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ByteDance Seed: Seed-2.0-Lite vs Mistral: Mistral Small 4

Last updated at: 2026-05-22

Metric Seed-2.0-Lite Seed-2.0-Lite none Release: 2026-02-14 Mistral Small 4 Mistral Small 4 medium Release: 2026-03-16
Score 5.9 5.4
Rank #99 #121
Reliability 10.0 10.0
Consistency 7.9 7.1
Tests Correct
Attempt pass rate 50.0% 45.0%
Flaky tests 5 7
Total Runs 60 60
Cost per result 0.216 1.109
Total Cost $0.018 $0.056
Input Price $0.250 / 1M $0.150 / 1M
Output Price $2.000 / 1M $0.600 / 1M
Output Tokens 3,164 21,628
Reasoning Tokens 0 68,055
Response Time (avg) 2.44s 8.33s
Response Time (max) 6.70s 59.15s
Response Time (total) 48.71s 166.59s

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) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.0 5.9 16.7% 2 2.43s 709 0
Mistral Small 4 5.6 3.8 66.7% 3 2.67s 4,055 4,778
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 6.8 9.9 50.0% 0 2.95s 404 0
Mistral Small 4 5.1 6.8 33.3% 1 44.82s 9,322 38,386
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.0 10.0 0.0% 0 6.59s 498 0
Mistral Small 4 3.0 10.0 0.0% 0 25.25s 2,612 10,700
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.82s 246 0
Mistral Small 4 7.3 5.9 83.3% 1 1.23s 335 723
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.6 7.2 22.2% 1 1.33s 17 0
Mistral Small 4 5.3 7.2 44.4% 1 6.11s 2,621 6,904
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.45s 294 0
Mistral Small 4 4.8 10.0 0.0% 0 2.05s 821 828
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 1.06s 73 0
Mistral Small 4 7.3 5.8 83.3% 1 1.38s 540 1,031
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 5.2 4.4 55.6% 2 2.46s 620 0
Mistral Small 4 3.4 9.7 0.0% 0 2.00s 983 2,338
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 10.0 10.0 100.0% 0 3.94s 292 0
Mistral Small 4 10.0 10.0 100.0% 0 3.50s 321 810
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Seed-2.0-Lite 3.0 10.0 0.0% 0 1.96s 11 0
Mistral Small 4 3.0 10.0 0.0% 0 5.92s 18 1,557

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