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ByteDance Seed: Seed-2.0-Mini vs xAI: Grok 4.20 Beta

Last updated at: 2026-03-12

Metric Seed-2.0-Mini Seed-2.0-Mini medium Release: 2026-02-14 Grok 4.20 Beta Grok 4.20 Beta medium Release: 2026-03-12
Rank #25 #24
Avg Score 6.9 7.0
Consistency 9.1 9.0
Cost per result 0.280 5.989
Total Cost $0.028 $0.599
Tests Correct
Attempt pass rate 68.8% 70.8%
Flaky tests 2 2
Total Runs 48 48
Output Tokens 1,965 1,481
Reasoning Tokens 58,456 86,628
Response Time (avg) 65.09s 8.89s
Response Time (max) 262.83s 24.21s
Response Time (total) 846.14s 142.18s

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Avg Score vs Response Time (avg)

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Avg Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 7.0 10.0 66.7% 0 98.99s 354 9,352
Grok 4.20 Beta 7.0 7.2 88.9% 1 3.19s 262 6,289
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 262.83s 404 29,806
Grok 4.20 Beta 10.0 10.0 100.0% 0 20.93s 227 12,212
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 9.9 10.0 100.0% 0 24.27s 246 2,743
Grok 4.20 Beta 9.9 10.0 100.0% 0 4.01s 180 5,281
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 0.0% 0 0ms 0 0
Grok 4.20 Beta 4.0 10.0 33.3% 0 21.33s 251 40,255
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 6.0 3.4 33.3% 1 36.65s 213 4,210
Grok 4.20 Beta 10.0 10.0 100.0% 0 5.78s 72 3,440
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 17.47s 69 2,050
Grok 4.20 Beta 9.0 10.0 50.0% 0 4.97s 57 7,107
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 7.0 7.2 88.9% 1 25.85s 457 5,060
Grok 4.20 Beta 7.0 7.2 88.9% 1 3.85s 249 6,660
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Mini 10.0 10.0 100.0% 0 88.68s 222 5,235
Grok 4.20 Beta 10.0 10.0 0.0% 0 12.39s 183 5,384

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