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Groq
Score 8.0/10
Type hardware
Category Data Center AI Accelerators
Summary A deterministic inference engine built for the lowest latency per token.
Starting price $0 monthly
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Feature matrix

8 features
FeatureGroq LPU
Deterministic, software-scheduled dataflow architecture ✓
230 MB SRAM per chip (no HBM bottleneck) ✓
Sub-100ms time-to-first-token ✓
Hundreds to 1,000+ tokens/sec depending on model ✓
GroqCloud inference API and on-prem GroqRack ✓
Predictable, low-latency performance ✓
OpenAI-compatible API endpoints ✓
Designed purely for inference ✓

✓ = the product lists this capability. Capabilities are normalized to a shared vocabulary so the same feature lines up across products.

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