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GLM 4.6 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 4.6 and GPT-5.5 Pro.

Zhipu AI

GLM 4.6

Compared with GLM-4.5, this generation brings several key improvements: Longer context window: The context window has been expanded from 128K to 200K tokens, enabling the model to handle more complex...

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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 4.6GPT-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 Date2025-09-302026-04-24

API Pricing Comparison

Input Price per Million Tokens

GLM 4.6

$0.43

GPT-5.5 Pro

$30.00

Output Price per Million Tokens

GLM 4.6

$1.74

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
N/Avs9650.0%
GLM 4.6
GPT-5.5 Pro
HumanEvalPython coding & logic synthesis
N/Avs9820.0%
GLM 4.6
GPT-5.5 Pro
MATHComplex mathematical problem solving
N/Avs9600.0%
GLM 4.6
GPT-5.5 Pro
GPQAGraduate-level expert reasoning
N/Avs8910.0%
GLM 4.6
GPT-5.5 Pro
HellaSwagCommonsense reasoning and inference
N/Avs9940.0%
GLM 4.6
GPT-5.5 Pro
MT-BenchMulti-turn conversation flow quality
N/Avs990.0%
GLM 4.6
GPT-5.5 Pro

GLM 4.6 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