AI / LLM Router

Cut LLM Costs by 60% and Eliminate
Downstream
Outages

Dynamically route prompts across DeepSeek,
Moonshot, Qwen, and local endpoints.
Automatically balance cost, latency,
and model capacity with a
single drop-in SDK.

Explore the architecture
60% lower token spend<10ms routing overheadlive multi-provider fallback
router
deepseek
moonshot
qwen
local
policy
fallback
selected routelocal -> frontier fallback
Core Routing Layer

One orchestration layer for cost, latency and fallback control.

Give every AI feature a routing policy instead of hardcoding one upstream model into production.

01 / Cost-Aware Dynamic Routing

Route Smart, Spend Less.

Automatically inspect incoming prompt complexity. Direct simple tasks to lightweight models and reserve frontier models for complex reasoning, reducing monthly token spend by up to 60%.

02 / Instant Multi-Provider Fallbacks

Zero Outage Risk.

When primary APIs hit rate limits or experience latency spikes, Prouter reroutes traffic to healthy backup endpoints in milliseconds without failing client requests.

03 / Unified Telemetry & Cost Analytics

Full Visibility Into Every Token.

Monitor real-time latency, token usage, and cost per feature across all upstream providers from a single dashboard.

Routing Intelligence

The decision engine scores the request before spend is committed.

Intent, modality, reliability and policy converge into a route decision that can adapt as providers change.

intentcomplexitymodalitycontext sizelatencycapabilitybudgetreliabilitypolicyavailability
Multimodal Access

Language, image, video, voice and specialist intelligence behind one integration.

LanguageReasoning, extraction, support, agents
ImageGeneration, editing, visual analysis
VideoCampaign clips, product motion, storyboards
MovieCinematic plans, scenes, narration, final MP4s
VoiceNarration, transcription, spoken interfaces
SpecialistCoding, policy, creative, local capacity
Movie Creation

Create cinematic movies from a single high-level prompt.

Movie mode turns a concept into a scene-by-scene production plan, renders the segments as tracked generation jobs, and finalizes the completed scenes into one MP4 saved to History.

PromptPlan -> Generate scenes -> Finalize MP4
Plan

Turn a long prompt into a production plan

Users can describe a cinematic concept and get a structured title, logline, storyline, scene plan, model roles, audio direction, and assembly notes.

Generate

Render movie segments with optional audio

Submit planned scenes as tracked generation jobs, add internal narration where needed, and optionally create an instrumental score for the finished movie.

Finalize

Join the completed scenes into one MP4

Refresh segment status, finalize when scenes are complete, mix background music under voice audio, and save the finished movie to History.

Transparent Routing

Every route can explain itself.

Request typeSupport answer generation
Prompt complexityLow
Primary routeLocal vLLM endpoint
Fallback routeMoonshot / Qwen backup
Routing priorityCost-optimized with latency guardrail
Estimated cost$0.00 local
Actual cost$0.00 local
Latency184ms
FallbackArmed for rate limits and spikes
Developer Integration

One OpenAI-compatible surface. Routing logic behind it.

Keep your integration stable while Prouter evaluates each request and chooses the model or model chain that fits the job.

POST https://api.prouter.io/v1/chat/completions
Authorization: Bearer pr_live_xxxxxxxxxxxx

{
  "model": "auto",
  "messages": [
    { "role": "user", "content": "Create a product launch video brief" }
  ],
  "routing_policy": "quality_within_budget"
}
Enterprise Control Plane
Organisation accessUsers and teamsBudget controlsPolicy routingModel allowlistsAudit logsUsage analyticsPrivate endpointsData governanceProvider abstraction
Governed Spend

Start free. Top up only when paid routes earn it.

Signup is $0. Wallet credits unlock cloud text escalation, API cloud usage, image, video, and voice generation.

Signup$0

Create an account and use local-first workspace routes.

Minimum top-up$10

One-time wallet credit. Maximum top-up is $500.

Daily cloud cap$20

Cloud text usage stops or falls back when the daily cap is reached.

Unpaid grace5 days

New unpaid accounts are deactivated after the pilot grace period.

What $10 can generateMedia rates use the same wallet balance.
Image$0.05per image200 images per $10
Video$0.50per video20 videos per $10
Voice$0.02per voice generation500 voice generations per $10
Cloud text pricingInput and output rates are per 1M tokens.
Low CostDeepSeekdeepseek-v4-flash
Mid CostMoonshotkimi-k3
High EndQwenqwen-max
ModelInputOutput
DeepSeek flash$0.20$0.80
Moonshot kimi$0.60$2.50
Qwen plus$0.50$2.00
Qwen max$1.20$6.00
Anthropic Claude$3.00$15.00
OpenAI gpt-5$1.25$10.00
OpenAI gpt-5-pro$15.00$120.00
Live Routing Demo

Test the router without calling a production model.

Detected taskMultimodal campaign generation
Estimated complexityHigh
Recommended routeReasoning -> Image -> Video -> Voice
ReasonMultiple modalities and quality-sensitive output need a chained route.
Relative costMedium
FallbackEnabled: text brief if video queue is unavailable

Stop choosing models. Start routing intelligence.

Talk to ProuterRead documentation