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Gemma 4 12B vs Grok 4.5

Compare Gemma 4 12B and Grok 4.5 side-by-side.

Compare Gemma 4 12B vs Grok 4.5 live

Run the same image across every model that supports a task and compare their outputs side-by-side.

These models don't share enough common tasks for a side-by-side demo. See the comparison table below for their capabilities.

Models in this comparison

Gemma 4 12B vs Grok 4.5 Comparison Table

Evals updated October 8, 2026Pricing updated October 9, 2026

PropertyGemma 4 12BGrok 4.5
OrganizationGoogleSpaceXAI
Categoryopenclosed
Modalitymultimodalmultimodal
Release DateJun 2026Jul 2026
Context Window—500K
Parameters12BUnknown
LicenseApache 2.0Proprietary
Pricing per 1M tokens
Input $/1MNo published price$2.00
Output $/1MNo published price$6.00
Vision Tasks
CaptioningSupportedDemo
OCRSupportedDemo
Vision LanguageSupportedSupported
Visual Question AnsweringSupportedDemo
Chart Question AnsweringNot listedSupported
ClassificationNot listedDemo
Document Question AnsweringNot listedSupported
Image TaggingNot listedSupported
Multi-Label ClassificationNot listedSupported
Object DetectionNot listedDemo
Model Features
Multimodal VisionSupportedSupported
Foundation VisionNot listedSupported
LLMs with Vision CapabilitiesNot listedSupported
Vision Evalsground-truth scores across 5 vision tasks, pooled at low effort
OverallNot evaluated
55.3%
Avg cost / sample–$0.0078
Avg speed / sample–16.41s
By task
Object Detection (low)–
19.0%
±0.8, Mean of 3 runs, range 18.0 to 19.6
$0.011
Object Detection (high)–
17.8%
±0.3, Mean of 3 runs, range 17.5 to 18.0
$0.020
Counting (low)–
59.5%
±3.4, Mean of 3 runs, range 55.4 to 62.2
$0.0065
Counting (high)–
57.7%
±3.4, Mean of 3 runs, range 54.0 to 60.8
$0.012
Identification (low)–
83.3%
±1.6, Mean of 3 runs, range 81.3 to 84.4
$0.0046
Identification (high)–
85.4%
±3.1, Mean of 3 runs, range 81.3 to 87.5
$0.0067
OCR (low)–
57.1%
$0.0065
by category
Single value
47.8%
Transcription
85.4%
Structured JSON
80.3%
Text localization
6.1%
OCR (high)–
57.5%
$0.013
by category
Single value
47.8%
Transcription
86.1%
Structured JSON
80.9%
Text localization
7.0%
Reasoning (low)–
57.6%
±1.7, Mean of 3 runs, range 55.6 to 58.9
$0.0082
Reasoning (high)–
59.8%
±2.6, Mean of 3 runs, range 57.0 to 62.3
$0.019

Gemma 4 12B vs Grok 4.5: Overview

Gemma 4 12B

Gemma 4 12B is an open-weight multimodal model from Google in the Gemma 4 family. It is intended for text and image understanding tasks such as visual question answering, OCR, captioning, and document understanding, with a smaller parameter footprint than the larger Gemma 4 variants.

This entry is connected to Roboflow Playground vision evals for comparison. No runnable Playground workflow is configured yet, so the model page is used for discovery and benchmark context rather than direct hosted inference.

Grok 4.5

Grok 4.5 is a proprietary reasoning model from SpaceXAI (xAI) that accepts interleaved text and image input and returns text, with a 500,000 token context window. xAI positions it as a model for coding, agentic software work, and knowledge tasks, and states it was trained in the company's Memphis data centers on datasets spanning science, engineering, and mathematics. Its reinforcement learning stage covers hundreds of thousands of multi step software engineering tasks scored by automated checks and model based grading, and training is reported to have run on tens of thousands of NVIDIA GB300 GPUs using an asynchronous scheme in which multi hour agentic rollouts continue while learning proceeds in parallel, targeting long horizon autonomous operation rather than single turn inference.

For vision, the model consumes JPEG and PNG images in any order relative to text prompts, covering visual question answering, description of chart and document imagery, and reading text rendered inside a scene. Reasoning effort is configurable, and the model supports function calling and structured outputs, so image inputs can be interleaved with tool calls inside agent loops. xAI has not published a technical report, architecture details, or parameter count, and reported mixture of experts sizing figures come from secondary coverage rather than official documentation.

Frequently Asked Questions

Gemma 4 12B has not yet been evaluated on Roboflow's current Vision Evals, so this comparison shows specs, licensing, and pricing rather than benchmark scores.

Gemma 4 12B is released under Apache 2.0, while Grok 4.5 uses Proprietary. Licensing often matters more than raw accuracy for commercial deployments, so check the terms against how you plan to ship.