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Gemini 3.1 Pro Preview Custom Tools 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 Gemini 3.1 Pro Preview Custom Tools and GPT-4 Turbo.

Google

Gemini 3.1 Pro Preview Custom Tools

Gemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party...

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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

SpecificationGemini 3.1 Pro Preview Custom ToolsGPT-4 Turbo
ProviderGoogleOpenAI
Context Window1,048,756 tokens128,000 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-02-252024-04-09

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Pro Preview Custom Tools

$2.00

GPT-4 Turbo

$10.00

Output Price per Million Tokens

Gemini 3.1 Pro Preview Custom Tools

$12.00

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%
Gemini 3.1 Pro Preview Custom Tools
GPT-4 Turbo
HumanEvalPython coding & logic synthesis
N/Avs8800.0%
Gemini 3.1 Pro Preview Custom Tools
GPT-4 Turbo
MATHComplex mathematical problem solving
N/Avs7300.0%
Gemini 3.1 Pro Preview Custom Tools
GPT-4 Turbo
GPQAGraduate-level expert reasoning
N/Avs5000.0%
Gemini 3.1 Pro Preview Custom Tools
GPT-4 Turbo
HellaSwagCommonsense reasoning and inference
N/Avs8600.0%
Gemini 3.1 Pro Preview Custom Tools
GPT-4 Turbo
MT-BenchMulti-turn conversation flow quality
N/Avs880.0%
Gemini 3.1 Pro Preview Custom Tools
GPT-4 Turbo

Gemini 3.1 Pro Preview Custom Tools Quirks & Gotchas

No developer gotchas reported.

GPT-4 Turbo Quirks & Gotchas

No developer gotchas reported.