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Anthropic: Claude Sonnet 4.6 vs LiquidAI: LFM2-24B-A2B

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

Summary

Metric Anthropic: Claude Sonnet 4.6 none Release: Unknown release date LiquidAI: LFM2-24B-A2B none Release: Unknown release date
Rank #14 #39
Score 6.36 2.43
Consistency 9.50 8.91
Cost per result 1.325 0.045
Total Cost $0.106 $0.001
Tests Correct
Wrong Tests 6 13
Attempt pass rate 59.5% 16.7%
Flaky tests 1 2
Output Tokens 2,637 1,125
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
LiquidAI: LFM2-24B-A2B 1.00 9.81 0.0% 0 490 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
LiquidAI: LFM2-24B-A2B 1.00 10.00 0.0% 0 219 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
LiquidAI: LFM2-24B-A2B 4.00 7.21 55.6% 1 30 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
LiquidAI: LFM2-24B-A2B 3.00 10.00 0.0% 0 60 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
LiquidAI: LFM2-24B-A2B 3.33 7.88 22.2% 1 326 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
LiquidAI: LFM2-24B-A2B 1.00 10.00 0.0% 0 0 0

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