AIVory Smart Inference
An intelligent router that directs AI inference requests to the most affordable providers available.
PaidProductivity
Visit website Free to browse · updated 2026-06-22
What is AIVory Smart Inference?
The service functions as a routing proxy positioned between user applications and numerous inference providers. It evaluates available endpoints based on current cost, latency, and availability before forwarding requests to the optimal choice that satisfies quality requirements. Responses are returned in the expected format, supporting features such as streaming and tool calling. Behind the operations, the system continuously monitors pricing and capacity from various sources, including established API services and spot GPU marketplaces. When lower prices emerge, the router incorporates them rapidly to ensure ongoing efficiency. This approach enables pay-as-you-go access without subscriptions or additional fees beyond the routed rates. Integration requires only a minimal adjustment to point existing software development kits at the service endpoint. The system handles failover across options and provides per-request details on costs and selections, facilitating straightforward adoption for open-weight model deployments.
Key features
OpenAI-compatible /v1/chat/completions endpoint with streaming, tool calling, JSON mode and vision
Automatic routing to cheapest live inference provider across 10+ vendors
Spot GPU marketplace with one-click deployment for open-weight models
Pay-as-you-go credits from $10 with optional monthly spend cap and no subscription
Real-time pricing pulled from providers including Together AI, DeepInfra, Fireworks, Groq and spot GPU hosts
Response headers showing per-request cost, chosen provider and alternative candidates
Support for self-hosted or router-managed spot capacity with per-second billing
AI models AIVory Smart Inference uses
llama-3.3-70b
qwen-2.5-72b
deepseek-v3.2
deepseek-v4-flash
llama-4-scout
Llama 4 Maverick 400B
DeepSeek V3.2 671B
Gemma 4 31B
Qwen 2.5 72B
What you can use AIVory Smart Inference for
Cost-optimized inference routing
Automatically routes each request to the lowest-cost live provider among 10+ vendors while preserving OpenAI endpoint compatibility for streaming, tool calling, JSON mode, and vision.
One-click spot GPU deployment
Launch open-weight models on spot GPU capacity from multiple hosts with per-second billing and optional router-managed fallback.
Pay-as-you-go API access
Purchase credits from $10 with an optional monthly spend cap and no subscription, receiving per-request cost headers for transparency.
How to use AIVory Smart Inference
- 1Request early access and add a card
- 2Purchase credits from $10 and set a monthly cap
- 3Update base_url to https://smart.aivory.net/v1 in your SDK
- 4Keep existing model names, prompts, and streaming code
- 5Review per-request cost and provider headers in responses
AIVory Smart Inference pricing
Pricing model: Paid. Plan details are indicative — check the site for current prices.
Credits
$10one-time
- pay-as-you-go token pricing
- no subscription
- optional monthly spend cap (default $100)
Editor's verdict
Pros
- +Up to 89% cost reduction versus priciest providers on identical models
- +Single base_url change integrates with existing SDKs, prompts and streaming code
- +Live price monitoring updates routing within seconds of provider price drops
Cons
- –Early access required to use the service
- –Only routes open-weight models; proprietary models like GPT-4o must be called directly
- –Dependent on third-party provider availability and spot GPU stock
Our take: AIVory Smart Inference is a solid productivity choice. It's valued for up to 89% cost reduction versus priciest providers on identical models and single base_url change integrates with existing sdks, prompts and streaming code. The main trade-off is early access required to use the service. Best when you need reliable, professional output.
Frequently asked questions
It scores every available endpoint by live cost, latency, and availability, then forwards the request to the cheapest option that meets the quality bar.
Summary
AIVory Smart Inference is a solid productivity choice. It's valued for up to 89% cost reduction versus priciest providers on identical models and single base_url change integrates with existing sdks, prompts and streaming code. The main trade-off is early access required to use the service. Best when you need reliable, professional output.
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