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Tencent: Hy3 preview vs xAI: Grok 4.20

Last updated at: 2026-05-22

Metric Hy3 preview Hy3 preview high Release: 2026-04-22 Grok 4.20 Grok 4.20 none Release: 2026-03-31
Score 8.0 5.4
Rank #22 #120
Reliability 10.0 N/A
Consistency 9.5 9.5
Tests Correct
Attempt pass rate 77.1% 35.2%
Flaky tests 1 1
Total Runs 60 54
Cost per result 0.000 1.574
Total Cost $0.000 $0.095
Input Price $0.066 / 1M $1.250 / 1M
Output Price $0.260 / 1M $2.500 / 1M
Output Tokens 216,503 1,967
Reasoning Tokens 0 0
Response Time (avg) 56.77s 1.11s
Response Time (max) 149.94s 6.04s
Response Time (total) 851.49s 20.02s

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Score vs Total Cost

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Score vs Response Time (avg)

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Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 8.9 10.0 100.0% 0 15.12s 6,839 0
Grok 4.20 4.8 10.0 25.0% 0 501ms 267 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 10.0 10.0 100.0% 0 99.76s 38,167 0
Grok 4.20 3.4 9.3 0.0% 0 1.22s 312 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 10.0 10.0 100.0% 0 113.09s 31,319 0
Grok 4.20 3.0 10.0 0.0% 0 6.04s 282 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 6.5 10.0 50.0% 0 12.11s 4,323 0
Grok 4.20 10.0 10.0 100.0% 0 522ms 207 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 5.3 7.2 44.4% 1 109.04s 87,559 0
Grok 4.20 3.0 10.0 0.0% 0 687ms 325 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 0.0 0.0 0.0% 0 0ms 0 0
Grok 4.20 4.8 10.0 0.0% 0 659ms 83 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 9.9 10.0 100.0% 0 34.02s 13,331 0
Grok 4.20 6.3 10.0 50.0% 0 455ms 60 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 10.0 10.0 100.0% 0 29.74s 15,503 0
Grok 4.20 5.3 7.2 44.4% 1 487ms 242 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 10.0 10.0 100.0% 0 78.83s 10,370 0
Grok 4.20 10.0 10.0 100.0% 0 4.63s 189 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Hy3 preview 3.0 10.0 0.0% 0 47.71s 9,092 0
Grok 4.20 - - - - - - - -

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