
HiGenesis: the everyday model
Fast, steady and built for scale: HiGenesis handles the work that arrives a thousand times a day — answering, summarizing, classifying, extracting — in text and image.
Fast and steady
A good answer now, at a cost that doesn't bite at scale.
Handles the everyday
Answers, summarizes, classifies, extracts, rewrites.
Text and image
Descriptions, tags and visual triage in the same call.
The answers on this page are real model outputs, unedited and translated from the original Portuguese, with each one's timing in the header.
The work that arrives all day long
The honest test of a production model isn't a puzzle — it's the messy 9:07am note that has to become a presentable email:
Rewrite this note as a short professional email, keeping the content: "hey, saw order 4512 still hasnt arrived, customer is chasing us, can u look into it pls? was due yesterday"
Subject: Order #4512 – Delivery delay Dear colleague, I noticed that order #4512 has not yet been delivered. The customer is asking for an update. Could you please look into this urgently, as the deadline passed yesterday? Thank you for your attention. Kind regards, [Your Name]
From a loose message to structured data
This is where it pays off at scale: turning the free text coming in — messages, reviews, emails — into the JSON your system processes:
Turn this customer message into a ticket JSON: {"intent": "...", "product": "...", "urgency": "low|medium|high", "sentiment": "...", "summary": "..."} Message: "This is the third time your app has frozen right at checkout!! I lost a sale because of it this morning. If it isn't fixed by Friday I'm cancelling the Pro plan subscription."
{
"intent": "complain and request support",
"product": "Pro plan",
"urgency": "high",
"sentiment": "frustrated and annoyed",
"summary": "Customer reports the app freezing for the third time at checkout, resulting in a lost sale. Threatens to cancel the Pro plan subscription if there is no resolution by Friday."
}It sees, too
HiGenesis accepts images in the same call — enough for the everyday visual tasks: alt text, catalog tags, photo triage, reading screenshots:
Describe this image in a single alt-text sentence and list 5 catalog tags. Answer in JSON: {"alt": "...", "tags": [...]}
{"alt": "A smiling woman in a black neoprene wetsuit carries a surfboard as she walks along the wet sand of the beach at sunset.", "tags": ["surfer", "beach at dusk", "wetsuit", "walking on sand", "water sports"]}When to use HiGenesis — and when not to
Choosing a model is sizing a tool. The yardstick we use around here:
- Use HiGenesis for customer service, summaries, classification, extraction, everyday writing, tags and descriptions — the volume that can't be expensive or slow;
- Step up to HiNova when the request calls for long reasoning, tool coordination or a whole document of context;
- Step up to HiQuantum when the answer has to be numerically right, with the steps shown;
- Step up to HiVision when the image is the problem itself — heavy OCR, documents, thirty images at a time.
A common pattern in production: HiGenesis handles everything first and the hard cases step up. Most never need to.
Where to use it
- In the chat — at chat.hinow.ai, pick HiGenesis from the model list.
- On the platform — at platform.hinow.ai, with playground and usage tracking.
- Through the API — for production volume, with structured output and images in the same call.
Technical details
How to call it
HiGenesis is exposed under the id hinow/higenesis, in the OpenAI-compatible format. Images go as image_url alongside the text:
POST https://api.hinow.ai/v1/chat/completions
Authorization: Bearer YOUR_API_KEY
Content-Type: application/json
{
"model": "hinow/higenesis",
"messages": [
{"role": "user", "content": "your task here"}
],
"temperature": 0
}
API keys are created at platform.hinow.ai/manage/api-keys.
Limits and capabilities
Context window
1,048,576 tokens (1M)
Maximum output
8,192 tokens
Inputs
text and images
Structured output
JSON by instruction
Function calling
yes
Categories
Text To Text · Image To Text
The portrait of HiGenesis
Every model in this series was given a portrait drawn by HiMegia. HiGenesis's is the press that never stops — the work that comes out in volume, every day, without ceremony.

Put it to work
HiGenesis is available in HiNow Chat, on the platform and through the API — same account, same balance across all three.


