Featured Models
Optimized serving for the best open-source models, updated weekly.
Llama 3.3 70B
State-of-the-art open-source model with exceptional reasoning, coding, and instruction following.
Speed
320 tok/s
Context
128K
Qwen 3 32B
Excellent multilingual performance with strong math and coding capabilities at lower cost.
Speed
480 tok/s
Context
128K
Mistral Large 2
Premium reasoning and function calling with native multilingual support across 12 languages.
Speed
250 tok/s
Context
128K
Under the Hood
Engineered for speed
Speculative Decoding
Draft tokens with a small model, verify with the large model. 2-3x throughput improvement at no quality cost.
Continuous Batching
Dynamically batch incoming requests for maximum GPU utilization. No request waits for another to finish.
Tensor Parallelism
Shard large models across multiple GPUs with optimized NCCL communication for minimal overhead.
KV Cache Optimization
PagedAttention with prefix caching and automatic memory management for 128K+ context windows.
Structured Output
Constrained decoding for JSON schemas, function calls, and tool-use with guaranteed format compliance.
Guardrails & Safety
Built-in content filtering, PII detection, and customizable safety policies per deployment.
Performance
Benchmarked against the fastest
Output tokens per second on standard chat workloads. Higher is better.
Measured on standard chat completion workload, 256 input / 512 output tokens
tokens / sec