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Z.ai GLM 5 VS xAI Grok 4.20 Beta

GLM 5 vs Grok 4.20 Beta: 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 14 of 22 task areas we tested; Grok 4.20 Beta takes 8. GLM 5 costs 3.2× less per token ($2.52 vs $8 per 1M).

14
Task areas won
8
49
Avg percentile
36
0
Top-3 finishes
0
$2.52
Price / 1M tokens
$8.0
Z.ai
Provider
xAI

GLM 5 costs 3.2× less per token ($2.52 vs $8 per 1M).

Task by task

Task area GLM 5 Grok 4.20 Beta Winner
Legal & HR #37 / 110
Excellent
#106 / 110
Strong
GLM 5
Translation & Localization #26 / 110
Excellent
#90 / 110
Strong
GLM 5
Knowledge & Docs #24 / 110
Strong
#86 / 110
Usable
GLM 5
Structured Output #94 / 113
Strong
#43 / 113
Excellent
Grok 4.20 Beta
Data & Analytics #43 / 110
Excellent
#91 / 110
Excellent
GLM 5
Summarization & Meeting Notes #48 / 110
Excellent
#95 / 110
Excellent
GLM 5
RAG, Safety & Grounding #47 / 113
Excellent
#93 / 113
Strong
GLM 5
Frontend & Landing Pages #76 / 109
Weak
#32 / 109
Needs editing
Grok 4.20 Beta
Coding #36 / 115
Strong
#77 / 115
Strong
GLM 5
Content & Brand #60 / 124
Strong
#99 / 124
Usable
GLM 5
Research & Competitive Analysis #48 / 110
Strong
#86 / 110
Needs editing
GLM 5
Customer Support #35 / 113
Strong
#72 / 113
Usable
GLM 5
Product & Project Management #58 / 110
Strong
#31 / 110
Excellent
Grok 4.20 Beta
Sales #68 / 110
Usable
#46 / 110
Usable
Grok 4.20 Beta
Creative & Comedy #72 / 110 #92 / 110 GLM 5
Chef / Home Cooking #57 / 126
Usable
#38 / 126
Usable
Grok 4.20 Beta
Investor & Pitch #62 / 66
Usable
#43 / 66
Usable
Grok 4.20 Beta
AI Strategy #66 / 126
Strong
#49 / 126
Strong
Grok 4.20 Beta
Landing Pages #69 / 72
Needs editing
#60 / 72
Usable
Grok 4.20 Beta
Training & Education #67 / 110
Strong
#76 / 110
Strong
GLM 5
Executive Assistant #62 / 112
Strong
#69 / 112
Strong
GLM 5
Presentations & Decks #49 / 110
Excellent
#56 / 110
Strong
GLM 5

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

Frequently asked

Is GLM 5 better than Grok 4.20 Beta?

Across 22 task areas we benchmarked, GLM 5 ranks higher in 14 and Grok 4.20 Beta in 8.

Which is cheaper, GLM 5 or Grok 4.20 Beta?

GLM 5 costs 3.2× less per token ($2.52 vs $8 per 1M).

What is GLM 5 better at?

GLM 5 out-ranks Grok 4.20 Beta at Legal & HR, Translation & Localization, Knowledge & Docs.

What is Grok 4.20 Beta better at?

Grok 4.20 Beta out-ranks GLM 5 at Structured Output, Frontend & Landing Pages, Product & Project Management.

Full GLM 5 review → Full Grok 4.20 Beta 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