Groq LPU Inference
Low RiskUltra-fast hardware inference (500+ tokens/sec) for Llama 3 & open models
Starting Price Free tier available / On-demand tokens Usage-based / Enterprise provisioned throughput
Free Tier Reality Generous free tier (up to 30 requests/min on Llama 3.3 70B)
Recommended Best For Voice agents, real-time autocomplete, and ultra-low latency bots
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Hidden Fees & Overage Traps to Watch Out For
Real situations where founders report unexpected bills from Groq LPU Inference.
01
Free tier is subject to strict daily token ceilings (e.g. 100k-500k tokens/day)
02
Paid on-demand tier jumps directly into credit card billing
03
Only supports open-source architectures (Llama, Gemma, Mixtral)
✓ Why Founders Choose Groq LPU Inference
- ✓ Instantaneous real-time responses
- ✓ Sub-second voice and interactive agent latency
- ✓ Compatible with OpenAI client
✕ Real Drawbacks & Limitations
- ✕ Context limits lower than Claude
- ✕ No proprietary frontier models
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