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Gemini 3.1 Pro Preview Custom Tools vs GLM 5 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 GLM 5 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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Zhipu AI

GLM 5 Turbo

GLM-5 Turbo is a new model from Z.ai designed for fast inference and strong performance in agent-driven environments such as OpenClaw scenarios. It is deeply optimized for real-world agent workflows...

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Technical Specifications

SpecificationGemini 3.1 Pro Preview Custom ToolsGLM 5 Turbo
ProviderGoogleZhipu AI
Context Window1,048,756 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-02-252026-03-15

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Pro Preview Custom Tools

$2.00

GLM 5 Turbo

$1.20

Output Price per Million Tokens

Gemini 3.1 Pro Preview Custom Tools

$12.00

GLM 5 Turbo

$4.00

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/Avs8300.0%
Gemini 3.1 Pro Preview Custom Tools
GLM 5 Turbo
HumanEvalPython coding & logic synthesis
N/Avs8450.0%
Gemini 3.1 Pro Preview Custom Tools
GLM 5 Turbo
MATHComplex mathematical problem solving
N/Avs5800.0%
Gemini 3.1 Pro Preview Custom Tools
GLM 5 Turbo
GPQAGraduate-level expert reasoning
N/Avs4000.0%
Gemini 3.1 Pro Preview Custom Tools
GLM 5 Turbo
HellaSwagCommonsense reasoning and inference
N/Avs8450.0%
Gemini 3.1 Pro Preview Custom Tools
GLM 5 Turbo
MT-BenchMulti-turn conversation flow quality
N/Avs880.0%
Gemini 3.1 Pro Preview Custom Tools
GLM 5 Turbo

Gemini 3.1 Pro Preview Custom Tools Quirks & Gotchas

No developer gotchas reported.

GLM 5 Turbo Quirks & Gotchas

No developer gotchas reported.