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Anthropic: Claude Sonnet 4.6 vs HY3 Preview

Last updated at: 2026-04-23

Metric Claude Sonnet 4.6 Claude Sonnet 4.6 none Release: 2026-02-17 HY3 Preview HY3 Preview medium Release: 2026-04-22 Free Available
Score 7.4 8.1
Rank #47 #27
Consistency 9.6 9.6
Tests Correct
Attempt pass rate 64.8% 74.1%
Flaky tests 1 1
Total Runs 54 54
Cost per result 2.376 0.000
Total Cost $0.262 $0.000
Input Price $3.000 / 1M $0.000 / 1M
Output Price $15.000 / 1M $0.000 / 1M
Output Tokens 7,433 65,057
Reasoning Tokens 0 0
Response Time (avg) 4.98s 14.63s
Response Time (max) 23.84s 46.04s
Response Time (total) 54.83s 248.72s

Top Models by Score

Score vs Total Cost

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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
Claude Sonnet 4.6 4.8 10.0 25.0% 0 2.94s 1,214 0
HY3 Preview 10.0 10.0 100.0% 0 6.59s 5,955 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.67s 523 0
HY3 Preview 10.0 10.0 100.0% 0 31.37s 8,054 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 9.5 10.0 100.0% 0 23.84s 3,766 0
HY3 Preview 10.0 10.0 100.0% 0 46.04s 12,018 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 3.43s 252 0
HY3 Preview 6.5 10.0 50.0% 0 5.25s 930 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 3.54s 413 0
HY3 Preview 5.3 10.0 33.3% 0 22.30s 22,527 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.1 3.1 66.7% 1 2.56s 192 0
HY3 Preview 10.0 10.0 100.0% 0 16.84s 2,448 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 6.5 10.0 50.0% 0 1.96s 90 0
HY3 Preview 10.0 10.0 100.0% 0 6.16s 2,967 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 7.7 10.0 66.7% 0 2.92s 536 0
HY3 Preview 5.3 7.4 44.4% 1 9.55s 7,062 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.11s 447 0
HY3 Preview 10.0 10.0 100.0% 0 15.02s 3,096 0

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