API cost decision in 10 seconds

NewNemotron 3.5 Super VL (free) vs GLM Flash Latest

Pick Nemotron 3.5 Super VL (free) for lower cost; pick GLM Flash Latest only if the larger context window matters more.

Page updated: 2026-10-15T16:07:53Z Data confirmed: 2026-10-15T18:08:37Z Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Nemotron 3.5 Super VL (free) for lower cost; pick GLM Flash Latest only if the larger context window matters more.

On the standard 1M input plus 500K output workload, Nemotron 3.5 Super VL (free) is estimated at $0 vs $0.49 for GLM Flash Latest, saving $0.49 (100% lower).

Cost-first pickNemotron 3.5 Super VL (free)

Context-first pickGLM Flash Latest

Sample savings$0.49100%

10x traffic gap$4.86

GLM Flash Latest has more context, but Nemotron 3.5 Super VL (free) saves $0.49 on the standard workload. At 10x that traffic, the same price gap is about $4.86. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Nemotron 3.5 Super VL (free) stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shape	Token mix	Better pick	Nemotron 3.5 Super VL (free)	GLM Flash Latest
Input-heavy / RAG	5M input + 500K output	Nemotron 3.5 Super VL (free)	$0	$0.63
Balanced workload	1M input + 1M output	Nemotron 3.5 Super VL (free)	$0	$0.94
Output-heavy chatbot	1M input + 5M output	Nemotron 3.5 Super VL (free)	$0	$4.54

Cheaper input Nemotron 3.5 Super VL (free) $0 vs $0.036 / 1M

Nemotron 3.5 Super VL (free) is free for input tokens while GLM Flash Latest costs $0.04 per 1M tokens.

Cheaper output Nemotron 3.5 Super VL (free) $0 vs $0.9 / 1M

Nemotron 3.5 Super VL (free) is free for output tokens while GLM Flash Latest costs $0.9 per 1M tokens.

Larger context GLM Flash Latest 1M vs 1.05M

GLM Flash Latest has 48.58K more context (1.05x larger).

Sample workload Nemotron 3.5 Super VL (free) $0 vs $0.49

Nemotron 3.5 Super VL (free) is free for the standard workload while the other model is estimated at $0.49.

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.

Monthly input tokens Monthly output tokens

Nemotron 3.5 Super VL (free) Calculating… Estimated API cost

GLM Flash Latest 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 3.5 Super VL (free) has the lower input price; Nemotron 3.5 Super VL (free) has the lower output price; GLM Flash Latest offers the larger context window. For the 1M input plus 500K output sample, Nemotron 3.5 Super VL (free) is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $0 for Nemotron 3.5 Super VL (free) and $0.49 for GLM Flash Latest.

Best Fit

Choose Nemotron 3.5 Super VL (free) when you care most about lower input-token price, and lower output-token price.

Choose GLM Flash Latest when you care most about larger context window.

Decision Notes

On the standard 1M input plus 500K output workload, Nemotron 3.5 Super VL (free) is estimated at $0 vs $0.49 for GLM Flash Latest, saving $0.49 (100% lower).
Nemotron 3.5 Super VL (free) is free for the standard workload while the other model is estimated at $0.49.
Nemotron 3.5 Super VL (free) is free for input tokens while GLM Flash Latest costs $0.04 per 1M tokens.
Nemotron 3.5 Super VL (free) is free for output tokens while GLM Flash Latest costs $0.9 per 1M tokens.
GLM Flash Latest has 48.58K more context (1.05x larger).

Head-to-Head Specs

Feature	NewNemotron 3.5 Super VL (free) (NVIDIA)	GLM Flash Latest (Z.ai)
Input Price prompt tokens per 1M	$0	$0.036
Completion Price per 1M tokens	$0	$0.9
Sample Workload Cost 1M input + 500K output	$0	$0.49
Context Window	1M	1.05M
Release Date	2026-10-15	2026-08-27

Use-Case Decision Matrix

Use case	Better pick	Why
Budget-constrained production	Nemotron 3.5 Super VL (free)	On the standard 1M input plus 500K output workload, Nemotron 3.5 Super VL (free) is estimated at $0 vs $0.49 for GLM Flash Latest, saving $0.49 (100% lower).
High-volume input processing	Nemotron 3.5 Super VL (free)	Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbots	Nemotron 3.5 Super VL (free)	Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document work	GLM Flash Latest	A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps

GLM 5.2 (free) can replace GLM Flash Latest when lower sample workload cost matters most: $0.
GLM 4.5 Air (free) can replace GLM Flash Latest when lower sample workload cost matters most: $0.
GLM 4 32B can replace GLM Flash Latest when lower sample workload cost matters most: $0.15.
GLM 5.3 Flash (batch) can replace GLM Flash Latest when lower sample workload cost matters most: $0.16.

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

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Larger context alternatives

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Provider catalogs

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NVIDIA catalog

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

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Z.ai catalog

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Open Z.ai models

Nemotron 3.5 Super VL (free)

NVIDIA Nemotron 3.5 Super VL is an open multimodal mixture-of-experts model from NVIDIA, with 12B active parameters out of 120B total. It takes text, images, documents, GUI screenshots, and video...

GLM Flash Latest

This model always redirects to the latest model in the GLM Flash family.