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Gemini 3.1 Pro Preview 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 and GLM 5 Turbo.

Google

Gemini 3.1 Pro Preview

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...

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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 PreviewGLM 5 Turbo
ProviderGoogleZhipu AI
Context Window1,048,576 tokens262,144 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelmanaged apimanaged api
Production Stabilitybetastable
API AvailableYesYes
Released Date2026-02-192026-03-15

API Pricing Comparison

Input Price per Million Tokens

Gemini 3.1 Pro Preview

$2.00

GLM 5 Turbo

$1.20

Output Price per Million Tokens

Gemini 3.1 Pro Preview

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

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.

GLM 5 Turbo Quirks & Gotchas

No developer gotchas reported.