SScaleDown: Summarize
scaledown/summarizeSummarize is an abstractive summarization model from ScaleDown.
Modalities
In / out per 1M$0.04 / Free
Context1M
ReleasedOct 13, 2026
Providers
1 provider serves this model upstream.
| Provider | Input /M | Output /M | Cache read /M | Latency P50 | Throughput P50 | Uptime |
|---|---|---|---|---|---|---|
| $0.04 | Free | Variable | 0.43s | 147 tps | 98.9% |
Market-wide measurements, refreshed every 15 minutes. They describe who serves Summarize in general, not how ProjectCOZY routes your requests.
Pricing
List rates per 1M tokens — what Summarize costs pay-as-you-go elsewhere, not what you pay here.
Input
$0.04
per 1M tokens
Output
Free
per 1M tokens
Cache read
—
not published
Included in every pass
Summarize is included in every ProjectCOZY pass at no extra cost — one flat rate, no per-token metering. The rates above are there for comparison.
Performance
Time to first token and output speed across every provider, over the last 3 days.
0.0s50.0s100.0s150.0s200.0s
Oct 16, 12 AMOct 16, 8 AMOct 16, 4 PMOct 17, 12 AMOct 17, 8 AMOct 17, 4 PMOct 18, 12 AMOct 18, 8 AMOct 18, 4 PMOct 19, 12 AMOct 19, 8 AM
Median 90th percentile 99th percentile
0 tok/s100 tok/s200 tok/s300 tok/s400 tok/s
Oct 16, 12 AMOct 16, 8 AMOct 16, 4 PMOct 17, 12 AMOct 17, 8 AMOct 17, 4 PMOct 18, 12 AMOct 18, 8 AMOct 18, 4 PMOct 19, 12 AMOct 19, 8 AM
Median 90th percentile 99th percentile
Uptime
100% of requests were served successfully over the last 3 days, across all providers.
Last 3 daysAvailability 99.13%
Oct 16, 11:00 AMNow
Availability over the last 24 hoursAvailability 99.57%
100% 85% 70% 55%
Oct 18, 11:00 AMNow
Apps
Tools that most often run Summarize, by tokens this week.
Activity
1.7B tokens processed market-wide in the last month.
0200.0M400.0M600.0M800.0M
Sep 28Oct 1Oct 12Oct 13Oct 14Oct 15Oct 16Oct 17Oct 18Oct 19
Tokens
FAQ
Which model id do I use for Summarize?
scaledown/summarize. Send it as the model field from any OpenAI-compatible client, against http://192.168.1.55/v1.
How much context does Summarize hold?
1,000,000 tokens per request, of which up to 4,000 can be the response.
What can it accept and return?
Input: text, image, file. Output: text.
What does Summarize cost on a pass?
Nothing beyond the pass itself. Pay-as-you-go elsewhere it lists at $0.04 per 1M input tokens and Free per 1M output tokens.
Who built Summarize?
ScaleDown, in the Summarize family.
Explore
Other models your pass can call.
