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Gemma 3 12B vs GPT-4 Turbo

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Gemma 3 12B and GPT-4 Turbo.

Google

Gemma 3 12B

Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,...

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OpenAI

GPT-4 Turbo

The latest GPT-4 Turbo model with vision capabilities. Vision requests can now use JSON mode and function calling. Training data: up to December 2023.

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Technical Specifications

SpecificationGemma 3 12BGPT-4 Turbo
ProviderGoogleOpenAI
Context Window131,072 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-03-132024-04-09

API Pricing Comparison

Input Price per Million Tokens

Gemma 3 12B

$0.05

GPT-4 Turbo

$10.00

Output Price per Million Tokens

Gemma 3 12B

$0.15

GPT-4 Turbo

$30.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
N/Avs8640.0%
Gemma 3 12B
GPT-4 Turbo
HumanEvalPython coding & logic synthesis
N/Avs8800.0%
Gemma 3 12B
GPT-4 Turbo
MATHComplex mathematical problem solving
N/Avs7300.0%
Gemma 3 12B
GPT-4 Turbo
GPQAGraduate-level expert reasoning
N/Avs5000.0%
Gemma 3 12B
GPT-4 Turbo
HellaSwagCommonsense reasoning and inference
N/Avs8600.0%
Gemma 3 12B
GPT-4 Turbo
MT-BenchMulti-turn conversation flow quality
N/Avs880.0%
Gemma 3 12B
GPT-4 Turbo

Gemma 3 12B Quirks & Gotchas

No developer gotchas reported.

GPT-4 Turbo Quirks & Gotchas

No developer gotchas reported.