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Elephant Alpha vs Z.ai: GLM 4.7 Flash

Last updated at: 2026-05-29

Metric Elephant Alpha Elephant Alpha none Release: 2026-04-14 GLM 4.7 Flash GLM 4.7 Flash medium Release: 2026-01-19
Score 5.2 4.5
Rank #136 #154
Reliability N/A 10.0
Consistency 9.6 6.7
Tests Correct
Attempt pass rate 29.8% 35.0%
Flaky tests 1 8
Total Runs 60 60
Cost per result 0.000 1.337
Total Cost $0.000 $0.054
Input Price $0.000 / 1M $0.060 / 1M
Output Price $0.000 / 1M $0.400 / 1M
Output Tokens 2,573 43,754
Reasoning Tokens 0 89,079
Response Time (avg) 1.22s 35.10s
Response Time (max) 3.81s 174.55s
Response Time (total) 22.03s 456.24s

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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) Output Tokens Reasoning Tokens
Elephant Alpha 6.6 10.0 50.0% 0 963ms 610 0
GLM 4.7 Flash 4.7 5.9 41.7% 2 14.95s 1,122 6,110
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 4.7 6.7 33.3% 1 1.39s 375 0
GLM 4.7 Flash 3.4 6.0 16.7% 1 55.33s 4,981 22,387
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 3.0 10.0 0.0% 0 3.81s 731 0
GLM 4.7 Flash 2.8 2.1 33.3% 1 65.57s 2,585 20,648
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 6.5 10.0 50.0% 0 1.04s 246 0
GLM 4.7 Flash 6.3 10.0 50.0% 0 1.51s 584 2,755
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 3.0 10.0 0.0% 0 927ms 24 0
GLM 4.7 Flash 3.5 4.4 33.3% 2 174.55s 33,000 25,394
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 4.0 10.0 0.0% 0 854ms 106 0
GLM 4.7 Flash 3.6 9.7 0.0% 0 18.14s 18 2,138
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 9.8 10.0 100.0% 0 1.03s 81 0
GLM 4.7 Flash 6.2 5.8 66.7% 1 2.97s 388 2,181
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 4.2 10.0 0.0% 0 807ms 170 0
GLM 4.7 Flash 2.9 7.2 11.1% 1 12.93s 781 5,255
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 3.0 10.0 0.0% 0 2.79s 230 0
GLM 4.7 Flash 10.0 10.0 100.0% 0 15.95s 224 1,014
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 0.0 0.0 0.0% 0 0ms 0 0
GLM 4.7 Flash 3.0 10.0 0.0% 0 11.13s 71 1,197

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