29+ model gateway surfaces in SaaS

A multi‑model LLM gateway that routes across 29+ models, performs token analysis, and exposes a console/pricing layer for enterprise workflows was showcased — a real example of model‑agnostic routing in production SaaS stacks demoed. These gateways let product teams swap or A/B model endpoints without changing orchestration logic.

Portkey’s open-source gateway repository advertises routing to 1,600+ language, vision and audio models, positioning itself as a single control plane for heterogeneous model endpoints. (github.com) Get Multi’s commercial UI publicly touts access to 400+ models and side‑by‑side comparison tooling that mirrors the multi‑model routing pattern shown in the demo. (getmulti.ai) Gateways expose token‑analysis and prompt‑caching because providers bill by tokens: public 2026 price summaries list GPT‑4o at roughly $2.50 per 1M input tokens and $10 per 1M output tokens. (pricepertoken.com) Claude’s integration docs explicitly require or support count_tokens endpoints and gateway-compatible formats for accurate token accounting. (code.claude.com) Edge and low‑latency routing proofs‑of‑concept demonstrate pre‑request classification at the edge so a gateway can pick the lowest‑latency or lowest‑cost provider before a call leaves the network. (fastly.com) Independent gateway evaluations used production‑scale workloads (example: a 500 RPS sustained test mix of GPT‑4 and Claude traffic) to compare latency, throughput, and cost behavior across candidates. (dev.to) Market analysis estimates the LLM gateway segment at about $18.4M in 2025 with a projected expansion to ~$250M by 2032 (CAGR ~45.8%). (qyresearch.com) Enterprise gateway demos and docs emphasize centralized key management, rate‑limits, and budget/observability controls—Claude’s gateway docs list centralized auth and usage tracking, and Kong’s AI Gateway advertises semantic caching plus inline guardrails for compliance. (code.claude.com)

Get your own daily briefing

Scout delivers personalized news, insights, and conversations tailored to your role and industry.

Download on the App Store

Shared from Scout - Be the smartest in the room.