AI model comparison

Inkling Small vs Nemotron 3 Ultra

Side by side comparison of Inkling Small and Nemotron 3 Ultra on pricing, benchmark scores, context window, and more.

Inkling Small is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 12B active parameters out of 276B total.

Input / 1M
$0.45
Output / 1M
$1.20
Context
524K

NVIDIA Nemotron 3 Ultra is an open frontier-reasoning and orchestration model from NVIDIA, with 55B active parameters out of 550B total (MoE).

Input / 1M
$0.60
Output / 1M
$2.40
Context
262K

Comparing image generators? Compare image models

At a glance

Quick verdict

How the two models stack up on the things people ask about most.

Lower price

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Inkling Small

1.6x cheaper for a typical chat

Higher intelligence score

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Inkling Small

12.9 vs 11.8 on Artificial Analysis

Larger context window

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Inkling Small

524K vs 262K tokens

Newer release

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Inkling Small

Released July 30, 2026

Benchmarks

Benchmark scores

Independent scores from Artificial Analysis. Higher is better.

Intelligence index

thinkingmachines logoInkling Small12.9
nvidia logoNemotron 3 Ultra11.8

Coding index

thinkingmachines logoInkling Small52.9
nvidia logoNemotron 3 Ultra49.3

Agentic index

thinkingmachines logoInkling Small23.5
nvidia logoNemotron 3 Ultra20.1

Pricing

Inkling Small vs Nemotron 3 Ultra API pricing

Per-token API rates. Cheaper option highlighted.

Metricthinkingmachines logoInkling Smallnvidia logoNemotron 3 Ultra
Input tokensPer 1M tokens$0.45$0.60
Output tokensPer 1M tokens$1.20$2.40
Cached input (read)Per 1M tokens$0.10$0.12
Cache writePer 1M tokensNot availableNot available

What it costs in practice

Estimated cost per 1,000 requests at standard rates. Coding and long-document figures also show the cost when the input is already cached.

Chat message

2K in, 500 out

thinkingmachines logoInkling Small$1.50
nvidia logoNemotron 3 Ultra$2.40

Coding task

30K in, 4K out

thinkingmachines logoInkling Small$18.30$7.80 cached
nvidia logoNemotron 3 Ultra$27.60$13.20 cached

Long document summary

150K in, 2K out

thinkingmachines logoInkling Small$69.90$17.40 cached
nvidia logoNemotron 3 Ultra$94.80$22.80 cached

Specs

Context window and capabilities

How much each model can read, how much it can write, and what it accepts as input.

Metricthinkingmachines logoInkling Smallnvidia logoNemotron 3 Ultra
Context window524K tokens262K tokens
Max output262K tokens183K tokens
Input typesAudio, Image, TextText
Output typesTextText
Reasoning effort levelsMax, High, Medium, Low, Minimal, NoneHigh, Medium, None
Default reasoning effortHighHigh
Release dateJuly 30, 2026June 4, 2026

Features

Supported features

API features available for each model.

Metricthinkingmachines logoInkling Smallnvidia logoNemotron 3 Ultra
Tool callingSupportedSupported
Structured outputsNot supportedSupported
JSON modeNot supportedSupported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesSupportedSupported
Deterministic seedSupportedSupported
Verbosity controlNot supportedNot supported

Our take

Inkling Small is 1.6x cheaper for a typical chat. Inkling Small scores higher on the Artificial Analysis Intelligence Index (12.9 vs 11.8). Inkling Small has the larger context window (524K vs 262K tokens). The right pick depends on your workload, so the quickest way to settle it is to send the same prompt to both and compare.

FAQ

Frequently asked questions

Is Inkling Small or Nemotron 3 Ultra cheaper?

Inkling Small is cheaper for a typical chat (2K input tokens and 500 output tokens). Inkling Small costs $0.45 per 1M input tokens and $1.20 per 1M output tokens, while Nemotron 3 Ultra costs $0.60 per 1M input tokens and $2.40 per 1M output tokens.

Which has a bigger context window, Inkling Small or Nemotron 3 Ultra?

Inkling Small supports up to 524K tokens of context, compared with 262K for Nemotron 3 Ultra.

Is Inkling Small smarter than Nemotron 3 Ultra?

On the Artificial Analysis Intelligence Index, Inkling Small scores 12.9 and Nemotron 3 Ultra scores 11.8, putting Inkling Small ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use Inkling Small and Nemotron 3 Ultra at the same time?

Yes. Shortcut Chat sends one prompt to multiple models at once, so you can see Inkling Small and Nemotron 3 Ultra answer side by side and keep the better response.

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Why choose? Ask both.

Send one prompt to Inkling Small and Nemotron 3 Ultra at the same time. Compare the answers side by side and keep the best one.