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ScaleDown: Summarize

byScaleDown

Summarize is a language model from ScaleDown released on Oct 13, 2026. It reads text, images and files and writes text, with a 1M token context window and up to 4K tokens per reply.

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It costs $0.05 per million input tokens and $0 per million output tokens.

Modalities
In / out price
$0.05 / $0 per 1M
Context
1M
Max output
4K
Released
Oct 13, 2026
Knowledge cutoff
n/a
  • Tool calling
  • Structured output
  • Reasoning
  • Prompt caching
  • Open weights
  • Free to use

Summarize pricing

USD, as listed on Oct 15, 2026. Most bills are input heavy, so the cached input rate matters as much as the headline price.

Input$0.05 / 1M tokens
Output$0 / 1M tokens

What Summarize costs per month

Pick a workload close to yours or type your own volumes.

Summarize per month
$3.75
Without caching
$3.75
Per request
$0.0001

Alternatives to Summarize

Models that take the same inputs, closest in price, cheaper ones first.

  • ScaleDown: Extract

    Reads text, images and files.

    by scaledownOct 13, 2026$0.05/M input tokens$0/M output tokens

  • Amazon: Nova Lite

    Reads text, images, files and video. Tool calling, structured output. Served by 3 providers.

    by amazonDec 3, 2024$0.06/M input tokens$0.24/M output tokens3 providers

  • Google: Gemini 2.5 Flash-Lite

    Reads text, images, files, audio and video. Tool calling, structured output, reasoning. Served by 23 providers.

    by googleJun 17, 2025$0.10/M input tokens$0.40/M output tokens23 providers

  • Meta: Muse Spark 1.3 Contributor

    Reads text, images, files, audio and video. Tool calling, structured output, reasoning. Served by 6 providers.

    by metaSep 2, 2026$0.10/M input tokens$0.20/M output tokens6 providers

  • Meta: Muse Spark 1.2 Contributor

    Reads text, images, files, audio and video. Tool calling, structured output, reasoning. Served by 6 providers.

    by metaAug 5, 2026$0.10/M input tokens$0.20/M output tokens6 providers

  • Anthropic: Claude Haiku 5.5

    Index 43.4

    Reads text, images and files. Tool calling, structured output, reasoning. Served by 26 providers.

    by anthropicOct 7, 20261M context$0.10/M input tokens$0.50/M output tokens26 providers

More from ScaleDown

  • Extract

    Reads text, images and files.

    by scaledownOct 13, 2026$0.05/M input tokens$0/M output tokens

All ScaleDown models

Summarize questions

How much does the Summarize API cost?

$0.05 per million input tokens and $0 per million output tokens. The estimator on this page turns that into a monthly bill for your own workload.

What is the context window of Summarize?

1,000,000 tokens of input, and it can write up to 4,000 tokens in one reply. As a rough guide, a million tokens is around 750,000 English words.

Does Summarize support tool calling?

Not through the standard tools parameter. For an agent that calls your APIs, pick a model from the alternatives below that does.

Is Summarize open source?

No. ScaleDown serves it through an API only, so you cannot download the weights or host it yourself.

When was Summarize released?

Oct 13, 2026.

Catalog data from models.dev (MIT licensed), refreshed daily, last on Oct 15, 2026. The summary is written from these facts.

Building on Summarize?

I test your real tasks on it and the two closest alternatives, then ship the agent on whichever wins on cost and accuracy.

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