Models

GLM 5.2 vs Grok 4 Fast (reasoning)

Compare GLM 5.2 from Z.AI and Grok 4 Fast (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 Fast (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$1.13 /M
Output$3.94 /M
Grok logo
Grok 4 Fast (reasoning)
Grok · text, image → text

Grok-4-fast is a cost-effective inference model developed by xAI that delivers cutting-edge performance with excellent token efficiency. The model features a 2 million token context window, advanced Web and X search capabilities, and a unified architecture supporting both "inference" and "non-inference" modes. Compared to Grok 4, it reduces thinking tokens by an average of 40% and lowers the price by 98% while achieving the same performance.

Input$0.20 /M
Output$0.50 /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 Fast (reasoning)
Input /M
$1.13
$0.20
Output /M
$3.94
$0.50
Cache read /M
$0.28
$0.05
Context length
1,000,000
2,000,000
Max output
128,000
30,000
Time to First Token
1.1 s
2.7 s
Throughput
33.4 tok/s
136.9 tok/s
Modalities
text
textimage
Supported Parameters
thinkingtoolsfunction callingstructured outputs
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-5.2grok-4-fast-reasoning

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-5.2grok-4-fast-reasoning

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-5.2grok-4-fast-reasoning
1360142014801540
Overall
14041470
Coding
14371505
Math
14121475
Hard prompts
14131488
Instruction following
13881462
Multi-turn
14061470
Creative writing
13811450
Longer query
14121479
Chinese
14431516
English
14141477
WebDev Arena
glm-5.2grok-4-fast-reasoning
1120126014001540
Overall
11501582
React
15941594
HTML
11571537
Gaming
16171617
Simulations
16061606
Data analytics
15421542

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.

Grok 4 Fast (reasoning)
$19.50 /mo
GLM 5.2
$127 /mo

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

FAQ

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

Grok 4 Fast (reasoning): $0.50/M output tokens; GLM 5.2: $3.94/M. Use the cost calculator above to estimate your own workload.

How do their coding arena scores compare?

GLM 5.2: 1505; Grok 4 Fast (reasoning): 1437 (LMArena coding leaderboard).

Which responds faster?

GLM 5.2: 1.1s 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 Fast (reasoning) accepts 2,000,000 input tokens. Maximum output per request is 128,000 tokens on GLM 5.2 and 30,000 tokens on Grok 4 Fast (reasoning).

Which one generates tokens faster?

Grok 4 Fast (reasoning) at 136.9 tok/s and GLM 5.2 at 33.4 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 Fast (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 Fast (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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