AI model comparison

Inkling Small vs Gemini 3 Flash Preview

Pricing, context window, benchmarks, and features compared side by side. Or skip the guesswork and send one prompt to both.

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Thinking Machines

Inkling Small

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

Gemini 3 Flash Preview is a high speed, high value thinking model designed for agentic workflows, multi turn chat, and coding assistance.

Input / 1M
$0.50
Output / 1M
$3
Context
1.05M

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

1.7x cheaper for a typical chat

Higher intelligence score

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Gemini 3 Flash Preview

26.3 vs 25.7 on Artificial Analysis

Larger context window

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Gemini 3 Flash Preview

1.05M vs 524K 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 Small25.7
google logoGemini 3 Flash Preview26.3

Coding index

thinkingmachines logoInkling Small52.9
google logoGemini 3 Flash PreviewNot available

Agentic index

thinkingmachines logoInkling Small23.5
google logoGemini 3 Flash PreviewNot available

Pricing

Inkling Small vs Gemini 3 Flash Preview API pricing

Per-token API rates. Cheaper option highlighted.

Metricthinkingmachines logoInkling Smallgoogle logoGemini 3 Flash Preview
Input tokensPer 1M tokens$0.45$0.50
Output tokensPer 1M tokens$1.20$3
Cached input (read)Per 1M tokens$0.10$0.05
Cache writePer 1M tokensNot available$0.08
Web searchPer requestNot available$0.014

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
google logoGemini 3 Flash Preview$2.50

Coding task

30K in, 4K out

thinkingmachines logoInkling Small$18.30$7.80 cached
google logoGemini 3 Flash Preview$27$13.50 cached

Long document summary

150K in, 2K out

thinkingmachines logoInkling Small$69.90$17.40 cached
google logoGemini 3 Flash Preview$81$13.50 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 Smallgoogle logoGemini 3 Flash Preview
Context window524K tokens1.05M tokens
Max output262K tokens66K tokens
Input typesAudio, Image, TextAudio, File, Image, Text, Video
Output typesTextText
Reasoning effort levelsMax, High, Medium, Low, Minimal, NoneHigh, Medium, Low, Minimal
Default reasoning effortHighMedium
Release dateJuly 30, 2026December 17, 2025

Features

Supported features

API features available for each model.

Metricthinkingmachines logoInkling Smallgoogle logoGemini 3 Flash Preview
Tool callingSupportedSupported
Structured outputsNot supportedSupported
JSON modeNot supportedSupported
ReasoningSupportedSupported
TemperatureSupportedSupported
Stop sequencesSupportedSupported
Deterministic seedSupportedSupported
Verbosity controlNot supportedNot supported

Our take

Inkling Small is 1.7x cheaper for a typical chat. Gemini 3 Flash Preview scores higher on the Artificial Analysis Intelligence Index (26.3 vs 25.7). Gemini 3 Flash Preview has the larger context window (1.05M vs 524K 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 Gemini 3 Flash Preview 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 Gemini 3 Flash Preview costs $0.50 per 1M input tokens and $3 per 1M output tokens.

Which has a bigger context window, Inkling Small or Gemini 3 Flash Preview?

Gemini 3 Flash Preview supports up to 1.05M tokens of context, compared with 524K for Inkling Small.

Is Inkling Small smarter than Gemini 3 Flash Preview?

On the Artificial Analysis Intelligence Index, Inkling Small scores 25.7 and Gemini 3 Flash Preview scores 26.3, putting Gemini 3 Flash Preview ahead. Benchmarks don't capture everything, so the best test is running your own prompts through both.

Can I use Inkling Small and Gemini 3 Flash Preview at the same time?

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

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Why choose? Ask both.

Send one prompt to Inkling Small and Gemini 3 Flash Preview at the same time. Compare the answers side by side and keep the best one.