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AI model comparison

Gemini 3 Pro Preview vs Inkling

Compare pricing, context limits, supported inputs and deployment options to choose a model for your workflow.

Gemini 3 Pro Preview from Google lists 1.05M context, 65.54K maximum output, $2.00 input per 1M tokens, $12.00 output per 1M tokens. Inkling from Thinkingmachines lists 1.05M context, 1.05M maximum output, $1.00 input per 1M tokens, $4.05 output per 1M tokens. Compare the inputs, outputs and deployment options below to see which fits your workflow.

Side-by-sideCapabilities and practical differences

Google

Gemini 3 Pro Preview

Gemini 3 Pro Preview from Google: Preview Gemini flagship for complex reasoning, coding, and rich multimodal prompts.

Context
1.05M
Max output
65.54K
Input / 1M tokens
$2.00
Output / 1M tokens
$12.00

Accepts

  • Text input
  • Image input
  • Video input
  • Audio input
  • PDF input

Produces

  • Text output
Full model profilegithub.com ↗
VS

Thinkingmachines

Inkling

Inkling from Thinkingmachines: Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio.

Context
1.05M
Max output
1.05M
Input / 1M tokens
$1.00
Output / 1M tokens
$4.05

Accepts

  • Text input
  • Image input
  • Audio input

Produces

  • Text output
Full model profilegithub.com ↗

At a glance

Key differences

Compare the available figures below, then try both models on the work you need to do.

Inkling

  • Maximum output: 1.05M
  • Input price: $1.00
  • Output price: $4.05

Context capacity

Higher listed limit

Gemini 3 Pro Preview:1.05M

Inkling:1.05M

Same value

Maximum output

Higher listed limit

Gemini 3 Pro Preview:65.54K

Inkling:1.05M

Inkling

Input price

Lower listed token rate

Gemini 3 Pro Preview:$2.00

Inkling:$1.00

Inkling

Output price

Lower listed token rate

Gemini 3 Pro Preview:$12.00

Inkling:$4.05

Inkling

Specifications

Pricing, limits and capabilities

Specifications for Gemini 3 Pro Preview and Inkling. Higher limits and lower prices describe these figures only.
SpecificationGemini 3 Pro PreviewInkling
ProviderGoogleThinkingmachines
Listed pricing routeGoogleThinkingmachines
Model familygemini-proling
Accepted inputstext, image, video, audio, pdftext, image, audio
Produced outputstexttext
Context window1.05M1.05M
Max output65.54K1.05MHigher
Input price / 1M$2.00$1.00Lower
Output price / 1M$12.00$4.05Lower
Reasoning modeDocumentedDocumented
Tool callingDocumentedDocumented
Image inputDocumentedDocumented
Audio inputDocumentedDocumented
Structured outputDocumentedNot documented
LicenseProprietaryApache-2.0

Workload guidance

Which model should you choose?

Consider Inkling if you need larger maximum output or a lower listed input rate or a lower listed output rate. Inkling offers downloadable weights; Gemini 3 Pro Preview is listed as a proprietary model. Compare licence terms and operating costs before choosing a deployment. Test both on the same representative examples and judge the output against your acceptance criteria. Include tool failures, retries and the time to a completed task.

Documentation and model profiles

Explore each model’s features, API requirements and licence terms in the sources below.

Questions people ask

It brings together documented inputs and outputs, token limits, deployment terms and available pricing. When both models have source-linked, verified results on a shared benchmark, those results are shown with their individual sources. The comparison is a starting point for evaluating your own workload.

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