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StepFun: Step 3.5 Flash vs Z.ai: GLM 4.7 Flash

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Last updated at : 2026-02-27 15:16

Summary

Metric StepFun: Step 3.5 Flash medium Release: Unknown release date Free Available Z.ai: GLM 4.7 Flash medium Release: Unknown release date
Rank #11 #31
Score 7.00 4.14
Consistency 8.32 6.42
Cost per result 0.000 0.227
Total Cost $0.000 $0.012
Tests Correct
Wrong Tests 5 9
Attempt pass rate 73.8% 52.4%
Flaky tests 3 6
Output Tokens 60,502 8,003
Reasoning Tokens 117,044 22,680

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 13,924 17,208
Z.ai: GLM 4.7 Flash 4.00 4.48 55.6% 2 1,085 5,597
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 535 11,548
Z.ai: GLM 4.7 Flash 10.00 10.00 100.0% 0 1,073 4,920
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
StepFun: Step 3.5 Flash 4.00 7.21 44.4% 1 40,942 74,237
Z.ai: GLM 4.7 Flash 1.00 4.41 33.3% 2 4,499 4,743
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 2,121 3,274
Z.ai: GLM 4.7 Flash 5.00 5.81 66.7% 1 380 2,141
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
StepFun: Step 3.5 Flash 2.00 4.96 33.3% 2 2,705 6,975
Z.ai: GLM 4.7 Flash 1.00 7.20 11.1% 1 742 4,265
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 275 3,802
Z.ai: GLM 4.7 Flash 10.00 10.00 100.0% 0 224 1,014

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