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High-Throughput Inference · 2026 Release
Alchemax-4.5 Flash & Embeddings
Ultra-low-latency frontier intelligence distilled for high-frequency production workloads, real-time voice agents, and billion-scale vector retrieval.
Architectural Overview
When building real-time customer voice interfaces, inline IDE code completion, or high-volume document classification pipelines, latency and unit economics are paramount. Alchemax-4.5 Flash delivers GPT-4-class intelligence at a fraction of the compute cost and over 380 tokens per second.
Paired with Alchemax-Embed-v3 (variable-dimension Matryoshka embeddings), organisations can index hundreds of millions of documents with state-of-the-art semantic & hybrid recall.
Key Capabilities & Technical Specifications
- Sub-45ms time-to-first-token for instant real-time voice and inline copilot experiences
- 94% cost reduction compared to dense frontier models with full support for 512K context caching
- Alchemax-Embed-v3 supporting 256 to 4096 dimensions with native cross-lingual & code retrieval
- Dedicated batch processing queues handling 10B+ tokens per day for enterprise partners
System Tags
42ms Latency380 Tokens/secMatryoshka EmbeddingsHigh-Volume API