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Inception: Mercury 2 vs inclusionAI: Ling-2.6-flash

Last updated at: 2026-06-03

Metric Mercury 2 Mercury 2 none Release: 2026-02-24 Ling-2.6-flash Ling-2.6-flash none Release: 2026-04-21
Score 4.6 5.2
Rank #153 #135
Reliability 10.0 10.0
Consistency 9.1 9.2
Tests Correct
Attempt pass rate 25.0% 33.3%
Flaky tests 2 2
Total Runs 60 60
Cost per result 0.216 0.005
Total Cost $0.009 $0.001
Input Price $0.250 / 1M $0.010 / 1M
Output Price $0.750 / 1M $0.030 / 1M
Total Input Tokens 25,515 40,718
Output Tokens 3,001 2,878
Reasoning Tokens 0 0
Response Time (avg) 614ms 9.34s
Response Time (max) 1.27s 35.34s
Response Time (total) 12.28s 177.48s

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 3.0 10.0 0.0% 0 483ms 631 286 0
Ling-2.6-flash 6.8 8.1 58.3% 1 11.81s 726 573 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 3.5 9.4 0.0% 0 831ms 4,631 1,650 0
Ling-2.6-flash 6.5 10.0 50.0% 0 11.21s 813 381 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 3.0 10.0 0.0% 0 606ms 4,821 131 0
Ling-2.6-flash 3.0 10.0 0.0% 0 35.34s 20,818 1,069 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 7.3 5.9 83.3% 1 667ms 6,362 180 0
Ling-2.6-flash 6.5 10.0 50.0% 0 8.48s 8,004 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 5.3 7.2 44.4% 1 534ms 784 46 0
Ling-2.6-flash 3.0 10.0 0.0% 0 4.95s 810 24 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 4.8 10.0 0.0% 0 628ms 495 159 0
Ling-2.6-flash 4.0 10.0 0.0% 0 1.45s 540 109 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 6.5 10.0 50.0% 0 551ms 691 82 0
Ling-2.6-flash 9.8 10.0 100.0% 0 5.52s 732 81 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 3.1 10.0 0.0% 0 535ms 694 251 0
Ling-2.6-flash 2.9 7.2 11.1% 1 6.51s 729 151 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 10.0 10.0 100.0% 0 1.27s 6,193 197 0
Ling-2.6-flash 3.0 10.0 0.0% 0 18.80s 7,324 229 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Mercury 2 3.0 10.0 0.0% 0 548ms 213 19 0
Ling-2.6-flash 3.0 10.0 0.0% 0 1.06s 222 15 0

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