Routey — Dynamic LLM Router

Why Routey

The only truly dynamic router

While competitors rely on static leaderboards or require weeks to onboard new models, Routey's Semantic Fingerprinting delivers instant capability matching through zero-shot learning.

Feature	Routey	Martian	NotDiamond	OpenRouter
Instant "Day 0" Model Support Routes to new models the second they are released without downtime.				Availability Only
Zero Retraining Required Add new models to your pool without retraining the router.				N/A
"Fingerprint" Based Intelligence Uses vector embeddings to match prompts to model capabilities dynamically.
Works Without User Eval Data Smart routing works out-of-the-box; no need to upload your own datasets.
Dynamic Model Pool Automatically adjusts traffic when models are added or removed.
Transparent Logic You can see why a model was chosen (based on cluster similarity).

The Routey Advantage

When a new model like Gemini 3, DeepSeek-V3.2 or Llama 4 launches, Routey routes to it instantly. Competitors need 2-4 weeks of manual benchmarking or require you to upload sensitive evaluation datasets. That's the power of dynamic, zero-config routing.

See It In Action

See intelligent routing in action

Watch Routey automatically select optimal models and catch errors in real-time

routey_example.py

1 from routey import ModelPool

3 cli.command('init')

4 .description('Initialize project')

5 .action(async () => {

6 console.log('✨ Done!')

7 })

9 cli.parse(process.argv)

11 // Full TypeScript support

12 // Auto validation with Zod

13 // Beautiful prompts built-in

15 const options = await cli.prompt({

16 name: { type: 'text' },

17 features: { type: 'multiselect' }

18 })

20 // Lightning fast CLI framework

21 // Zero config, just works

Intelligent Routing

ML-based model selection

Proactive Monitoring

Real-time failure detection

Cost Optimization

47% average savings

How It Works

Capability matching, demystified

Routey reads the "DNA" of your query and every available model—matching them in real-time without leaderboards or manual benchmarks.

Semantic Fingerprinting

Every query and model receives a unique vector embedding "fingerprint." Routey's universal routing algorithm matches them through learned similarity patterns—finding the optimal model without static benchmarks.

Query Encoding

Your prompt is transformed into a high-dimensional embedding capturing semantic intent, task complexity, and domain characteristics

Universal Model Profiles

Every model in the pool gets profiled through capability embeddings—completed in seconds for new models like DeepSeek-V3 or Llama 4

Intelligent Matching

Our routing algorithm learns similarity patterns between queries and model capabilities, selecting the best match for performance and cost—no manual tuning required

Read the Docs (coming soon) Technology

routey_example.py

1 import routey

2 from routey import ModelPool

4 # One API key for 400+ models

5 client = routey.Routey(

6 api_key="ag_sk_..."

7 )

9 # Intelligent routing (3 lines)

10 pool = ModelPool(

11 models=["gpt-4o", "claude-sonnet-4"],

12 strategy="cost_optimized"

13 )

15 response = client.chat.completions.create(

16 model=pool,

17 messages=[{"role": "user",

18 "content": "Explain quantum"}]

19 )

21 # Auto proactive monitoring

22 print(f"Model: {response.routing.selected_model}")

Real-time Monitoring

⌘ K

↑ ↓

Dashboard Preview

98.7%

Error detection accuracy

Proactive monitoring

47%

Average cost reduction

Through intelligent routing

<5ms

Routing latency

Lightning fast decisions

400+

Supported models

One unified gateway

Platform Features

Complete AI observability

Everything you need to build, monitor, and optimize production AI systems with confidence.

Intelligent Model Routing

ML-based query classification routes to optimal model (like NotDiamond)

Proactive Error Detection

Catch hallucinations, infinite loops, silent failures before users

Self-Healing Workflows

Auto-adjusts prompts, retry logic, and model selection from failures

Unified Model Gateway

One API key → 400+ models. OpenRouter-compatible with intelligence

Cost Optimization

47% average reduction through automatic model selection

Enterprise Compliance

SOC 2 Type II (coming soon), full audit trails, GDPR/HIPAA ready

1 API

Unified interface

Single key for all models

Day 0

New model support

Instant availability via fingerprinting

2.3s

Model profiling time

Semantic fingerprint generation

47%

Average cost savings

Through intelligent routing

Quick Start

Deploy in 5 minutes

Three simple steps to add intelligent routing and proactive monitoring to your AI agents.

Install

pip install routey

Add Routey to your project

Configure

import routey client = routey.Routey( api_key="ag_sk_...")

Initialize the SDK

Deploy

Automatic routing + monitoring

Zero additional configuration

Full Documentation (coming soon)

Unified API Interface for 400+ LLMs