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GLM 5.1 vs GPT-5.5 Pro

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 GLM 5.1 and GPT-5.5 Pro.

Zhipu AI

GLM 5.1

GLM-5.1 delivers a major leap in coding capability, with particularly significant gains in handling long-horizon tasks. Unlike previous models built around minute-level interactions, GLM-5.1 can work independently and continuously on...

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OpenAI

GPT-5.5 Pro

GPT-5.5 Pro is OpenAI’s high-capability model optimized for deep reasoning and accuracy on complex, high-stakes workloads. It features a 1M+ token context window (922K input, 128K output) with support for...

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Technical Specifications

SpecificationGLM 5.1GPT-5.5 Pro
ProviderZhipu AIOpenAI
Context Window202,752 tokens1,050,000 tokens
Agent SuitabilityN/A98/100
Time to First Token (TTFT)N/A450 ms
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2026-04-072026-04-24

API Pricing Comparison

Input Price per Million Tokens

GLM 5.1

$0.97

GPT-5.5 Pro

$30.00

Output Price per Million Tokens

GLM 5.1

$3.04

GPT-5.5 Pro

$180.00

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
8800.0%vs9650.0%
GLM 5.1
GPT-5.5 Pro
HumanEvalPython coding & logic synthesis
8950.0%vs9820.0%
GLM 5.1
GPT-5.5 Pro
MATHComplex mathematical problem solving
7700.0%vs9600.0%
GLM 5.1
GPT-5.5 Pro
GPQAGraduate-level expert reasoning
5100.0%vs8910.0%
GLM 5.1
GPT-5.5 Pro
HellaSwagCommonsense reasoning and inference
8850.0%vs9940.0%
GLM 5.1
GPT-5.5 Pro
MT-BenchMulti-turn conversation flow quality
920.0%vs990.0%
GLM 5.1
GPT-5.5 Pro

GLM 5.1 Quirks & Gotchas

No developer gotchas reported.

GPT-5.5 Pro Quirks & Gotchas

  • Best-in-class instruction following for complex agentic chains
  • Premium pricing — use GPT-5 for cost-sensitive workloads