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Elephant Alpha vs Z.ai: GLM 4.7 Flash

Last updated at: 2026-05-29

Metric Elephant Alpha Elephant Alpha medium Release: 2026-04-14 GLM 4.7 Flash GLM 4.7 Flash none Release: 2026-01-19
Score 5.4 5.6
Rank #127 #118
Reliability N/A 10.0
Consistency 9.6 8.7
Tests Correct
Attempt pass rate 33.3% 38.3%
Flaky tests 1 3
Total Runs 60 60
Cost per result 0.000 0.053
Total Cost $0.000 $0.004
Input Price $0.000 / 1M $0.060 / 1M
Output Price $0.000 / 1M $0.400 / 1M
Output Tokens 2,596 2,515
Reasoning Tokens 0 0
Response Time (avg) 1.27s 3.01s
Response Time (max) 3.70s 7.05s
Response Time (total) 22.82s 39.12s

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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 1.19s 815 0
GLM 4.7 Flash 5.2 7.9 41.7% 1 5.51s 438 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 4.0 6.7 16.7% 1 1.30s 365 0
GLM 4.7 Flash 5.0 10.0 0.0% 0 3.35s 644 0
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 3.70s 562 0
GLM 4.7 Flash 3.0 10.0 0.0% 0 3.22s 704 0
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 979ms 246 0
GLM 4.7 Flash 7.3 5.8 83.3% 1 4.82s 196 0
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 925ms 24 0
GLM 4.7 Flash 7.7 10.0 66.7% 0 744ms 19 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 4.3 10.0 0.0% 0 920ms 105 0
GLM 4.7 Flash 4.0 10.0 0.0% 0 1.59s 134 0
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 987ms 82 0
GLM 4.7 Flash 6.5 10.0 50.0% 0 888ms 62 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Elephant Alpha 5.3 10.0 33.3% 0 868ms 166 0
GLM 4.7 Flash 6.4 10.0 33.3% 0 1.20s 97 0
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 2.83s 231 0
GLM 4.7 Flash 2.8 1.6 33.3% 1 7.05s 212 0
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 692ms 9 0

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