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xAI: Grok 4.5 vs Z.ai: GLM 5

Summary

Grok 4.5 (low) vs GLM 5 (medium) benchmark comparison: GLM 5 (medium) leads on average score with 8.6 vs 7.8. GLM 5 (medium) has the lower benchmark cost at $0.228 vs $0.760. Grok 4.5 (low) is faster at 15.48s vs 33.54s, with pass rates of 74.6% vs 82.5%.

Recommended model: GLM 5 (medium) - It has the best score here (8.6), while costing about 3.3x less than Grok 4.5 (low).

Last updated at: 2026-07-10

Metric Grok 4.5 Grok 4.5 low Release: 2026-07-08 GLM 5 GLM 5 medium Release: 2026-02-12
Score 7.8 8.6
Rank #40 #18
Reliability 10.0 10.0
Consistency 9.7 8.5
Tests Correct
Attempt pass rate 74.6% 82.5%
Flaky tests 1 4
Total Runs 63 63
Cost per result 5.061 1.668
Total Cost $0.760 $0.228
Input Price $2.000 / 1M $0.600 / 1M
Output Price $6.000 / 1M $1.920 / 1M
Total Input Tokens 58,652 35,224
Output Tokens 1,735 21,570
Reasoning Tokens 105,233 102,996
Response Time (avg) 15.48s 33.54s
Response Time (max) 205.28s 99.85s
Response Time (total) 324.98s 435.99s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#40 xAI: Grok 4.5

low
Cost
$0.011
Time
12.4s
Tokens
2,018 tok

#18 GLM 5

medium
Cost
$0.005
Time
20.7s
Tokens
2,068 tok

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 10.0 10.0 100.0% 0 2.75s 2,991 261 3,000
GLM 5 10.0 10.0 100.0% 0 23.66s 555 480 7,056
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 10.0 10.0 100.0% 0 13.72s 9,579 303 15,641
GLM 5 10.0 10.0 100.0% 0 74.30s 7,254 2,997 52,930
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 3.0 10.0 0.0% 0 8.16s 15,084 261 2,370
GLM 5 10.0 10.0 100.0% 0 28.96s 12,804 662 3,242
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 10.0 10.0 100.0% 0 3.44s 8,937 225 2,549
GLM 5 7.1 5.6 83.3% 1 8.90s 5,508 567 3,734
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 3.0 10.0 0.0% 0 72.64s 2,514 14 70,275
GLM 5 3.5 4.4 33.3% 2 0ms 260 13,176 14,137
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 6.1 3.1 66.7% 1 4.88s 1,077 98 1,253
GLM 5 6.1 3.1 66.7% 1 14.69s 477 2,020 2,248
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 9.8 10.0 100.0% 0 2.80s 1,857 57 1,878
GLM 5 10.0 10.0 100.0% 0 7.25s 636 1,001 2,129
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 10.0 10.0 100.0% 0 3.20s 2,430 217 2,590
GLM 5 10.0 10.0 100.0% 0 11.33s 609 33 4,076
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 10.0 10.0 100.0% 0 5.83s 13,394 284 871
GLM 5 10.0 10.0 100.0% 0 15.93s 6,935 233 994
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Grok 4.5 3.0 10.0 0.0% 0 13.98s 789 15 4,806
GLM 5 3.0 10.0 0.0% 0 67.37s 186 401 12,450

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