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
Llama 3.3 8B
Compact and blazing-fast model for latency-sensitive workloads. Great for classification, extraction, and simple generation tasks.
Speed
850 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
Qwen 3 8B
Lightweight multilingual model with strong performance for its size. Ideal for high-throughput applications.
Speed
900 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
Mistral 7B
Fast and efficient small model with strong instruction-following. Great for latency-critical and cost-sensitive use cases.
Speed
920 tok/s
Context
32K
DeepSeek V3
Excels at code generation, mathematical reasoning, and long-context tasks. Strong performance across benchmarks.
Speed
380 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 / secDeveloper
For production workloads with pay-as-you-go
- 5% usage discount
- All models (70B+, vision, code)
- 25 RAG knowledge bases
- 25 GB vector storage
- 100 GB document storage
- SSO authentication
- Hybrid search + reranking
- Streaming & function calling
- Code execution (120s max)
- Email + Discord support
- 99.9% uptime SLA