Scaledown

ScaleDown Summarize

Summarize is an abstractive summarization model from ScaleDown. It condenses long text and documents into a fluent, faithful rewrite rather than lifting sentences from the source, and is suited for...

Try in consoleGet an API key
Context window
1Mtokens
Max output
4Ktokens
Input
$0.04/ 1M
Output
Free/ 1M

Quick start

from openai import OpenAI

client = OpenAI(
    base_url="https://neurongate.net/v1",
    api_key="sk-ng-your-api-key",
)

completion = client.chat.completions.create(
    model="scaledown/summarize",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(completion.choices[0].message.content)

Cost

Example requestTokensCost
Short prompt1K in$0.00004
Typical chat turn1K in · 500 out$0.00004
Document analysis10K in · 2K out$0.0004
Long context100K in · 10K out$0.004
Estimated cost per request$0.00004

Prices in USD. Billed per token actually used, from a balance prepaid in USDT, USDC, ETH or BTC.

Frequently asked questions

What is ScaleDown Summarize?

Summarize is an abstractive summarization model from ScaleDown. It condenses long text and documents into a fluent, faithful rewrite rather than lifting sentences from the source, and is suited for...

How much does ScaleDown Summarize cost?

ScaleDown Summarize is priced at $0.04 per 1 million input tokens and $0 per 1 million output tokens when accessed via NeuronGate. You pay per token — no subscriptions required. Top up with crypto (USDT, USDC, ETH, BTC).

Does ScaleDown Summarize support streaming?

Yes, ScaleDown Summarize supports streaming responses via NeuronGate's API. Use the standard "stream": true parameter in your request.

What is the context window of ScaleDown Summarize?

ScaleDown Summarize has a context window of 1.0M tokens (~750K words). Maximum output is 4K tokens.

Does ScaleDown Summarize support function calling (tools)?

ScaleDown Summarize does not currently support function calling / tool use.

How do I use ScaleDown Summarize with NeuronGate?

Create a NeuronGate account, top up your balance with crypto, generate an API key, and use the model id scaledown/summarize in your requests. NeuronGate uses the OpenAI-compatible API format — set your base URL to https://neurongate.net/v1.