API cost decision in 10 seconds

GLM 5V Turbo vs Nemotron 3 Super

Pick Nemotron 3 Super 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 Super when budget and context both matter.

On the standard 1M input plus 500K output workload, Nemotron 3 Super is estimated at $0.32 vs $3.2 for GLM 5V Turbo, saving $2.89 (90.2% lower).

Cost-first pickNemotron 3 Super
Context-first pickNemotron 3 Super
Sample savings$2.8990.2%
10x traffic gap$28.85

Nemotron 3 Super is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $28.85. 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 Super stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickGLM 5V TurboNemotron 3 Super
Input-heavy / RAG5M input + 500K outputNemotron 3 Super$8$0.68
Balanced workload1M input + 1M outputNemotron 3 Super$5.2$0.54
Output-heavy chatbot1M input + 5M outputNemotron 3 Super$21.2$2.34
Cheaper input Nemotron 3 Super $1.2 vs $0.09 / 1M

Nemotron 3 Super is $1.11 cheaper per 1M input tokens (92.5% lower; 13.3x difference).

Cheaper output Nemotron 3 Super $4 vs $0.45 / 1M

Nemotron 3 Super is $3.55 cheaper per 1M output tokens (88.8% lower; 8.89x difference).

Larger context Nemotron 3 Super 202.75K vs 1M

Nemotron 3 Super has 797.25K more context (4.93x larger).

Sample workload Nemotron 3 Super $3.2 vs $0.32

Nemotron 3 Super is $2.89 cheaper on the standard workload (90.2% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
GLM 5V Turbo Calculating… Estimated API cost
Nemotron 3 Super 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 Super has the lower input price; Nemotron 3 Super has the lower output price; Nemotron 3 Super offers the larger context window. For the 1M input plus 500K output sample, Nemotron 3 Super is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $3.2 for GLM 5V Turbo and $0.32 for Nemotron 3 Super.

Best Fit

Choose GLM 5V Turbo when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

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

Decision Notes
  • On the standard 1M input plus 500K output workload, Nemotron 3 Super is estimated at $0.32 vs $3.2 for GLM 5V Turbo, saving $2.89 (90.2% lower).
  • Nemotron 3 Super is $2.89 cheaper on the standard workload (90.2% lower).
  • Nemotron 3 Super is $1.11 cheaper per 1M input tokens (92.5% lower; 13.3x difference).
  • Nemotron 3 Super is $3.55 cheaper per 1M output tokens (88.8% lower; 8.89x difference).
  • Nemotron 3 Super has 797.25K more context (4.93x larger).
Head-to-Head Specs
FeatureGLM 5V Turbo
(Z.ai)		Nemotron 3 Super
(NVIDIA)
Input Price
prompt tokens per 1M		$1.2$0.09
Completion Price
per 1M tokens		$4$0.45
Sample Workload Cost
1M input + 500K output		$3.2$0.32
Context Window202.75K1M
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionNemotron 3 SuperOn the standard 1M input plus 500K output workload, Nemotron 3 Super is estimated at $0.32 vs $3.2 for GLM 5V Turbo, saving $2.89 (90.2% lower).
High-volume input processingNemotron 3 SuperLower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsNemotron 3 SuperLower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workNemotron 3 SuperA larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • GLM 4.5 Air (free) can replace GLM 5V Turbo when lower sample workload cost matters most: $0.
  • GLM 4 32B can replace GLM 5V Turbo when lower sample workload cost matters most: $0.15.
  • GLM 4.7 Flash can replace GLM 5V Turbo when lower sample workload cost matters most: $0.26.
  • GLM 4.5 Air can replace GLM 5V Turbo when lower sample workload cost matters most: $0.55.
Larger context near this budget
  • Llama 4 Scout offers 10M context with $0.23 sample workload cost.
  • Grok 4.20 offers 2M context with $2.5 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.

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

Z.ai catalog

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

Open Z.ai models

NVIDIA catalog

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

Open NVIDIA models
GLM 5V Turbo

GLM-5V-Turbo is Z.ai’s first native multimodal agent foundation model, built for vision-based coding and agent-driven tasks. It natively handles image, video, and text inputs, excels at long-horizon planning, complex coding,...

Nemotron 3 Super

NVIDIA Nemotron 3 Super is a 120B-parameter open hybrid MoE model, activating just 12B parameters for maximum compute efficiency and accuracy in complex multi-agent applications. Built on a hybrid Mamba-Transformer...