NOUMENOpen app

kagi · Balanced

Universal Summarizer

Added Dec 23, 2025

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Use in the app

Summarizes long-form text or URLs across formats with large context support.

Input
Text
Output
Text
Discovery tier
Balanced

Pricing

USD per 1M tokens
Input
$30.00
Output
$30.00

Reference prices as published by the model provider. API example

Specifications

Context window
—
Max output
32.8K

Side by side

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Public evaluations

Benchmarks

There are no public benchmark results for Universal Summarizer yet.

Developers

Use it through the API

Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.

Read the quickstart
curl https://www.noumen.xyz/api/v1/chat/completions \
  -H "Authorization: Bearer $NOUMEN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "universal-summarizer",
    "messages": [{ "role": "user", "content": "Explain this stack trace." }]
  }'
import os
from openai import OpenAI

client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
    model="universal-summarizer",
    messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)

kagi

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