Universal Summarizer
Creator unattributedChatunverified match
Compact GPT model for low-latency assistance and high-volume workloads
- Context
- 32.8K tokens
- Max output
- 32,768 tokens
- Released
- 2025-12-23
- Weights
- Closed
unknown/universal-summarizer
Specifications
Full facts as recorded, incl. what is unknown.
- Released
- 2025-12-23
- Weights
- Closed
- Input
- Text
- Output
- Text
- Context window
- 32,768 max across endpoints
- Max output
- 32,768
- Providers
- 0 + 1 gateway, not counted as providers
- Epoch Capabilities Index
- not evaluated
- Direct price range
- $30 in at NanoGPT, via gateway, fees not verified
More details
- Last updated
- 2024-01-01
- Knowledge cutoff
Capabilities
Across all endpoints: supported if any endpoint supports it.
- Tool calling
- Parallel toolsunknown
- Structured output
- Reasoning
- Image input
- PDF input
- Audio input
- Audio outputunknown
- Video input
- Prompt cachingunknown
- Web searchunknown
- Computer useunknown
- System messagesunknown
- Assistant prefillunknown
- Temperatureunknown
- Streamingunknown
- Attachments
Endpoints
One row per provider and variant; gateways are listed separately.
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Cost calculator
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Similarly priced models
Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).
| Model | Blended/1M | In/1M | Out/1M | Context | vs Universal Summarizer |
|---|---|---|---|---|---|
| o3-proOpenAI | $30 | $20 | $80 | 200K | +0% |
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| GPT-6 Astra (Fast)OpenAI | $33.33 | $20 | $100 | 1.05M | +11% |
| Claude Opus 3Anthropic | $25 | $15 | $75 | 200K | −17% cheaper |
| GPT-4OpenAI | $35 | $30 | $60 | 8.2K | +17% |
| Claude Opus 4Anthropic | $22.50 | $13.50 | $67.50 | 200K | −25% cheaper |
| Claude Opus 4.1Anthropic | $22.50 | $13.50 | $67.50 | 200K | −25% cheaper |
| o1OpenAI | $22.50 | $15 | $60 | 200K | −25% cheaper |
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Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model