK, native to the AI SDK", "gripe": "Durable independent sentiment still thin", "event": "Vercel breach (Apr 2026) — a Context.ai OAuth supply-chain compromise exposed environment variables for a subset of customers. Not the gateway product itself, but it bears on trusting Vercel with your keys. TechCrunch · Vercel", "search": "Vercel AI Gateway One endpoint, 0% markup on BYOK, native to the AI SDK Durable independent sentiment still thin Vercel breach (Apr 2026) — a Context.ai OAuth supply-chain compromise exposed environment variables for a subset of customers. Not the gateway product itself, but it bears on trusting Vercel with your keys. TechCrunch · Vercel" }, { "gateway": "Cloudflare AI Gateway", "praised": "Zero-infra observability / caching / rate-limiting on CF's edge; dollar spend limits", "gripe": "Limited request-placement / routing control", "event": "Newer entrant; independent production-review depth is still thin.", "search": "Cloudflare AI Gateway Zero-infra observability / caching / rate-limiting on CF's edge; dollar spend limits Limited request-placement / routing control Newer entrant; independent production-review depth is still thin." }, { "gateway": "Kong AI Gateway", "praised": "Inherits a battle-tested data plane + broad plugin ecosystem", "gripe": "Open-core: several important plugins are Enterprise-only (some prefer Apache APISIX for predictable OSS)", "event": "The AI Gateway is newer; most Kong-vs-LiteLLM/Portkey benchmarks are vendor-published — reproduce before trusting.", "search": "Kong AI Gateway Inherits a battle-tested data plane + broad plugin ecosystem Open-core: several important plugins are Enterprise-only (some prefer Apache APISIX for predictable OSS) The AI Gateway is newer; most Kong-vs-LiteLLM/Portkey benchmarks are vendor-published — reproduce before trusting." }, { "gateway": "TensorZero", "praised": "Ambitious OSS gateway + observability + optimization "flywheel"", "gripe": "", "event": "⚠️ Archived June 2026 — company wound down; Apache-2.0 code and community forks remain, but plan for self-support, not a vendor roadmap. GitHub", "search": "TensorZero Ambitious OSS gateway + observability + optimization \"flywheel\" — ⚠️ Archived June 2026 — company wound down; Apache-2.0 code and community forks remain, but plan for self-support, not a vendor roadmap. GitHub" }, { "gateway": "Helicone", "praised": "~2-minute onboarding; fast cost/usage and token-limit debugging", "gripe": "As a proxy it sits in the request path (a SPOF unless you use async logging)", "event": "Acquired by Mintlify (Mar 2026), now maintenance mode — security fixes, bug fixes and new models keep shipping; Mintlify supports migration. Mintlify · Helicone", "search": "Helicone ~2-minute onboarding; fast cost/usage and token-limit debugging As a proxy it sits in the request path (a SPOF unless you use async logging) Acquired by Mintlify (Mar 2026), now maintenance mode — security fixes, bug fixes and new models keep shipping; Mintlify supports migration. Mintlify · Helicone" }, { "gateway": "Bifrost", "praised": "Markets itself as a fast Go drop-in for LiteLLM", "gripe": "Independent production evidence is still thin", "event": "Its 50–90× lower-p99 claims are vendor-reported — reproduce on your own workload before betting on them.", "search": "Bifrost Markets itself as a fast Go drop-in for LiteLLM Independent production evidence is still thin Its 50–90× lower-p99 claims are vendor-reported — reproduce on your own workload before betting on them." } ] }