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LLM Gateway

7 articles tagged "LLM Gateway"

Explore our collection of articles about llm gateway. These posts cover practical insights for enterprise AI governance, compliance, and infrastructure teams.

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LLM Gateway vs API Gateway: Why Teams Still Need Both
LLM Gateway API Gateway

LLM Gateway vs API Gateway: Why Teams Still Need Both

Learn what an LLM gateway adds, why teams still need it beside an API gateway, and how to test token, routing, data, and cost controls.

Nov 3, 2026 8 min
Token Counts Explained: Why the Same Text Costs Differently
LLM Gateway AI FinOps

Token Counts Explained: Why the Same Text Costs Differently

We counted one sentence, one line of code and one JSON object with four tokenizers. Prose matched everywhere; code and JSON did not. Here is how to test your own payloads.

Oct 27, 2026 7 min
LLM Gateway Layers: Proxy vs Router vs Control Plane
LLM Gateway AI Infrastructure

LLM Gateway Layers: Proxy vs Router vs Control Plane

An LLM gateway does three jobs: proxy, router and control plane. Learn which layer your team needs, what it really costs and how to roll one out.

Oct 20, 2026 7 min
Top 7 LLM Gateway Solutions for Enterprise AI Teams
LLM Gateway Unified AI Gateway

Top 7 LLM Gateway Solutions for Enterprise AI Teams

Compare enterprise LLM gateway solutions across routing, observability, policy, cost controls, guardrails, provider abstraction, and production governance.

Jul 3, 2026 8 min
AI Tokenomics: Comparing Token Costs Across Claude, OpenAI, Gemini, and Cursor
Tokenomics LLM Gateway

AI Tokenomics: Comparing Token Costs Across Claude, OpenAI, Gemini, and Cursor

Tokenomics explained: input, output, cache-read and cache-write tokens, a Claude vs OpenAI vs Gemini vs Cursor cost comparison, and how to measure it.

Jun 24, 2026 7 min
NVIDIA Nemotron LLMs Explained: Models, Trade-Offs, and Gateway Routing
NVIDIA Nemotron LLM Gateway

NVIDIA Nemotron LLMs Explained: Models, Trade-Offs, and Gateway Routing

A practical guide to NVIDIA's Nemotron LLM family: Llama Nemotron, Nemotron 3, model sizes, licensing, self-hosting, API access, and where Nemotron fits in a multi-model gateway.

Jun 2, 2026 14 min
OpenTelemetry for LLMs: How the Axiom LLM Gateway Ships Audit-Grade Traces
OpenTelemetry OTEL

OpenTelemetry for LLMs: How the Axiom LLM Gateway Ships Audit-Grade Traces

OpenTelemetry's GenAI semantic conventions made LLM telemetry portable. The hard part is producing them consistently across every vendor — which is what an LLM gateway is for.

May 8, 2026 11 min

Weekly governance insights for engineering leaders

Read the patterns behind governed AI delivery, then turn them into tracked workflows with Axiom Studio.

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