API cost decision in 10 seconds

🔥DeepSeek V4.1 Flash vs NewExtract

Pick Extract for lower cost; pick DeepSeek V4.1 Flash only if the larger context window matters more.

Page updated:  Data confirmed:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Extract for lower cost; pick DeepSeek V4.1 Flash only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $0.46 for DeepSeek V4.1 Flash, saving $0.42 (91.3% lower).

Cost-first pickExtract
Context-first pickDeepSeek V4.1 Flash
Sample savings$0.4291.3%
10x traffic gap$4.21

DeepSeek V4.1 Flash has more context, but Extract saves $0.42 on the standard workload. At 10x that traffic, the same price gap is about $4.21. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Extract stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickDeepSeek V4.1 FlashExtract
Input-heavy / RAG5M input + 500K outputExtract$0.52$0.2
Balanced workload1M input + 1M outputExtract$0.91$0.04
Output-heavy chatbot1M input + 5M outputExtract$4.47$0.04
Cheaper input DeepSeek V4.1 Flash $0.0158 vs $0.04 / 1M

DeepSeek V4.1 Flash is $0.02 cheaper per 1M input tokens (60.5% lower; 2.53x difference).

Cheaper output Extract $0.891 vs $0 / 1M

Extract is free for output tokens while DeepSeek V4.1 Flash costs $0.89 per 1M tokens.

Larger context DeepSeek V4.1 Flash 1.05M vs 1M

DeepSeek V4.1 Flash has 48.58K more context (1.05x larger).

Sample workload Extract $0.46 vs $0.04

Extract is $0.42 cheaper on the standard workload (91.3% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
DeepSeek V4.1 Flash Calculating… Estimated API cost
Extract Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

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

Verdict

DeepSeek V4.1 Flash has the lower input price; Extract has the lower output price; DeepSeek V4.1 Flash offers the larger context window. For the 1M input plus 500K output sample, Extract is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.46 for DeepSeek V4.1 Flash and $0.04 for Extract.

Best Fit

Choose DeepSeek V4.1 Flash when you care most about lower input-token price, and larger context window.

Choose Extract when you care most about lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $0.46 for DeepSeek V4.1 Flash, saving $0.42 (91.3% lower).
  • Extract is $0.42 cheaper on the standard workload (91.3% lower).
  • DeepSeek V4.1 Flash is $0.02 cheaper per 1M input tokens (60.5% lower; 2.53x difference).
  • Extract is free for output tokens while DeepSeek V4.1 Flash costs $0.89 per 1M tokens.
  • DeepSeek V4.1 Flash has 48.58K more context (1.05x larger).
Head-to-Head Specs
Feature🔥DeepSeek V4.1 Flash
(DeepSeek)
NewExtract
(ScaleDown)
Input Price
prompt tokens per 1M
$0.0158$0.04
Completion Price
per 1M tokens
$0.891$0
Sample Workload Cost
1M input + 500K output
$0.46$0.04
Context Window1.05M1M
Release Date
Popularity#1

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionExtractOn the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $0.46 for DeepSeek V4.1 Flash, saving $0.42 (91.3% lower).
High-volume input processingDeepSeek V4.1 FlashLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsExtractLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workDeepSeek V4.1 FlashA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Larger context near this budget
  • 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.

Cheaper alternatives

Review low-cost models sorted by a standard 1M input plus 500K output workload.

Open cheapest models

Larger context alternatives

Find models with larger context windows for RAG, long documents, and codebase review.

Open largest context models

Provider catalogs

Compare models within provider hubs before choosing a final API vendor.

Open provider hubs

DeepSeek catalog

Review all tracked DeepSeek models before deciding whether this matchup is the right shortlist.

Open DeepSeek models

ScaleDown catalog

Check other ScaleDown models with comparable pricing, context, or release timing.

Open ScaleDown models
DeepSeek V4.1 Flash

DeepSeek V4.1 Flash is a sparse mixture-of-experts model from DeepSeek, and the first built on the company's Causal Encoder-Decoder (CED) architecture. It activates 8B parameters on input and 16B on...

Extract

Extract is a description-driven entity extraction model from ScaleDown. Instead of a fixed set of entity types, callers describe the fields they want in plain English through `provider.options.scaledown.entities`, and the...