API cost decision in 10 seconds

Nemotron 3 Nano 30B A3B vs Cogito v2.1 671B

Pick Nemotron 3 Nano 30B A3B when budget and context both matter.

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

Budget verdict

Pick Nemotron 3 Nano 30B A3B when budget and context both matter.

On the standard 1M input plus 500K output workload, Nemotron 3 Nano 30B A3B is estimated at $0.15 vs $1.88 for Cogito v2.1 671B, saving $1.73 (92% lower).

Cost-first pickNemotron 3 Nano 30B A3B
Context-first pickNemotron 3 Nano 30B A3B
Sample savings$1.7392%
10x traffic gap$17.25

Nemotron 3 Nano 30B A3B is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $17.25. 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 30B A3B stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickNemotron 3 Nano 30B A3BCogito v2.1 671B
Input-heavy / RAG5M input + 500K outputNemotron 3 Nano 30B A3B$0.35$6.88
Balanced workload1M input + 1M outputNemotron 3 Nano 30B A3B$0.25$2.5
Output-heavy chatbot1M input + 5M outputNemotron 3 Nano 30B A3B$1.05$7.5
Cheaper input Nemotron 3 Nano 30B A3B $0.05 vs $1.25 / 1M

Nemotron 3 Nano 30B A3B is $1.2 cheaper per 1M input tokens (96% lower; 25x difference).

Cheaper output Nemotron 3 Nano 30B A3B $0.2 vs $1.25 / 1M

Nemotron 3 Nano 30B A3B is $1.05 cheaper per 1M output tokens (84% lower; 6.25x difference).

Larger context Nemotron 3 Nano 30B A3B 262.14K vs 128K

Nemotron 3 Nano 30B A3B has 134.14K more context (2.05x larger).

Sample workload Nemotron 3 Nano 30B A3B $0.15 vs $1.88

Nemotron 3 Nano 30B A3B is $1.73 cheaper on the standard workload (92% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Nemotron 3 Nano 30B A3B Calculating… Estimated API cost
Cogito v2.1 671B 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 30B A3B has the lower input price; Nemotron 3 Nano 30B A3B has the lower output price; Nemotron 3 Nano 30B A3B offers the larger context window. For the 1M input plus 500K output sample, Nemotron 3 Nano 30B A3B is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0.15 for Nemotron 3 Nano 30B A3B and $1.88 for Cogito v2.1 671B.

Best Fit

Choose Nemotron 3 Nano 30B A3B when you care most about lower input-token price, lower output-token price, and larger context window.

Choose Cogito v2.1 671B 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, Nemotron 3 Nano 30B A3B is estimated at $0.15 vs $1.88 for Cogito v2.1 671B, saving $1.73 (92% lower).
  • Nemotron 3 Nano 30B A3B is $1.73 cheaper on the standard workload (92% lower).
  • Nemotron 3 Nano 30B A3B is $1.2 cheaper per 1M input tokens (96% lower; 25x difference).
  • Nemotron 3 Nano 30B A3B is $1.05 cheaper per 1M output tokens (84% lower; 6.25x difference).
  • Nemotron 3 Nano 30B A3B has 134.14K more context (2.05x larger).
Head-to-Head Specs
FeatureNemotron 3 Nano 30B A3B
(NVIDIA)
Cogito v2.1 671B
(Deep Cogito)
Input Price
prompt tokens per 1M
$0.05$1.25
Completion Price
per 1M tokens
$0.2$1.25
Sample Workload Cost
1M input + 500K output
$0.15$1.88
Context Window262.14K128K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNemotron 3 Nano 30B A3BOn the standard 1M input plus 500K output workload, Nemotron 3 Nano 30B A3B is estimated at $0.15 vs $1.88 for Cogito v2.1 671B, saving $1.73 (92% lower).
High-volume input processingNemotron 3 Nano 30B A3BLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNemotron 3 Nano 30B A3BLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workNemotron 3 Nano 30B A3BA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Larger context near this budget

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

NVIDIA catalog

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

Open NVIDIA models

Deep Cogito catalog

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

Open Deep Cogito models
Nemotron 3 Nano 30B A3B

NVIDIA Nemotron 3 Nano 30B A3B is a small language MoE model with highest compute efficiency and accuracy for developers to build specialized agentic AI systems. The model is fully...

Cogito v2.1 671B

Cogito v2.1 671B MoE represents one of the strongest open models globally, matching performance of frontier closed and open models. This model is trained using self play with reinforcement learning...