{"id":"groq-api","name":"Groq API","homepage":"https://console.groq.com/docs","repo_url":null,"category":"ai-ml","subcategories":["llm","inference","fast-inference"],"tags":["groq","llm","inference","fast-inference","lpu","open-source-models","rest-api","sdk","speed"],"what_it_does":"Groq's ultra-fast LLM inference API using custom Language Processing Units (LPUs) to serve open-source models (Llama, Mixtral, Gemma) at industry-leading speeds.","use_cases":["Real-time conversational agents requiring sub-100ms token generation","High-throughput text processing where latency is critical","Building voice-to-voice AI systems requiring fast transcription + LLM","Agentic loops where LLM inference speed is the bottleneck","Streaming chat applications needing immediate token output"],"not_for":["Teams needing frontier models like GPT-4 or Claude (Groq only hosts open-source)","Image or audio generation (text inference only)","Fine-tuning or model customization","Long context windows (Groq's context limits can be smaller)"],"best_when":"An agent needs the fastest possible open-source LLM inference, especially for latency-sensitive applications or real-time conversation.","avoid_when":"You need proprietary frontier models, multimodal capabilities, or model fine-tuning.","alternatives":["together-api","replicate-api"],"af_score":79.2,"security_score":72.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:05.657675+00:00","performance":{"latency_p50_ms":100,"latency_p99_ms":500,"uptime_sla_percent":99.5,"rate_limits":"14,400 requests/day on free tier, 30 requests/minute","data_source":"llm_estimated","measured_on":null}}