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GLM 5.2 vs Grok 4 20 (reasoning)

Compare GLM 5.2 from Z.AI and Grok 4 20 (reasoning) from Grok 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 5.2GrokGrok 4 20 (reasoning)
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
Grok logo
Grok 4 20 (reasoning)
Grok · text, image → text

Grok 4.2 is xAI’s latest large language model, built for strong reasoning, multimodal understanding, and enterprise use. It improves instruction following, honesty, and calibration over earlier Grok versions, while supporting both single‑agent and multi‑agent workflows. Designed as a general‑purpose, truth‑seeking assistant, Grok 4.2 is well suited for research, analysis, coding, and complex professional tasks when deployed with appropriate guardrails.

Input$2 /M
Output$6 /M

Pricing & Specifications

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

GLM 5.2
Grok 4 20 (reasoning)
Input /M
$1.1268
$2
Output /M
$3.9438
$6
Cache read /M
$0.2817
-
Context length
1,000,000
1,000,000
Max output
131,072
0
Time to First Token
0.6 s
0.5 s
Throughput
35.0 tok/s
93.8 tok/s
Modalities
text
textimage
Supported Parameters
thinkingtoolsfunction callingstructured outputs
thinkingtoolsfunction callingstructured outputs
API Formats
chat_completions · claude_api
Released
June 16, 2026
March 9, 2026

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-5.2grok-4-20-reasoning

Tokens / day

-

Requests / day

-

Performance Past 3 Days

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

glm-5.2grok-4-20-reasoning

Throughput (tok/s)

-

TTFT (s)

-

Uptime (%)

-

LMArena Benchmarks

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

Text
glm-5.2grok-4-20-reasoning
1420146015001540
Overall
14731476
Coding
15121512
Math
14701470
Hard prompts
14891489
Instruction following
14491449
Multi-turn
14821482
Creative writing
14471447
Longer query
14641464
Chinese
15031503
English
14781478
WebDev Arena
glm-5.2grok-4-20-reasoning
1360144015201600
Overall
13931604
React
13891389
HTML
13761376
Gaming
13781378
Simulations
13771377
Data analytics
13771377

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
Grok 4 20 (reasoning)
$210 /mo

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

FAQ

Which is cheaper: GLM 5.2, Grok 4 20 (reasoning)?

GLM 5.2: $3.9438/M output tokens; Grok 4 20 (reasoning): $6/M. Use the cost calculator above to estimate your own workload.

Which responds faster?

Grok 4 20 (reasoning): 0.5s time to first token measured on AIHubMix; see the live performance charts above for how each model behaves across the day.

How large is each context window?

GLM 5.2 accepts 1,000,000 and Grok 4 20 (reasoning) accepts 1,000,000 input tokens.

Which one generates tokens faster?

Grok 4 20 (reasoning) at 93.8 tok/s and GLM 5.2 at 35.0 tok/s, measured as output throughput on AIHubMix — a separate metric from time to first token.

What inputs and capabilities does each model support?

GLM 5.2 accepts text input and supports thinking, tool calling, function calling and structured outputs; Grok 4 20 (reasoning) accepts text and image input and supports thinking, tool calling, function calling and structured outputs.

Can I call GLM 5.2 and Grok 4 20 (reasoning) 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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