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GLM 5.2 vs GPT 4 32K

Compare GLM 5.2 from Z.AI and GPT 4 32K from OpenAI on key metrics including benchmarks, price, context length, and other model features. Access both models and hundreds of others through the AIHubMix API.

Z.AIGLM 5.2OpenAIGPT 4 32K
Z.AI logo
GLM 5.2
Z.AI · text → text

GLM-5.2 is Z.ai’s flagship model for the era of long-horizon tasks. With a truly usable 1M-token context window, it can handle project-level engineering context, execute long-running tasks more reliably, follow engineering standards more consistently, and complete the full development workflow from requirements to multi-platform deployment in a single task.

Input$1.1268 /M
Output$3.9438 /M
Cache read$0.2817 /M
OpenAI logo
GPT 4 32K
OpenAI · → text

The smartest version of GPT-4; OpenAI no longer offers it officially. All the 32k versions on this site are provided by Microsoft, deployed on Azure OpenAI by the official Microsoft service.

Input$60 /M
Output$120 /M

Pricing & Specifications

Prices are per million tokens. Time to First Token and throughput are rolling averages measured on AIHubMix.

GLM 5.2
GPT 4 32K
Input /M
$1.1268
$60
Output /M
$3.9438
$120
Cache read /M
$0.2817
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Context length
1,000,000
0
Max output
131,072
0
Time to First Token
0.8 s
-
Throughput
33.0 tok/s
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Modalities
text
Supported Parameters
thinkingtoolsfunction callingstructured outputs
API Formats
chat_completions · claude_api
Released
June 16, 2026
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Promotional prices show the discounted rate; see each model page for promotion windows.

Activity Past 30 Days

Daily traffic served through AIHubMix — how demand for each model is trending.

glm-5.2gpt-4-32k

Tokens / day

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Requests / day

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Performance Past 3 Days

Measured on real AIHubMix traffic, hourly buckets. Gaps mean no traffic in that hour.

glm-5.2gpt-4-32k

Throughput (tok/s)

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TTFT (s)

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Uptime (%)

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LMArena Benchmarks

LMArena ratings by capability (Bradley-Terry, commonly called Elo). Higher is better.

Text
glm-5.2gpt-4-32k
1220130013801460
Overall
12871476
Coding
13291329
Math
12831283
Hard prompts
13051305
Instruction following
12831283
Multi-turn
12721272
Creative writing
12541254
Longer query
12761276
Chinese
12861286
English
13011301

Source: LMArena (arena.ai) leaderboard, imported by AIHubMix. Models without published ratings are omitted per chart.

Cost calculator

Estimate your monthly bill for the same workload on each model.

GLM 5.2
$127 /mo
GPT 4 32K
$5,400 /mo

Monthly = daily × 30. Discounted rates applied where a promotion is active.

FAQ

Which is cheaper: GLM 5.2, GPT 4 32K?

GLM 5.2: $3.9438/M output tokens; GPT 4 32K: $120/M. Use the cost calculator above to estimate your own workload.

Can I call GLM 5.2 and GPT 4 32K with the same API key?

Yes. AIHubMix serves every model on this page behind one OpenAI-compatible endpoint, so switching between them is a one-line change to the model field — no second account, key or SDK.

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