Summarize
by ScaleDownscaledown/summarize
LLMCompare cannot run Summarize yet.No route to this model is configured on this site yet. Its prices and parameters are listed below for reference.
See the models that can be run nowSummarize at a glance
- Context length
- 1,000,000 tokens
- Maximum output
- 4,000 tokens
- Accepts
- Text, Image, File
- Returns
- Text
- Features
- Image input
- Reasoning effort levels
- Not supported
- Released
- 13 Oct 2026
- Knowledge cutoff
- Not published
Model facts synced from the OpenRouter model list on 21 Oct 2026.
Summarize pricing by route
A route is the service LLMCompare calls to reach the model. Summarize has 1 route. Prices are in US dollars.
| Route | On LLMCompare | Inputper 1M tokens | Price verified on | Source |
|---|---|---|---|---|
| OpenRouterDefault | Not configured | $0.04 | openrouter.ai/scaledown/summarize |
The cost shown in an LLMCompare report is calculated from these prices as they were at the time of the run.
Cost calculator
Estimate what a batch of calls to Summarize costs. The starting numbers are examples. Change them to match your task.
- Cost per call
- $0.00004
- 1 credits
- Cost of 100 calls
- $0.004
- 100 credits
Calculated from the OpenRouter prices verified on 21 Oct 2026. Credits are the cost plus a 20% service fee, at $0.001 per credit, rounded up for each call, with a minimum of 1 per call. A real run is charged for the usage the provider reports.
Parameters you can set
These are the parameters LLMCompare can set when it calls the model through OpenRouter.
| Parameter | Type | Range or options | Default |
|---|---|---|---|
max_tokens | Integer | 1 to 4,000 | Provider default |
About 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...
Description as published for this model. LLMCompare has not edited it.
Models to compare with Summarize
Text models from the same provider and models at the nearest price. The order is not a ranking.
| Add to comparison | Model | Context | Max output | Input priceper 1M tokens | Output priceper 1M tokens | Features | Released | On LLMCompare |
|---|---|---|---|---|---|---|---|---|
ExtractScaleDownscaledown/extract | 1M | 900k | $0.04 | $0.00 | Vision | No route yet | ||
Mistral NemoMistralmistralai/mistral-nemo | 131k | 16.4k | $0.029 | $0.03 | JSONTools | No route yet | ||
Ling 3.0 FlashinclusionAIinclusionai/ling-3.0-flash | 262k | 32.8k | $0.021 | $0.063 | JSONToolsCache | No route yet | ||
Gemma 3 4BGooglegoogle/gemma-3-4b-it | 131k | 118k | $0.04 | $0.05 | JSONCacheVision | No route yet | ||
Llama 3 8B LunarisSao10Ksao10k/l3-lunaris-8b | 8.2k | 7.4k | $0.04 | $0.05 | JSON | No route yet | ||
gpt-oss-20bOpenAIopenai/gpt-oss-20b | 131k | 32.8k | $0.018 | $0.09 | ReasoningJSONToolsCache | No route yet |
Questions about Summarize
- How much does Summarize cost?
- On the OpenRouter route, Summarize costs $0.04 per 1 million input tokens and $0.00 per 1 million output tokens, in US dollars. LLMCompare verified this price on 21 Oct 2026.
- What is the context length of Summarize?
- Summarize has a context length of 1,000,000 tokens and returns up to 4,000 output tokens in one call.
- What inputs does Summarize accept?
- Summarize accepts these inputs: Text, Image, File. Summarize returns: Text.
- Can I test Summarize on my own data?
- Not yet. LLMCompare lists the prices and parameters of Summarize, but no route to Summarize is configured on LLMCompare, so it cannot be selected for an evaluation.