API cost decision in 10 seconds

NewExtract vs Seed 2.1 Turbo

Pick Extract when budget and context both matter.

Page updated: 2026-10-13T13:12:15Z Data confirmed: 2026-10-15T02:07:54Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Extract when budget and context both matter.

On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $1.75 for Seed 2.1 Turbo, saving $1.71 (97.7% lower).

Cost-first pickExtract

Context-first pickExtract

Sample savings$1.7197.7%

10x traffic gap$17.1

Extract is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $17.1. 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 shape	Token mix	Better pick	Extract	Seed 2.1 Turbo
Input-heavy / RAG	5M input + 500K output	Extract	$0.2	$3.75
Balanced workload	1M input + 1M output	Extract	$0.04	$3
Output-heavy chatbot	1M input + 5M output	Extract	$0.04	$13

Cheaper input Extract $0.04 vs $0.5 / 1M

Extract is $0.46 cheaper per 1M input tokens (92% lower; 12.5x difference).

Cheaper output Extract $0 vs $2.5 / 1M

Extract is free for output tokens while Seed 2.1 Turbo costs $2.5 per 1M tokens.

Larger context Extract 1M vs 262.14K

Extract has 737.86K more context (3.81x larger).

Sample workload Extract $0.04 vs $1.75

Extract is $1.71 cheaper on the standard workload (97.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Extract Calculating… Estimated API cost

Seed 2.1 Turbo 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

Extract has the lower input price; Extract has the lower output price; Extract 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 $0.04 for Extract and $1.75 for Seed 2.1 Turbo.

Best Fit

Choose Extract when you care most about lower input-token price, lower output-token price, and larger context window.

Choose Seed 2.1 Turbo when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes

On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $1.75 for Seed 2.1 Turbo, saving $1.71 (97.7% lower).
Extract is $1.71 cheaper on the standard workload (97.7% lower).
Extract is $0.46 cheaper per 1M input tokens (92% lower; 12.5x difference).
Extract is free for output tokens while Seed 2.1 Turbo costs $2.5 per 1M tokens.
Extract has 737.86K more context (3.81x larger).

Head-to-Head Specs

Feature	NewExtract (ScaleDown)	Seed 2.1 Turbo (ByteDance Seed)
Input Price prompt tokens per 1M	$0.04	$0.5
Completion Price per 1M tokens	$0	$2.5
Sample Workload Cost 1M input + 500K output	$0.04	$1.75
Context Window	1M	262.14K
Release Date	2026-10-13	2026-08-12

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Extract	On the standard 1M input plus 500K output workload, Extract is estimated at $0.04 vs $1.75 for Seed 2.1 Turbo, saving $1.71 (97.7% lower).
High-volume input processing	Extract	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Extract	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	Extract	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

Seed 1.6 Flash can replace Seed 2.1 Turbo when lower sample workload cost matters most: $0.22.
Seed-2.0-Mini can replace Seed 2.1 Turbo when lower sample workload cost matters most: $0.3.
Seed-2.0-Lite can replace Seed 2.1 Turbo when lower sample workload cost matters most: $1.25.
Seed 1.6 can replace Seed 2.1 Turbo when lower sample workload cost matters most: $1.25.

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.

Popular competitors

DeepSeek V4.1 Flash · DeepSeek · #1
Step 5 Preview · StepFun · #2
GLM 5.3 Flash · Z.ai · #3
MiMo-V2.6-Flash · Xiaomi · #4

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

ScaleDown catalog

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

Open ScaleDown models

ByteDance Seed catalog

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

Open ByteDance Seed models

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...

Seed 2.1 Turbo

Seed 2.1 Turbo is a multimodal model from ByteDance Seed for coding and long-horizon agent workflows. It is suited for end-to-end software delivery, multi-step task execution, and understanding visual and...