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GLM 5.2 vs unsloth/gemma-3-12b-it

Compare GLM 5.2 from Z.AI and unsloth/gemma-3-12b-it from Google 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 5.2Googleunsloth/gemma-3-12b-it
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
Google logo
unsloth/gemma-3-12b-it
Google · → text

Provided by chutes.ai.

Input$0.2 /M
Output$0.8 /M

Pricing & Specifications

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

GLM 5.2
unsloth/gemma-3-12b-it
Input /M
$1.1268
$0.2
Output /M
$3.9438
$0.8
Cache read /M
$0.2817
-
Context length
1,000,000
0
Max output
131,072
0
Time to First Token
0.7 s
-
Throughput
37.0 tok/s
-
Modalities
text
Supported Parameters
thinkingtoolsfunction callingstructured outputs
API Formats
chat_completions · claude_api
Released
June 16, 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-5.2unsloth/gemma-3-12b-it

Tokens / day

-

Requests / day

-

Performance Past 3 Days

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

glm-5.2unsloth/gemma-3-12b-it

Throughput (tok/s)

-

TTFT (s)

-

Uptime (%)

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LMArena Benchmarks

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

Text
glm-5.2unsloth/gemma-3-12b-it
13001360142014801540
Overall
13421472
Coding
13171509
Math
13181476
Hard prompts
13321492
Instruction following
13211465
Multi-turn
13441469
Creative writing
13341451
Longer query
13451482
Chinese
15171517
English
13491480

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.

unsloth/gemma-3-12b-it
$24.00 /mo
GLM 5.2
$127 /mo

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

FAQ

Which is cheaper: GLM 5.2, unsloth/gemma-3-12b-it?

unsloth/gemma-3-12b-it: $0.8/M output tokens; GLM 5.2: $3.9438/M. Use the cost calculator above to estimate your own workload.

How do their coding arena scores compare?

GLM 5.2: 1509; unsloth/gemma-3-12b-it: 1317 (LMArena coding leaderboard).

Can I call GLM 5.2 and unsloth/gemma-3-12b-it 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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