Blog
Product updates, integration guides, and notes from the team.
· 4 min read · Engineering
The Claude fake detector is now an open-source library
ai-model-verifier is the engine behind our model tester, published on npm under AGPL-3.0. Give it a base URL, a key and a model and it tells you whether the endpoint serves what it sells, now with thinking-signature and token-billing checks.
· 2 min read · Product
The server tag now cuts your free model wait
Wearing the Inferio Discord tag shortens your free-model rate limit window by 25 percent, so a model you could call once a minute you can call every 45 seconds.
· 1 min read · Product
How to connect Inferio to Nevika
Nevika takes any OpenAI-compatible endpoint as a custom proxy. Here is the one minute setup, which model to pick, and the two errors people hit.
· 3 min read · Product
Claude Opus 4.8 vs 4.6 vs 4.7 for roleplay: a hands-on ranking
A roleplayer ranks three Claude Opus versions on Inferio: memory, emotional depth, drive, and creative writing. 4.8 wins, 4.6 beats 4.7, and each one wins or slips in a clear place.
· 1 min read · Product
Inferio vs SpicyChat: the easy path, plus depth, models, and code
SpicyChat is a zero-setup RP site whose memory and context are gated behind paid tiers. Inferio keeps the easy start but adds 200+ models you choose, deep lorebooks, and a key that also runs coding agents.
· 1 min read · Product
Inferio vs Agnai: the same RP depth, hosted, on one key
Agnai is an open-source RP frontend whose standout is true multiplayer: several humans and several bots in one chat. Inferio has single-user RP depth hosted, where the key is the account and also runs coding agents.
· 1 min read · Product
Inferio vs Open WebUI: 200+ hosted models, no Ollama, plus character chat
Open WebUI is a self-hosted, Ollama-first chat UI you run and key up. Inferio is 200+ hosted models on one key, no infra, plus a real character client, and the key codes too.
· 1 min read · Product
Inferio vs LibreChat: multi-model chat, hosted, plus character chat
LibreChat is a self-hosted, MIT, BYOK ChatGPT clone. Inferio is hosted multi-model chat where the key is the account, plus a real character client, on one key that also codes.
· 1 min read · Product
Inferio vs Lumiverse: the memory ideas, hosted, plus code
Lumiverse is a source-available role-play suite whose Memory Cortex (entity graph, tiered consolidations, cross-chat vaults) is the deepest RP memory around. Inferio carries the same ideas in a hosted 2-in-1 where one key also runs coding agents, and is free to use commercially.
· 1 min read · Product
Inferio vs Marinara: we ported the preset engine into a 2-in-1
Marinara Engine is a standalone, self-hosted role-play, visual-novel, and game app built around 22 built-in agents. Inferio carries the same agent-pipeline idea in a hosted product where one key also runs coding agents.
· 1 min read · Product
Inferio vs Chub / Venus: the card depth, plus code on one key
Chub (Venus) is a card library and chat with tiered models or BYOK. Inferio has the cards and lorebook depth plus 200+ models on one key that also runs coding agents.
· 1 min read · Product
Inferio vs SillyTavern: same depth, hosted, on one key
SillyTavern is the power-user character front-end you self-host and feed your own keys. Inferio has the same depth hosted, where the key is the account and also runs coding agents.
· 1 min read · Product
Inferio: the open source OpenRouter alternative
OpenRouter is closed source. Inferio does the same one key, 200+ model job with the entire stack public under OSI licenses, self hostable, and with a hosted free tier to test on.
· 1 min read · Product
Inferio vs Character.AI: open models and a real key
Character.AI is a closed, filtered chat with no API and no model choice. Inferio is open: 200+ models, a real OpenAI-compatible key, your data local, and the same key codes too.
· 1 min read · Product
Inferio vs Janitor.AI: the backend, plus a chat of your own
Janitor.AI is a character chat front-end that needs a backend. Inferio is that backend on one key, and it has its own character chat too, so you can stay in one place.
· 3 min read · Product
One API key for Claude Code and character chat
Coding agents and character chat clients both speak OpenAI-compatible APIs. Here is how one key powers Claude Code and your character chats from a single balance.
