Summarize is $0.11 cheaper per 1M input tokens (73.3% lower; 3.75x difference).
API cost decision in 10 seconds
NewNemotron 3.5 Super VL vs NewSummarize
Pick Summarize for lower cost; pick Nemotron 3.5 Super VL only if the larger context window matters more.
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Data confirmed:
Prices normalized to USD per 1M tokens
Sample workload: 1M input + 500K output
Budget verdict
Pick Summarize for lower cost; pick Nemotron 3.5 Super VL only if the larger context window matters more.
On the standard 1M input plus 500K output workload, Summarize is estimated at $0.04 vs $0.4 for Nemotron 3.5 Super VL, saving $0.36 (90% lower).
Cost-first pickSummarize
Context-first pickNemotron 3.5 Super VL
Sample savings$0.3690%
10x traffic gap$3.6
Nemotron 3.5 Super VL has more context, but Summarize saves $0.36 on the standard workload. At 10x that traffic, the same price gap is about $3.6. Use the calculator below to replace the sample workload with your own token volume.
Cost sensitivity
Workload Sensitivity
Summarize stays cheaper across input-heavy, balanced, and output-heavy sample workloads.
| Workload shape | Token mix | Better pick | Nemotron 3.5 Super VL | Summarize |
|---|---|---|---|---|
| Input-heavy / RAG | 5M input + 500K output | Summarize | $1 | $0.2 |
| Balanced workload | 1M input + 1M output | Summarize | $0.65 | $0.04 |
| Output-heavy chatbot | 1M input + 5M output | Summarize | $2.65 | $0.04 |
Summarize is free for output tokens while Nemotron 3.5 Super VL costs $0.5 per 1M tokens.
Nemotron 3.5 Super VL has 48.58K more context (1.05x larger).
Summarize is $0.36 cheaper on the standard workload (90% lower).
Estimate your workload cost
Your Workload Cost
This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.
Quick Decision
Summarize has the lower input price; Summarize has the lower output price; Nemotron 3.5 Super VL offers the larger context window. For the 1M input plus 500K output sample, Summarize is cheaper for the standard workload.
For a 1M input token plus 500K output token workload, the estimated API cost is $0.4 for Nemotron 3.5 Super VL and $0.04 for Summarize.
Choose Nemotron 3.5 Super VL when you care most about larger context window.
Choose Summarize when you care most about lower input-token price, and lower output-token price.
- On the standard 1M input plus 500K output workload, Summarize is estimated at $0.04 vs $0.4 for Nemotron 3.5 Super VL, saving $0.36 (90% lower).
- Summarize is $0.36 cheaper on the standard workload (90% lower).
- Summarize is $0.11 cheaper per 1M input tokens (73.3% lower; 3.75x difference).
- Summarize is free for output tokens while Nemotron 3.5 Super VL costs $0.5 per 1M tokens.
- Nemotron 3.5 Super VL has 48.58K more context (1.05x larger).
| Feature | NewNemotron 3.5 Super VL (NVIDIA) | NewSummarize (ScaleDown) |
|---|---|---|
| Input Price prompt tokens per 1M | $0.15 | $0.04 |
| Completion Price per 1M tokens | $0.5 | $0 |
| Sample Workload Cost 1M input + 500K output | $0.4 | $0.04 |
| Context Window | 1.05M | 1M |
| Release Date |
Use-Case Decision Matrix
| Use case | Better pick | Why |
|---|---|---|
| Budget-constrained production | Summarize | On the standard 1M input plus 500K output workload, Summarize is estimated at $0.04 vs $0.4 for Nemotron 3.5 Super VL, saving $0.36 (90% lower). |
| High-volume input processing | Summarize | Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill. |
| Long responses and chatbots | Summarize | Lower output-token price matters most when assistants generate many completion tokens. |
| RAG or long-document work | Nemotron 3.5 Super VL | A larger context window leaves more room for retrieved passages, conversation history, or source files. |
Related Alternatives
- Nemotron 3 Ultra (free) can replace Nemotron 3.5 Super VL when lower sample workload cost matters most: $0.
- Nemotron 3.5 Super VL (free) can replace Nemotron 3.5 Super VL when lower sample workload cost matters most: $0.
- Nemotron 3.5 Lightning (free) can replace Nemotron 3.5 Super VL when lower sample workload cost matters most: $0.
- Nemotron 3.5 Content Safety (free) can replace Nemotron 3.5 Super VL when lower sample workload cost matters most: $0.
- Llama 4 Scout offers 1.31M context with $0.47 sample workload cost.
- MiMo-V2.6-Flash offers 1.05M context with $0.28 sample workload cost.
- GPT-6 Luna offers 1.05M context with $0.35 sample workload cost.
- GPT-6 Luna Pro offers 1.05M context with $0.35 sample workload cost.
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Cheaper alternatives
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Open cheapest modelsLarger context alternatives
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Open provider hubsNVIDIA catalog
Review all tracked NVIDIA models before deciding whether this matchup is the right shortlist.
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Open ScaleDown modelsNVIDIA Nemotron 3.5 Super VL is an open multimodal mixture-of-experts model from NVIDIA, with 12B active parameters out of 120B total. It takes text, images, documents, GUI screenshots, and video...
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...