Blog
Benchmarks, pricing breakdowns, API updates, and developer notes from the InferAll team.
npx @inferall/cli init detects your stack, sets up your key, and points your existing OpenAI or Anthropic SDK code at InferAll — with an AI-assisted codemod for the tricky call sites.
Point Claude Code at InferAll's Anthropic-compatible base URL and route cheap turns to free NVIDIA NIM models (Nemotron 120B, Kimi K3, Gemma, DeepSeek) at $0 input / $0 output. Two env vars, a free no-card trial to start.
Honest head-to-head between NVIDIA Nemotron 3 Super 120B-a12b ($0/M) and Anthropic Claude Opus 4 ($15/M in, $75/M out). Where each wins, real benchmark deltas, and the cost math for typical workloads.
Honest comparison between OpenRouter and InferAll for routing OpenAI, Anthropic, Google, and open-source LLMs through one API key. Zero markup, a free no-card trial, plus what OpenRouter does better.
A real case study from the InferAll gateway: shipping a single 'stuck Claude Code user' alert tracker surfaced three separate paid-user bugs that had been silently bouncing customers. Sequence: visibility, real-time signal, then three same-day fixes.
How to call DeepSeek V4 Flash for free through InferAll's OpenAI-compatible endpoint. Hosted on NVIDIA NIM, $0 within the free tier, works with the OpenAI SDK you already have.
How to call Google's Gemini 2.5 Flash through InferAll's OpenAI-compatible endpoint. Same SDK, same key as your other models. No Google Cloud setup required.
Meta Llama 3.1 70B is retired on this route. Use the current live free-NIM replacement examples through InferAll's OpenAI-compatible endpoint.
How to call OpenAI's o3 and o4-mini reasoning models through InferAll's OpenAI-compatible endpoint. Same SDK, same key — no separate API access needed.
How to call Claude Opus 4, Sonnet 4, and Haiku 4 through InferAll's Anthropic-compatible endpoint. Same SDK you already use — just change the base URL.
How to call OpenAI's GPT-4.1 family through InferAll's OpenAI-compatible endpoint. Try all three tiers — nano to full — with the same key, same SDK, no provider switching.
Codestral 22B is no longer served on the free NVIDIA NIM tier. Here are the free, code-specialized models verified working right now, with copy-pasteable OpenAI-compatible snippets.
The top free open-source alternatives to GPT-4, callable with the same OpenAI SDK. No code changes; 25 free NIM calls before any payment; the $5 starter pack unlocks ongoing access to 25+ models at $0 in/out. Hosted on NVIDIA NIM through InferAll.
How to call Google's Gemma 4 31B at $0 input/output using any OpenAI-compatible SDK. Hosted on NVIDIA NIM through InferAll. $5 starter pack at /billing activates.
How to use LangChain and LlamaIndex with open-source LLMs via InferAll's OpenAI-compatible API. Two environment variables, no code changes. One key for open and premium models.
Llama 3.3 70B is retired on this route. Use the current live free-NIM replacement examples through InferAll's OpenAI-compatible endpoint.
Llama 4 Maverick is no longer served on this route. Use the current live free-NIM replacement examples through InferAll's OpenAI-compatible endpoint.
Qwen3 Coder 480B is not served through InferAll. Here are the open coding models that are, with runnable OpenAI-compatible examples.
How to route the same prompt to OpenAI, Anthropic, Google, or NVIDIA in one script using InferAll's unified API. One key, zero markup on premium providers.
How to call NVIDIA Nemotron 3 Super 120B at $0 input/output using any OpenAI-compatible SDK. $5 starter pack at /billing activates. Works with Python, TypeScript, LangChain, and Claude Code.
We removed the credit card requirement from InferAll's free tier. Within days, ~826 bot accounts farmed our Anthropic upstream for $7k/mo in stolen-card laundering. We put the gate back — with a $5 activation pack so real evaluators aren't blocked at $29/mo.
Provider model IDs get deprecated, renamed, and retired constantly — and hardcoded IDs eventually 404 in production. Here's the drift problem, a $0 way to detect it, and how a gateway absorbs it for you.
A practical guide to getting started with InferAll: 25+ open-source models on NVIDIA NIM plus every major premium provider, using the SDK you already know. Real model IDs, runnable code, honest pricing.
A practical developer guide to using a single AI gateway for OpenAI, Anthropic, and Gemini. Point your existing SDK at one base URL and switch models by changing one string.
Stay current with new AI models like Google's latest updates. Discover how a unified AI API simplifies access, comparison, and cost optimization.
Discover how new AI models are shaping voice intelligence and learn why a unified AI API is essential for efficient development and model comparison.