Comparisons
Vercel AI SDK vs AWS Bedrock SDK 2026
Vercel AI SDK wins for Next.js and edge apps. AWS Bedrock SDK wins for enterprise compliance and fine-tuning. Full pricing, model support, and code examples.
AI & machine learning · · 7 min read
Articles tagged “llm”
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Browse guides
18 guides
API shortlists
Free AI APIs for Developers 2026: Rate Limits Compared
Compare free tiers for Gemini, Groq, Mistral, OpenAI, Anthropic & more. Exact rate limits, token caps, and when to upgrade — for developers in 2026 now.
AI & machine learning · · 9 min read
Explainers
Groq API Review: Fastest LLM Inference 2026
Groq's LPU delivers 276–1,500+ tokens/sec — up to 20x faster than GPU APIs. Models, pricing, rate limits, and when Groq is the right call in 2026 now.
AI & machine learning · · 9 min read
Explainers
OpenAI Agents SDK: Architecture Patterns 2026
Build production AI agents with the OpenAI Agents SDK. Single agents, multi-agent handoffs, tools, guardrails, and tracing patterns with Python examples.
AI & machine learning · · 14 min read
Explainers
OpenRouter API: One Key for 500+ LLM Models 2026
OpenRouter gives you one API key to access 500+ LLMs from OpenAI, Anthropic, Google, and Meta. No per-token markup, model fallbacks, and zero provider lock-in.
AI & machine learning · · 10 min read
Comparisons
OpenAI Responses API vs Assistants API 2026
OpenAI's Assistants API shuts down August 2026. Complete migration guide to the Responses API — architecture changes, code examples, and cost implications.
AI & machine learning · · 11 min read
Explainers
AI Gateway APIs: LiteLLM, Portkey, and Beyond 2026
AI gateways in 2026 — unified APIs, fallback chains, cost tracking, semantic caching, and how LiteLLM, Portkey, and Helicone compare for production AI.
AI & machine learning · · 10 min read
Explainers
Anthropic Claude API: Developer Guide 2026
Claude API guide for 2026: model selection, prompt caching, extended thinking, tool use, vision, streaming, and cost optimization with code examples Updated.
AI & machine learning · · 14 min read
API shortlists
Best AI Agent APIs 2026: Building Autonomous Workflows
LangGraph has 47M+ monthly PyPI downloads. CrewAI runs 450 million workflows per month. OpenAI Agents SDK ships working agents in under 100 lines in 2026.
AI & machine learning · · 10 min read
API shortlists
Best AI APIs for Developers in 2026
The 10 best AI APIs ranked by capability, pricing, and developer experience. From OpenAI and Anthropic to Groq and Mistral — find the right AI API for your.
AI & machine learning · · 8 min read
Tutorials
Building an AI-Powered App: API Stack Guide 2026
The API stack for AI apps in 2026 — LLM providers, embedding APIs, vector databases, guardrails, observability, and how to choose the right tool for each layer.
AI & machine learning · · 11 min read
Comparisons
Claude 4 API vs GPT-5 API: Next-Gen AI Model 2026
Claude Opus 4.6 scores 80.8% on SWE-bench while GPT-5.4 leads on computer use and offers 50% cheaper pricing. Here's the full technical breakdown for.
AI & machine learning · · 8 min read
Explainers
How Open-Source AI Models Are Disrupting Closed 2026
The open-source AI revolution — how Llama, Mistral, and Qwen are challenging OpenAI and Anthropic, and what it means for developers choosing AI APIs now.
AI & machine learning · · 7 min read
Comparisons
Mistral AI vs OpenAI (2026)
Mistral Large 3 costs $0.50/MTok input — 71% less than GPT-5.2. Plus you can self-host it. Full pricing, benchmark, and deployment comparison for developers.
AI & machine learning · · 9 min read
Comparisons
OpenAI vs Mistral vs Anthropic: The 3-Way LLM API 2026
GPT-5.2 leads coding at 80% SWE-bench. Claude Opus 4.6 tops reasoning. Mistral costs 17x less. We compare all three AI API platforms for developers now.
AI & machine learning · · 11 min read
API shortlists
The State of AI APIs in 2026: Market Map and Analysis
AI API landscape in 2026: who's winning, pricing wars, open-source disruption, and where the market is heading — OpenAI, Anthropic, and more Side-by-side.
AI & machine learning · · 6 min read
