API cost decision in 10 seconds

NewSeed 2.1 Turbo vs Nemotron 3 Nano Omni (free)

Pick Nemotron 3 Nano Omni (free) for lower cost; pick Seed 2.1 Turbo 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 Nemotron 3 Nano Omni (free) for lower cost; pick Seed 2.1 Turbo only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Nemotron 3 Nano Omni (free) is estimated at $0 vs $1.75 for Seed 2.1 Turbo, saving $1.75 (100% lower).

Cost-first pickNemotron 3 Nano Omni (free)
Context-first pickSeed 2.1 Turbo
Sample savings$1.75100%
10x traffic gap$17.5

Seed 2.1 Turbo has more context, but Nemotron 3 Nano Omni (free) saves $1.75 on the standard workload. At 10x that traffic, the same price gap is about $17.5. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nemotron 3 Nano Omni (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickSeed 2.1 TurboNemotron 3 Nano Omni (free)
Input-heavy / RAG5M input + 500K outputNemotron 3 Nano Omni (free)$3.75$0
Balanced workload1M input + 1M outputNemotron 3 Nano Omni (free)$3$0
Output-heavy chatbot1M input + 5M outputNemotron 3 Nano Omni (free)$13$0
Cheaper input Nemotron 3 Nano Omni (free) $0.5 vs $0 / 1M

Nemotron 3 Nano Omni (free) is free for input tokens while Seed 2.1 Turbo costs $0.5 per 1M tokens.

Cheaper output Nemotron 3 Nano Omni (free) $2.5 vs $0 / 1M

Nemotron 3 Nano Omni (free) is free for output tokens while Seed 2.1 Turbo costs $2.5 per 1M tokens.

Larger context Seed 2.1 Turbo 262.14K vs 256K

Seed 2.1 Turbo has 6.14K more context (1.02x larger).

Sample workload Nemotron 3 Nano Omni (free) $1.75 vs $0

Nemotron 3 Nano Omni (free) is free for the standard workload while the other model is estimated at $1.75.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Seed 2.1 Turbo Calculating… Estimated API cost
Nemotron 3 Nano Omni (free) 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

Nemotron 3 Nano Omni (free) has the lower input price; Nemotron 3 Nano Omni (free) has the lower output price; Seed 2.1 Turbo offers the larger context window. For the 1M input plus 500K output sample, Nemotron 3 Nano Omni (free) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.75 for Seed 2.1 Turbo and $0 for Nemotron 3 Nano Omni (free).

Best Fit

Choose Seed 2.1 Turbo when you care most about larger context window.

Choose Nemotron 3 Nano Omni (free) when you care most about lower input-token price, and lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Nemotron 3 Nano Omni (free) is estimated at $0 vs $1.75 for Seed 2.1 Turbo, saving $1.75 (100% lower).
  • Nemotron 3 Nano Omni (free) is free for the standard workload while the other model is estimated at $1.75.
  • Nemotron 3 Nano Omni (free) is free for input tokens while Seed 2.1 Turbo costs $0.5 per 1M tokens.
  • Nemotron 3 Nano Omni (free) is free for output tokens while Seed 2.1 Turbo costs $2.5 per 1M tokens.
  • Seed 2.1 Turbo has 6.14K more context (1.02x larger).
Head-to-Head Specs
FeatureNewSeed 2.1 Turbo
(ByteDance Seed)
Nemotron 3 Nano Omni (free)
(NVIDIA)
Input Price
prompt tokens per 1M
$0.5$0
Completion Price
per 1M tokens
$2.5$0
Sample Workload Cost
1M input + 500K output
$1.75$0
Context Window262.14K256K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNemotron 3 Nano Omni (free)On the standard 1M input plus 500K output workload, Nemotron 3 Nano Omni (free) is estimated at $0 vs $1.75 for Seed 2.1 Turbo, saving $1.75 (100% lower).
High-volume input processingNemotron 3 Nano Omni (free)Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNemotron 3 Nano Omni (free)Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workSeed 2.1 TurboA 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.

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

ByteDance Seed catalog

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

Open ByteDance Seed models

NVIDIA catalog

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

Open NVIDIA models
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...

Nemotron 3 Nano Omni (free)

NVIDIA Nemotron™ 3 Nano Omni is a 30B-A3B open multimodal model designed to function as a perception and context sub-agent in enterprise agent systems. It accepts text, image, video, and...