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Google Gemini 3 Flash Preview VS Z.ai GLM 5.2

Gemini 3 Flash Preview vs GLM 5.2: which wins at real work?

22 task areas · same graded test runs · rank comparison only, so 0–100 and Elo collections never mix raw scores.

GLM 5.2 wins 17 of 22 task areas we tested; Gemini 3 Flash Preview takes 5. Gemini 3 Flash Preview costs 1.1× less per token ($3.5 vs $3.76 per 1M).

5
Task areas won
17
60
Avg percentile
74
1
Top-3 finishes
0
$3.5
Price / 1M tokens
$3.76
Google
Provider
Z.ai

Gemini 3 Flash Preview costs 1.1× less per token ($3.5 vs $3.76 per 1M).

Task by task

Task area Gemini 3 Flash Preview GLM 5.2 Winner
Product & Project Management #69 / 110
Strong
#11 / 110
Excellent
GLM 5.2
Summarization & Meeting Notes #61 / 110
Excellent
#9 / 110
Excellent
GLM 5.2
Executive Assistant #92 / 112
Usable
#43 / 112
Strong
GLM 5.2
Translation & Localization #67 / 110
Excellent
#28 / 110
Excellent
GLM 5.2
Knowledge & Docs #49 / 110
Usable
#21 / 110
Strong
GLM 5.2
Presentations & Decks #52 / 110
Excellent
#25 / 110
Excellent
GLM 5.2
Investor & Pitch #47 / 66
Usable
#24 / 66
Strong
GLM 5.2
Research & Competitive Analysis #71 / 110
Usable
#50 / 110
Usable
GLM 5.2
Chef / Home Cooking #39 / 126
Usable
#59 / 126
Usable
Gemini 3 Flash Preview
Content & Brand #39 / 124
Strong
#19 / 124
Strong
GLM 5.2
Customer Support #34 / 113
Strong
#16 / 113
Strong
GLM 5.2
Training & Education #11 / 110
Excellent
#29 / 110
Excellent
Gemini 3 Flash Preview
Frontend & Landing Pages #1 / 109
Usable
#18 / 109
Needs editing
Gemini 3 Flash Preview
Legal & HR #47 / 110
Excellent
#36 / 110
Excellent
GLM 5.2
Landing Pages #35 / 72
Strong
#26 / 72
Strong
GLM 5.2
Structured Output #34 / 113
Excellent
#25 / 113
Excellent
GLM 5.2
RAG, Safety & Grounding #13 / 113
Excellent
#6 / 113
Excellent
GLM 5.2
Data & Analytics #47 / 110
Excellent
#41 / 110
Excellent
GLM 5.2
Creative & Comedy #51 / 110 #46 / 110 GLM 5.2
AI Strategy #38 / 126
Strong
#34 / 126
Strong
GLM 5.2
Sales #35 / 110
Usable
#39 / 110
Usable
Gemini 3 Flash Preview
Coding #22 / 115
Strong
#23 / 115
Strong
Gemini 3 Flash Preview

Rank = position among every model config we tested in that task area (lower is better). Sorted by biggest gap first.

Frequently asked

Is Gemini 3 Flash Preview better than GLM 5.2?

Across 22 task areas we benchmarked, GLM 5.2 ranks higher in 17 and Gemini 3 Flash Preview in 5.

Which is cheaper, Gemini 3 Flash Preview or GLM 5.2?

Gemini 3 Flash Preview costs 1.1× less per token ($3.5 vs $3.76 per 1M).

What is Gemini 3 Flash Preview better at?

Gemini 3 Flash Preview out-ranks GLM 5.2 at Chef / Home Cooking, Training & Education, Frontend & Landing Pages.

What is GLM 5.2 better at?

GLM 5.2 out-ranks Gemini 3 Flash Preview at Product & Project Management, Summarization & Meeting Notes, Executive Assistant.

Full Gemini 3 Flash Preview review → Full GLM 5.2 review → Full model leaderboard →

More comparisons

This page is Spring Prompt, running in public

We just did this for every model. Do it for your prompt.

The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.

  • Generate test cases from your prompt — no eval set required to start.
  • Compare models side by side with quality, cost and latency in one matrix.
  • Optimise the winner until the scores say it's ready to ship.
Experiment · Cold outreach email

Prompt × model results

12 test cases · 3 evals
Claude Opus
GPT-5
Gemini
v1
7.1
6.8
7.4
v2
8.3
7.9
8.0
v3
9.2
8.6
8.4
Best combo: v3 × Claude Opus
9.2 quality · $0.004/run · 1.8s