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Model comparison · Updated 2 Nov 2026

Muse Spark 1.2 Contributor vs Nemotron 3.5 Super VL

Muse Spark 1.2 Contributor is about 1.5× cheaper on input ($0.10 against $0.15 per 1M tokens) and on output. Both have a 1.05M-token context window. For a support chatbot at 10,000 chats a day, the standard-tier bill is about $63.00 a month for Muse Spark 1.2 Contributor and $113 for Nemotron 3.5 Super VL.

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ModelsAtlas. “Muse Spark 1.2 Contributor vs Nemotron 3.5 Super VL”. Retrieved 2 Nov 2026. https://modelsatlas.com/compare/meta/muse-spark-1-2-contributor/vs/nvidia/nemotron-3-5-super-vl

Model A

Muse Spark 1.2 Contributor

by Meta · weights not marked open · GRIDC5

Input / 1M
$0.10
observed We measured
Source
Our catalogue
Retrieved
1 Sep 2026
Output / 1M$0.20
Context1.05M
vs

Model B

Nemotron 3.5 Super VL

by NVIDIA · weights not marked open · GRIDC5

Input / 1M
$0.15
observed We measured
Source
Our catalogue
Retrieved
2 Nov 2026
Output / 1M$0.50
Context1.05M

Key numbers

Standard tier · highlighted = better

Muse Spark 1.2 Contributor
Nemotron 3.5 Super VL
Input / 1M tokens
$0.10
$0.15
Output / 1M tokens
$0.20
$0.50
Batch input / output
Not listed
Not listed
Context window
1,048,576
1,048,576
Input types
Not disclosed
Not disclosed
Weights
Not marked open
Not marked open
Tiers listed
standard
free, standard
Prices checked
2026-09-01
2026-11-02

What it costs for real workloads

Monthly, standard tier, 30 days

Support chatbot10k chats/day · 1.5k in, 300 out
$63.00/mo
$113/mo
RAG over documents2k queries/day · 12k in, 500 out
$78.00/mo
$123/mo
Coding agent300 tasks/day · 60k in, 8k out
$68.40/mo
$117/mo

Muse Spark 1.2 Contributor   Nemotron 3.5 Super VL · Derived from the standard-tier prices above, input and output tokens per request as stated, 30 days. Excludes caching discounts and batch. Try your own numbers.

On the atlas

Price band (A–H) × context band (1–6)

Same square. Muse Spark 1.2 Contributor and Nemotron 3.5 Super VL share C5.

Same square as Muse Spark 1.2 Contributor: Claude Haiku 5.5 ($0.10), Muse Spark 1.3 Contributor ($0.10), MiniMax M3.1 Flash ($0.15). Open C5

AFreeB<$0.10C$0.10–0.30D$0.30–1E$1–3F$3–10G$10–30H$30+1<32K232–128K3128–256K4256K–1M51M6>1MINPUT PRICE PER 1M TOKENS →CONTEXT WINDOW ↑ · position within a square follows the real valueClaude Haiku 5.5 · C5Muse Spark 1.3 Contributor · C5MiniMax M3.1 Flash · C5Qwen3.8 Flash · C5Qwen3.8 27B · C5Qwen3.8 Omni Flash · C5Qwen3.6 Flash · C5MiniMax-01 · C5Muse Spark 1.2 ContributorMuse Spark 1.2 ContributorNemotron 3.5 Super VLNemotron 3.5 Super VL
Muse Spark 1.2 ContributorNemotron 3.5 Super VLNearest neighboursOpen weights
View the map as a table (1 squares)
SquarePrice bandContext bandModels
GRIDC5$0.10–0.301MMuse Spark 1.2 Contributor, Nemotron 3.5 Super VL, Claude Haiku 5.5, Muse Spark 1.3 Contributor, MiniMax M3.1 Flash, Qwen3.8 Flash, Qwen3.8 27B, Qwen3.8 Omni Flash, Qwen3.6 Flash, MiniMax-01

Capabilities side by side

Only what our records list

Muse Spark 1.2 Contributor
Nemotron 3.5 Super VL
Vision input
Not disclosed
Not disclosed
Audio input
Not disclosed
Not disclosed
Open weights
Not marked open
Not marked open
Batch tier
Not listed
Not listed
Free tier
Not listed
Supported
Thinking tier
Not listed
Not listed

Neither record lists input types, so we do not claim any.

Which should you choose?

Editorial

Choose Muse Spark 1.2 Contributor if…

  • you pay by the token: it costs $0.10 per 1M input against $0.15
  • output dominates your bill: $0.20 per 1M output against $0.50

Choose Nemotron 3.5 Super VL if…

  • you want to try it free: it lists a free tier

Each reason is a fact from the tables above. Picking between them is our judgement, and we do not benchmark quality: price and context are what we can measure, so test both on your own prompts before you commit.

Questions

Is Muse Spark 1.2 Contributor better than Nemotron 3.5 Super VL?
We do not benchmark quality, so we cannot say. On the recorded numbers: Muse Spark 1.2 Contributor is about 1.5× cheaper on input ($0.10 against $0.15 per 1M tokens) and on output. Both have a 1.05M-token context window. For a support chatbot at 10,000 chats a day, the standard-tier bill is about $63.00 a month for Muse Spark 1.2 Contributor and $113 for Nemotron 3.5 Super VL. Which is better for you depends on your task; test both on your own prompts.
Which is cheaper, Muse Spark 1.2 Contributor or Nemotron 3.5 Super VL?
Muse Spark 1.2 Contributor: $0.10 against $0.15 per 1M input tokens, and $0.20 against $0.50 per 1M output, on standard pricing.
How much does each cost per 1M tokens?
Muse Spark 1.2 Contributor: $0.10 input and $0.20 output. Nemotron 3.5 Super VL: $0.15 input and $0.50 output. Standard tier, USD.
Which has the larger context window?
Neither: both have 1,048,576 tokens.
Do both offer batch pricing?
Neither lists a batch tier in our catalogue.
Can both read images or audio?
Input types recorded for Muse Spark 1.2 Contributor: none recorded. For Nemotron 3.5 Super VL: none recorded. Where a record lists none we say so rather than guess; check each vendor's documentation before relying on a capability.
Is either model open-weight?
Muse Spark 1.2 Contributor: not marked open-weight in our records. Nemotron 3.5 Super VL: not marked open-weight in our records.
Is either model free?
Muse Spark 1.2 Contributor is not listed at no per-token charge; Nemotron 3.5 Super VL is. Read the provider's limits before relying on a free offer.
What would each cost for a support chatbot?
At 10,000 chats a day, 1,500 input and 300 output tokens each, 30 days, standard tier: about $63.00 a month for Muse Spark 1.2 Contributor and $113 for Nemotron 3.5 Super VL. This is our calculation from the listed prices, not a quote.

About the two models

Muse Spark 1.2 Contributor

By Meta. $0.10 input and $0.20 output per 1M tokens, 1.05M context, atlas square C5. Tiers listed: standard.

Full specs & pricing →

Nemotron 3.5 Super VL

By NVIDIA. $0.15 input and $0.50 output per 1M tokens, 1.05M context, atlas square C5. Tiers listed: free, standard.

Full specs & pricing →

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