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GPT-5.2 Codex vs GLM-5

A detailed comparison of GPT-5.2 Codex (OpenAI) and GLM-5 (Zhipu AI) across pricing, performance, and features.

Pricing Comparison

MetricGPT-5.2 CodexGLM-5Difference
Input / 1M tokens$1.75$1.00-43%
Output / 1M tokens$14.00$3.20-77%
Context window200K200K
Max output65.536K128K

Benchmark Comparison

BenchmarkGPT-5.2 CodexGLM-5
MMLU-Pro89%70.4%
HumanEval95.5%91%
GPQA76%72%

Capabilities

CapabilityGPT-5.2 CodexGLM-5
code
reasoning
text
tool-use
vision

GPT-5.2 Codex Strengths

  • Strong coding performance
  • Available via API now
  • 200K context window

GPT-5.2 Codex Weaknesses

  • Being superseded by 5.3
  • Higher output cost than some competitors

GLM-5 Strengths

  • Open-weight (MIT license) — self-hostable
  • 77.8% SWE-Bench Verified — top-tier coding
  • 128K max output — huge generation window

GLM-5 Weaknesses

  • MMLU-Pro lags behind Western flagships
  • 744B parameters — heavy to self-host
  • China-based — availability concerns

Quick Verdict

Best value: GLM-5 is the more affordable option at $1/$3.2 per 1M tokens.

Higher benchmarks: GPT-5.2 Codex scores higher on average across available benchmarks (86.8% avg).

Choose GLM-5 if cost matters most. Choose GPT-5.2 Codex if you need the best possible quality for complex tasks.

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