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DeepSeek V3.1 vs GLM 5

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 DeepSeek V3.1 and GLM 5.

DeepSeek

DeepSeek V3.1

DeepSeek-V3.1 is a large hybrid reasoning model (671B parameters, 37B active) that supports both thinking and non-thinking modes via prompt templates. It extends the DeepSeek-V3 base with a two-phase long-context...

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Zhipu AI

GLM 5

GLM-5 is Z.aiโ€™s flagship open-source foundation model engineered for complex systems design and long-horizon agent workflows. Built for expert developers, it delivers production-grade performance on large-scale programming tasks, rivaling leading...

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Technical Specifications

SpecificationDeepSeek V3.1GLM 5
ProviderDeepSeekZhipu AI
Context Window163,840 tokens202,752 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment Modelself hostablemanaged api
Production Stabilitystablestable
API AvailableYesYes
Released Date2025-08-212026-02-11

API Pricing Comparison

Input Price per Million Tokens

DeepSeek V3.1

$0.21

GLM 5

$0.60

Output Price per Million Tokens

DeepSeek V3.1

$0.79

GLM 5

$1.92

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/Avs8650.0%
DeepSeek V3.1
GLM 5
HumanEvalPython coding & logic synthesis
N/Avs8700.0%
DeepSeek V3.1
GLM 5
MATHComplex mathematical problem solving
N/Avs7400.0%
DeepSeek V3.1
GLM 5
GPQAGraduate-level expert reasoning
N/Avs4800.0%
DeepSeek V3.1
GLM 5
HellaSwagCommonsense reasoning and inference
N/Avs8700.0%
DeepSeek V3.1
GLM 5
MT-BenchMulti-turn conversation flow quality
N/Avs910.0%
DeepSeek V3.1
GLM 5

DeepSeek V3.1 Quirks & Gotchas

No developer gotchas reported.

GLM 5 Quirks & Gotchas

No developer gotchas reported.