{"id":"openai-api","name":"OpenAI API","homepage":"https://platform.openai.com/docs","repo_url":"https://github.com/openai/openai-python","category":"ai-ml","subcategories":["llm-inference","image-generation","embeddings","speech","assistants"],"tags":["openai","gpt","llm","ai","embeddings","dalle","whisper","tts","rest-api","sdk"],"what_it_does":"OpenAI's API providing access to GPT-4, GPT-4o, DALL-E, Whisper, TTS, and embedding models for language, vision, image, audio, and multimodal AI capabilities.","use_cases":["LLM inference for agent reasoning and generation with GPT-4o","Embedding generation for semantic search and RAG","Image analysis with GPT-4 Vision for multimodal agents","Speech transcription with Whisper and TTS synthesis","Structured output generation with function calling"],"not_for":["Teams needing open-source model control","Cost-sensitive workloads at high volume (Groq/Together AI cheaper)","Teams with strict data residency requirements","Offline or air-gapped environments"],"best_when":"An agent needs the most capable general-purpose language model with strong function calling, vision, and multimodal capabilities.","avoid_when":"You need open-source models, are cost-sensitive at scale, or need on-premise deployment.","alternatives":["groq-api","together-api","replicate-api"],"af_score":69.5,"security_score":85.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github"],"priority":"low","status":"evaluated","version_evaluated":"current","last_evaluated":"2026-03-01T09:50:06.029125+00:00","performance":{"latency_p50_ms":500,"latency_p99_ms":5000,"uptime_sla_percent":99.9,"rate_limits":"Varies by tier: Tier 1 from $5 spend, progressively higher limits","data_source":"llm_estimated","measured_on":null}}