Blog
Benchmarks, pricing breakdowns, API updates, and developer notes from the InferAll team.
Call openai/gpt-oss-20b for free through InferAll's OpenAI- and Anthropic-compatible API. Measured latency, working Python, tool calling, JSON mode, streaming and Claude Code setup.
Use the OpenAI Agents SDK with InferAll's /v1/responses and /v1/chat/completions endpoints. The model-object setup that works, a tool-calling agent, streaming, and what is not supported yet.
Point the Vercel AI SDK's OpenAI provider at InferAll to call Claude, Gemini, OpenAI and free NVIDIA models. generateText, streamText with tools, and generateObject, all tested live.
Call the current Claude models through InferAll's OpenAI- and Anthropic-compatible endpoints: measured latency, list prices, working Python and Claude Code setup.
Point Claude Desktop's third-party inference mode at InferAll's Anthropic-compatible gateway. The exact settings, which model ids to add, and why the auto-discovered Claude ids fail.
GLM 5.2 is no longer available. InferAll serves GLM 5.3 as z-ai/glm-5.3 at $0 input and output on the open-model tier, through OpenAI- and Anthropic-compatible endpoints.
Call NVIDIA Nemotron 3 Ultra (550B total, 55B active) for free through InferAll's OpenAI- and Anthropic-compatible endpoints. Measured latency, working Python, TypeScript and Claude Code setup.
Two uncensored chat models on one API key: inferall-uncensored and inferall-uncensored-large. No refusal layer, OpenAI and Anthropic formats, measured latency, working Python, curl and Claude Code examples.
Call TypeSafe's JEV through InferAll with the same ifu_ key. Send a state and typed questions, get typed answers with calibrated confidence. $0.42 per million input tokens, output free, on POST /v1/systemone.
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 3 Ultra, GLM 5.3, gpt-oss-20b) 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. Published per-token rates, 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.
NVIDIA retired DeepSeek V4 Flash on 2026-09-21 and InferAll no longer serves it. Here is what the old id returns now, and a free OpenAI-compatible model to call instead.
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 15+ models at $0 in/out. Hosted on NVIDIA NIM through InferAll.
google/gemma-4-31b-it is still listed on NVIDIA NIM but stopped returning responses. Here are the free models verified answering right now, with copy-pasteable OpenAI-compatible snippets.
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, published rates on premium providers.
NVIDIA retired Nemotron 3 Super 120B on 2026-10-03. What the old id returns now, and Nemotron 3 Ultra, the free Nemotron to call instead through any OpenAI-compatible SDK, LangChain or 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: 10+ 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.