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ByteDance Seed: Seed-2.0-Mini vs Inception: Mercury 2

Last updated at: 2026-06-04

Metric Seed-2.0-Mini Seed-2.0-Mini medium Release: 2026-02-14 Mercury 2 Mercury 2 medium Release: 2026-02-24
Score 6.9 6.6
Rank #73 #81
Reliability 6.7 10.0
Consistency 9.3 8.8
Tests Correct
Attempt pass rate 57.1% 54.0%
Flaky tests 2 3
Total Runs 63 63
Cost per result 0.397 0.578
Total Cost $0.044 $0.058
Input Price $0.100 / 1M $0.250 / 1M
Output Price $0.400 / 1M $0.750 / 1M
Total Input Tokens 41,904 35,116
Output Tokens 2,555 4,048
Reasoning Tokens 95,974 61,219
Response Time (avg) 80.22s 2.24s
Response Time (max) 262.83s 14.63s
Response Time (total) 1363.72s 44.72s

Top Models by Score

Score vs Total Cost

Response Time (avg)

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) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 6.6 10.0 50.0% 0 74.75s 791 360 9,520
Mercury 2 6.9 9.9 50.0% 0 1.12s 554 2,546 2,609
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 5.5 9.8 33.3% 0 220.48s 3,823 464 34,964
Mercury 2 8.2 7.7 77.8% 1 2.04s 7,065 296 11,328
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 262.83s 16,533 404 29,806
Mercury 2 10.0 10.0 100.0% 0 3.28s 12,909 268 4,887
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 24.27s 8,568 246 2,743
Mercury 2 7.3 5.9 83.3% 1 1.11s 6,234 183 1,656
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 3.0 10.0 0.0% 0 0ms 0 0 0
Mercury 2 2.9 7.2 11.1% 1 6.48s 695 41 30,754
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 5.1 3.4 33.3% 1 36.65s 585 213 4,210
Mercury 2 4.8 10.0 0.0% 0 821ms 456 137 542
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 17.47s 840 69 2,050
Mercury 2 10.0 10.0 100.0% 0 1.07s 340 14 958
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 8.2 7.2 88.9% 1 31.79s 903 527 5,667
Mercury 2 5.4 10.0 33.3% 0 949ms 601 361 2,781
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 88.68s 9,585 222 5,235
Mercury 2 10.0 10.0 100.0% 0 1.89s 6,080 180 1,956
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed-2.0-Mini 3.0 10.0 0.0% 0 56.76s 276 50 1,779
Mercury 2 3.0 10.0 0.0% 0 2.58s 182 22 3,748

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