Comparison

NeuralRouting vs Vercel AI Gateway

Vercel's AI Gateway is a convenience layer for the Vercel AI SDK — unified provider auth, basic failover, and simple proxying. NeuralRouting is a provider-agnostic intelligent router that classifies prompts and picks the cheapest capable model automatically. They overlap on the proxy surface and diverge on everything else.

TL;DR — 5 dimensions

Dimension	NeuralRouting	Vercel AI Gateway
Primary job	Cut LLM cost per request	Unify provider auth + failover
Routing intelligence	Automatic, per-prompt	Manual model choice
Cost reduction	60–85% out of the box	Minimal (routing not cost-aware)
Platform coupling	Any runtime, any cloud	Tied to Vercel + AI SDK DX
SDK surface	OpenAI SDK compatible	Vercel AI SDK native

Feature-by-feature

Feature	NeuralRouting	Vercel AI Gateway
Intelligent per-query routing	Automatic classification + routing	Pick provider per request
Model Cascading	Cheap → mid → premium escalation	Not available
Semantic caching	Meaning-based dedup, all tiers	Not core offering
Quality validation (Shadow)	Every economy response validated	Not available
Prompt security / guardrails	Built-in shield, all tiers	Not core offering
Multi-provider failover	Automatic	Configurable
Unified billing (one invoice)	BYOK per provider	Single Vercel invoice
Runs anywhere (any host)	Any cloud, any runtime	Best on Vercel infra
OpenAI SDK compatible		Vercel AI SDK–first
Free tier	5K credits	Included in Vercel plan
Starter price	$29/mo	Usage + Vercel plan

Where they differ

Cost-aware vs cost-neutral

NeuralRouting is built to minimize cost per correct output — classification, cascading, caching. The Vercel AI Gateway is cost-neutral: it passes your prompt to the model you specified, nothing more.

Provider-agnostic vs bundled

NeuralRouting runs anywhere. The Vercel AI Gateway's sweet spot is Vercel-hosted apps using the AI SDK — great DX there, more friction elsewhere.

Unified billing vs BYOK

Vercel's pitch is one invoice for everything. NeuralRouting keeps you on BYOK per provider so you retain your credits, discounts, and negotiated rates.

Which one should you pick?

Choose NeuralRouting if:

Your primary goal is reducing LLM spend automatically
You run outside Vercel or on multiple clouds
You want OpenAI SDK compatibility without SDK lock-in
You need semantic caching + quality validation built in

Choose Vercel AI Gateway if:

You're already deep in the Vercel AI SDK and Vercel hosting
You value unified billing across providers
You don't need per-prompt cost routing, just unified auth
Simplicity beats optimization for your current stage

Honest take: if you're shipping a weekend Vercel app, their gateway is the fastest path. If you're running production traffic and your bill is meaningful, cost routing isn't optional.

Ready to eliminate your Model Tax?

See NeuralRouting pricing. Free tier, no credit card, OpenAI SDK compatible.

See pricing