Engineering
Scaling LLM Inference to Millions of Requests
Learn how we architected our infrastructure to handle millions of inference requests per second while maintaining sub-100ms latency.
Dec 15, 2024
8 min read
Trusted by top innovative teams
Built for scale, optimized for speed
Deploy any model with enterprise-grade infrastructure. From prototype to production, we handle the complexity so you can focus on building.
Model Orchestration
Route requests to the optimal model based on latency, cost, and capability. Seamlessly switch between providers without code changes.
Auto Scaling
Scale from zero to millions of requests automatically with intelligent load balancing.
Real-time Analytics
Monitor inference metrics, costs, and performance in real-time dashboards.
99.9%uptime
Lightning Fast Inference
Sub-100ms latency with edge deployments across 200+ global locations.
Global Infrastructure
Deploy inference endpoints closest to your users. Automatic failover ensures 99.99% uptime across all regions.
Enterprise Security
SOC 2 compliant with end-to-end encryption. Your data never leaves your VPC.
Lightning-fast models at your fingertips
Access the most popular LLMs through a single API with industry-leading latency and throughput.
Avg. Latency
Uptime
Models
| Model | Provider | Latency | Status |
|---|---|---|---|
| Meta | live | ||
| Mistral | live | ||
| Anthropic | live | ||
| OpenAI | live | ||
| live | |||
| Cohere | live |
Simple, transparent pricing
Start building for free, scale when you're ready. No hidden fees, no surprises.
Developer
Perfect for indie hackers and small teams getting started.
Pay as you go
Only pay for what you use
- Access to 50+ models
- Pay per token pricing
- Standard rate limits
- Community support
- Usage analytics dashboard
- API playground access
Enterprise
CustomFor organizations that need advanced security and support.
Custom pricing
Tailored to your needs
- Everything in Developer
- Custom model fine-tuning
- 99.99% uptime SLA
- Dedicated support engineer
- Unlimited rate limits
- VPC deployment options
Wall of Love
Loved by developers worldwide
Join thousands of teams building the future of AI with Infiner.
"Switched from OpenAI direct to Infiner and our latency dropped by 40%. The model routing is incredibly smart."
Sarah Chen
@sarahchen_dev
"Finally an inference platform that just works. No more juggling API keys across providers."
Marcus Rodriguez
@marcusdev
"The auto-scaling saved us during our Product Hunt launch. Went from 100 to 10,000 requests/min seamlessly."
Emily Watson
@emwatson
"We've cut our AI infrastructure costs by 60% with Infiner's intelligent routing. Game changer."
David Park
@davidpark_ai
"Best developer experience I've seen in the AI space. SDK is clean, docs are excellent."
Priya Sharma
@priyacodes
"12ms average latency is insane. Our chatbot feels instant now."
James Liu
@jamesliu
"Migrated our entire stack to Infiner in a day. Zero downtime, immediate performance gains."
Anna Kowalski
@annak_tech
"The enterprise support is phenomenal. Had a custom integration running within hours."
Michael Foster
@michaelfoster
"99.99% uptime isn't marketing speak with Infiner. We've had zero incidents in 6 months."
Rachel Green
@rachelg_dev
"Switched from OpenAI direct to Infiner and our latency dropped by 40%. The model routing is incredibly smart."
Sarah Chen
@sarahchen_dev
"Finally an inference platform that just works. No more juggling API keys across providers."
Marcus Rodriguez
@marcusdev
"The auto-scaling saved us during our Product Hunt launch. Went from 100 to 10,000 requests/min seamlessly."
Emily Watson
@emwatson
"We've cut our AI infrastructure costs by 60% with Infiner's intelligent routing. Game changer."
David Park
@davidpark_ai
"Best developer experience I've seen in the AI space. SDK is clean, docs are excellent."
Priya Sharma
@priyacodes
"12ms average latency is insane. Our chatbot feels instant now."
James Liu
@jamesliu
"Migrated our entire stack to Infiner in a day. Zero downtime, immediate performance gains."
Anna Kowalski
@annak_tech
"The enterprise support is phenomenal. Had a custom integration running within hours."
Michael Foster
@michaelfoster
"99.99% uptime isn't marketing speak with Infiner. We've had zero incidents in 6 months."
Rachel Green
@rachelg_dev
"Switched from OpenAI direct to Infiner and our latency dropped by 40%. The model routing is incredibly smart."
Sarah Chen
@sarahchen_dev
"Finally an inference platform that just works. No more juggling API keys across providers."
Marcus Rodriguez
@marcusdev
"The auto-scaling saved us during our Product Hunt launch. Went from 100 to 10,000 requests/min seamlessly."
Emily Watson
@emwatson
"Switched from OpenAI direct to Infiner and our latency dropped by 40%. The model routing is incredibly smart."
Sarah Chen
@sarahchen_dev
"Finally an inference platform that just works. No more juggling API keys across providers."
Marcus Rodriguez
@marcusdev
"The auto-scaling saved us during our Product Hunt launch. Went from 100 to 10,000 requests/min seamlessly."
Emily Watson
@emwatson
"We've cut our AI infrastructure costs by 60% with Infiner's intelligent routing. Game changer."
David Park
@davidpark_ai
"Best developer experience I've seen in the AI space. SDK is clean, docs are excellent."
Priya Sharma
@priyacodes
"12ms average latency is insane. Our chatbot feels instant now."
James Liu
@jamesliu
"We've cut our AI infrastructure costs by 60% with Infiner's intelligent routing. Game changer."
David Park
@davidpark_ai
"Best developer experience I've seen in the AI space. SDK is clean, docs are excellent."
Priya Sharma
@priyacodes
"12ms average latency is insane. Our chatbot feels instant now."
James Liu
@jamesliu
"Migrated our entire stack to Infiner in a day. Zero downtime, immediate performance gains."
Anna Kowalski
@annak_tech
"The enterprise support is phenomenal. Had a custom integration running within hours."
Michael Foster
@michaelfoster
"99.99% uptime isn't marketing speak with Infiner. We've had zero incidents in 6 months."
Rachel Green
@rachelg_dev
"Migrated our entire stack to Infiner in a day. Zero downtime, immediate performance gains."
Anna Kowalski
@annak_tech
"The enterprise support is phenomenal. Had a custom integration running within hours."
Michael Foster
@michaelfoster
"99.99% uptime isn't marketing speak with Infiner. We've had zero incidents in 6 months."
Rachel Green
@rachelg_dev
Frequently asked questions
Everything you need to know about Infiner and our inference platform.
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