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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 medium Release: Unknown release date LiquidAI: LFM2-24B-A2B none Release: Unknown release date
Rank #8 #39
Score 7.43 2.43
Consistency 9.40 8.91
Cost per result 8.105 0.045
Total Cost $0.811 $0.001
Tests Correct
Wrong Tests 4 13
Attempt pass rate 73.8% 16.7%
Flaky tests 1 2
Output Tokens 29,098 1,125
Reasoning Tokens 20,435 0

Category Breakdown

Anti-AI Tricks 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 1,031 1,093
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% 0 727 907
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 1.00 7.21 11.1% 1 25,790 16,919
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 10.00 10.00 100.0% 0 316 523
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 10.00 10.00 100.0% 0 579 642
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% 0 655 351
LiquidAI: LFM2-24B-A2B 1.00 10.00 0.0% 0 0 0

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