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Google Gemini 3.1 Flash Lite VS Z.ai GLM 5

Gemini 3.1 Flash Lite vs GLM 5: 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 wins 12 of 22 task areas we tested; Gemini 3.1 Flash Lite takes 10. Gemini 3.1 Flash Lite costs 1.4× less per token ($1.75 vs $2.52 per 1M).

10
Task areas won
12
53
Avg percentile
49
0
Top-3 finishes
0
$1.75
Price / 1M tokens
$2.52
Google
Provider
Z.ai

Gemini 3.1 Flash Lite costs 1.4× less per token ($1.75 vs $2.52 per 1M).

Task by task

Task area Gemini 3.1 Flash Lite GLM 5 Winner
Frontend & Landing Pages #10 / 109
Usable
#76 / 109
Weak
Gemini 3.1 Flash Lite
Structured Output #36 / 113
Excellent
#94 / 113
Strong
Gemini 3.1 Flash Lite
Legal & HR #86 / 110
Strong
#37 / 110
Excellent
GLM 5
Executive Assistant #101 / 112
Usable
#62 / 112
Strong
GLM 5
Summarization & Meeting Notes #13 / 110
Excellent
#48 / 110
Excellent
Gemini 3.1 Flash Lite
Training & Education #33 / 110
Excellent
#67 / 110
Strong
Gemini 3.1 Flash Lite
Presentations & Decks #80 / 110
Strong
#49 / 110
Excellent
GLM 5
Product & Project Management #29 / 110
Excellent
#58 / 110
Strong
Gemini 3.1 Flash Lite
Landing Pages #43 / 72
Strong
#69 / 72
Needs editing
Gemini 3.1 Flash Lite
Coding #58 / 115
Strong
#36 / 115
Strong
GLM 5
Customer Support #54 / 113
Strong
#35 / 113
Strong
GLM 5
Investor & Pitch #44 / 66
Usable
#62 / 66
Usable
Gemini 3.1 Flash Lite
Content & Brand #43 / 124
Strong
#60 / 124
Strong
Gemini 3.1 Flash Lite
Chef / Home Cooking #70 / 126
Usable
#57 / 126
Usable
GLM 5
Creative & Comedy #85 / 110 #72 / 110 GLM 5
Translation & Localization #39 / 110
Excellent
#26 / 110
Excellent
GLM 5
AI Strategy #54 / 126
Strong
#66 / 126
Strong
Gemini 3.1 Flash Lite
RAG, Safety & Grounding #58 / 113
Excellent
#47 / 113
Excellent
GLM 5
Knowledge & Docs #33 / 110
Strong
#24 / 110
Strong
GLM 5
Research & Competitive Analysis #56 / 110
Usable
#48 / 110
Strong
GLM 5
Data & Analytics #44 / 110
Excellent
#43 / 110
Excellent
GLM 5
Sales #67 / 110
Usable
#68 / 110
Usable
Gemini 3.1 Flash Lite

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

Frequently asked

Is Gemini 3.1 Flash Lite better than GLM 5?

Across 22 task areas we benchmarked, GLM 5 ranks higher in 12 and Gemini 3.1 Flash Lite in 10.

Which is cheaper, Gemini 3.1 Flash Lite or GLM 5?

Gemini 3.1 Flash Lite costs 1.4× less per token ($1.75 vs $2.52 per 1M).

What is Gemini 3.1 Flash Lite better at?

Gemini 3.1 Flash Lite out-ranks GLM 5 at Frontend & Landing Pages, Structured Output, Summarization & Meeting Notes.

What is GLM 5 better at?

GLM 5 out-ranks Gemini 3.1 Flash Lite at Legal & HR, Executive Assistant, Presentations & Decks.

Full Gemini 3.1 Flash Lite review → Full GLM 5 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