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Anthropic: Claude Sonnet 4.6 vs xAI: Grok 4.1 Fast

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

Summary

Metric Anthropic: Claude Sonnet 4.6 none Release: Unknown release date xAI: Grok 4.1 Fast none Release: Unknown release date
Rank #14 #38
Score 6.36 3.00
Consistency 9.50 8.69
Cost per result 1.325 0.176
Total Cost $0.106 $0.006
Tests Correct
Wrong Tests 6 11
Attempt pass rate 59.5% 28.6%
Flaky tests 1 2
Output Tokens 2,637 931
Reasoning Tokens 0 0

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Sonnet 4.6 4.00 10.00 33.3% 0 1,199 0
xAI: Grok 4.1 Fast 1.33 10.00 0.0% 0 229 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Sonnet 4.6 10.00 10.00 100.0% 0 252 0
xAI: Grok 4.1 Fast 10.00 10.00 100.0% 0 180 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Sonnet 4.6 7.00 10.00 66.7% 0 54 0
xAI: Grok 4.1 Fast 4.00 7.21 55.6% 1 15 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Sonnet 4.6 5.50 10.00 50.0% 0 90 0
xAI: Grok 4.1 Fast 1.00 10.00 0.0% 0 66 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Sonnet 4.6 5.00 7.68 44.4% 1 595 0
xAI: Grok 4.1 Fast 1.00 9.48 0.0% 0 233 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Anthropic: Claude Sonnet 4.6 10.00 10.00 100.0% 0 447 0
xAI: Grok 4.1 Fast 1.00 1.62 33.3% 1 208 0

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