API cost decision in 10 seconds

NewNemotron 3 Ultra vs Kimi K2 0711

Pick Kimi K2 0711 for lower cost; pick Nemotron 3 Ultra 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 Kimi K2 0711 for lower cost; pick Nemotron 3 Ultra only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Kimi K2 0711 is estimated at $1.72 vs $1.75 for Nemotron 3 Ultra, saving $0.03 (1.7% lower).

Cost-first pickKimi K2 0711
Context-first pickNemotron 3 Ultra
Sample savings$0.031.7%
10x traffic gap$0.3

Nemotron 3 Ultra has more context, but Kimi K2 0711 saves $0.03 on the standard workload. At 10x that traffic, the same price gap is about $0.3. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Cost winner changes by workload shape: input-heavy / RAG favors Nemotron 3 Ultra, balanced workload favors Kimi K2 0711, and output-heavy chatbot favors Kimi K2 0711.

Workload shapeToken mixBetter pickNemotron 3 UltraKimi K2 0711
Input-heavy / RAG5M input + 500K outputNemotron 3 Ultra$3.75$4
Balanced workload1M input + 1M outputKimi K2 0711$3$2.87
Output-heavy chatbot1M input + 5M outputKimi K2 0711$13$12.07
Cheaper input Nemotron 3 Ultra $0.5 vs $0.57 / 1M

Nemotron 3 Ultra is $0.07 cheaper per 1M input tokens (12.3% lower; 1.14x difference).

Cheaper output Kimi K2 0711 $2.5 vs $2.3 / 1M

Kimi K2 0711 is $0.2 cheaper per 1M output tokens (8% lower; 1.09x difference).

Larger context Nemotron 3 Ultra 1M vs 131.07K

Nemotron 3 Ultra has 868.93K more context (7.63x larger).

Sample workload Kimi K2 0711 $1.75 vs $1.72

Kimi K2 0711 is $0.03 cheaper on the standard workload (1.7% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Nemotron 3 Ultra Calculating… Estimated API cost
Kimi K2 0711 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 Ultra has the lower input price; Kimi K2 0711 has the lower output price; Nemotron 3 Ultra offers the larger context window. For the 1M input plus 500K output sample, Kimi K2 0711 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $1.75 for Nemotron 3 Ultra and $1.72 for Kimi K2 0711.

Best Fit

Choose Nemotron 3 Ultra when you care most about lower input-token price, and larger context window.

Choose Kimi K2 0711 when you care most about lower output-token price.

Decision Notes
  • On the standard 1M input plus 500K output workload, Kimi K2 0711 is estimated at $1.72 vs $1.75 for Nemotron 3 Ultra, saving $0.03 (1.7% lower).
  • Kimi K2 0711 is $0.03 cheaper on the standard workload (1.7% lower).
  • Nemotron 3 Ultra is $0.07 cheaper per 1M input tokens (12.3% lower; 1.14x difference).
  • Kimi K2 0711 is $0.2 cheaper per 1M output tokens (8% lower; 1.09x difference).
  • Nemotron 3 Ultra has 868.93K more context (7.63x larger).
Head-to-Head Specs
FeatureNewNemotron 3 Ultra
(NVIDIA)
Kimi K2 0711
(MoonshotAI)
Input Price
prompt tokens per 1M
$0.5$0.57
Completion Price
per 1M tokens
$2.5$2.3
Sample Workload Cost
1M input + 500K output
$1.75$1.72
Context Window1M131.07K
Release Date
Popularity#91#135

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionKimi K2 0711On the standard 1M input plus 500K output workload, Kimi K2 0711 is estimated at $1.72 vs $1.75 for Nemotron 3 Ultra, saving $0.03 (1.7% lower).
High-volume input processingNemotron 3 UltraLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsKimi K2 0711Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workNemotron 3 UltraA 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 10M context with $0.25 sample workload cost.
  • Owl Alpha offers 1.05M context with $0 sample workload cost.
  • DeepSeek V4 Flash offers 1.05M context with $0.2 sample workload cost.
  • MiMo-V2.5 offers 1.05M context with $0.28 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

NVIDIA catalog

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

Open NVIDIA models

MoonshotAI catalog

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

Open MoonshotAI models
Nemotron 3 Ultra

NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE). Built on a hybrid Transformer-Mamba mixture-of-experts architecture, it...

Kimi K2 0711

Kimi K2 Instruct is a large-scale Mixture-of-Experts (MoE) language model developed by Moonshot AI, featuring 1 trillion total parameters with 32 billion active per forward pass. It is optimized for...