· 3 min read · Product
How to connect any LLM to SillyTavern
SillyTavern can talk to almost any model through one OpenAI-compatible endpoint. Here is the exact setup, how to switch models, and how to fix common errors.
· 3 min read · Engineering
What is an LLM gateway?
An LLM gateway is one endpoint and key that routes requests to many model providers. Here is what it does, why it helps, and who actually needs one.
· 2 min read · Product
The best OpenRouter alternatives in 2026
OpenRouter is not the only way to reach many models from one key. Here are the alternatives worth knowing in 2026, what each is good for, and how to pick.
· 3 min read · Product
The best AI gateway for SillyTavern in 2026
SillyTavern needs an OpenAI-compatible endpoint and a key. Here is what actually matters when you pick a gateway, and how to connect one in under a minute.
· 2 min read · Product
Inferio vs nano-gpt: chat marketplace or one key for both
nano-gpt offers a huge model catalog behind a chat UI. Inferio gives you the same pay-as-you-go access plus a real developer API and a built-in character client, under one clean key.
· 2 min read · Product
Inferio vs Portkey: AI gateway or full LLMOps platform
Portkey is an enterprise LLMOps platform with observability, guardrails, and governance. Inferio is a simpler hosted gateway with a built-in chat client. The choice is how much platform you actually need.
· 1 min read · Product
Inferio vs MegaLLM: same coder gateway, plus a chat client
MegaLLM is a popular frontier-model gateway for coding agents. Inferio does the same job and adds a built-in chat and character client. The difference is whether you only ship code or also want a place to chat.
· 2 min read · Product
Inferio vs RisuAI: we ported the character chat engine into a hosted 2-in-1
RisuAI is the power-user character chat frontend. Inferio ported its engine (lorebooks, CBS macros, triggers, regex, card import) into a hosted product where the same key also drives coding agents. Not a rival, a 2-in-1.
· 1 min read · Product
Inferio vs LiteLLM: hosted gateway or self-hosted proxy
LiteLLM is the most popular self-hosted LLM proxy. Inferio is a hosted gateway with a built-in chat client. The real choice is whether you want to run the infrastructure yourself.
· 3 min read · Product
We aggregated 190+ free AI models into one endpoint
We wired 18 free providers into Inferio: 190+ free model rows, one OpenAI-compatible endpoint, $0 per token. They carry upstream limits we cannot raise, plus a light 1-per-minute cap we add to keep the shared pools fair. Here is the honest version.
· 2 min read · Product
Where to find Inferio: our directory listings
Inferio is listed across the AI tool and startup directories. Here is where you can find us, verify the listings, and read independent takes.
· 1 min read · Product
Inferio vs OpenRouter: an honest comparison
Inferio and OpenRouter both put many models behind one OpenAI-compatible key. The difference is what sits on top: a headless API, or an API plus a built-in chat and character client. Here is the honest version.
· 2 min read · Update
Join the Inferio Discord, get free balance
Link your account for $1, boost the server for $1 every month, hunt bugs for up to $50. We just opened the Inferio Discord.
· 3 min read · Engineering
Which image models actually take 6 reference inputs? We ran the benchmark.
Many image models advertise multi-reference editing, but availability across resellers varies wildly. We sent a fixed 6-image scene-composition prompt to every image channel in our catalog. 332 channel runs, 136 unique models, 54 with at least one verified passing provider.
· 4 min read · Engineering
Your cheap Claude is probably a fake. We caught 183 of them.
We probed 8 popular Claude resellers for 17 days. 183 of their channels were not Claude at all. Most were Kiro Cascade or Codeium wearing a Claude name tag. Names, numbers, and the script we used so you can test your own provider.
· 2 min read · Engineering
We pointed Cloudflare's agent scanner at our site. It came back 100/100.
Cloudflare just shipped a scanner that grades how ready your site is for AI agents. We hit a perfect 100/100 and the top Level 5 rating. Here is exactly what it checks and why most sites fail.
· 1 min read · Launch
We got tired of fake Claude. So we built Inferio.
Outages every other week. Premium models silently swapped for cheap clones. We snapped, shipped our own router, and made it paranoid about both. Here is the launch story.