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Seed 2.1 Turbo vs Solar Pro 4

The average score is effectively tied at 5.7 vs 5.8. Solar Pro 4 has the lower benchmark cost at $0.006 vs $0.092. Solar Pro 4 is faster at 4.90s vs 6.85s, with pass rates of 50.0% vs 31.8%.

Last updated at: 2026-08-12

Rank
#187
Total Output Tokens
10,640
Response Time (avg)
6.85s
Total Cost
$0.092
Rank
#186
Total Output Tokens
11,911
Response Time (avg)
4.90s
Total Cost
$0.006
Recommended model Solar Pro 4

It has the best score here (5.8), while costing about 17.0x less than Seed 2.1 Turbo.

Detailed comparison

Metric Seed 2.1 Turbo Seed 2.1 Turbo none Release: 2026-08-12 Solar Pro 4 Solar Pro 4 none Release: 2026-08-11
Score 5.7 5.8
Rank #187 #186
Reliability 10.0 10.0
Consistency 8.9 10.0
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 50.0% 31.8%
Flaky tests 3 0
Total Runs 66 66
Cost per result 1.014 0.077
Total Cost $0.092 $0.006
Input Price $0.500 / 1M $0.030 / 1M
Output Price $2.500 / 1M $0.120 / 1M
Total Input Tokens 129,141 130,854
Output Tokens 10,640 11,911
Reasoning Tokens 0 0
Response Time (avg) 6.85s 4.90s
Response Time (max) 55.92s 64.67s
Response Time (total) 150.66s 107.82s
Parameters ~200B total (~20B active) ~100B
Availability Closed Closed

Model generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#187 Seed 2.1 Turbo

none
Cost
$0.093
Time
517.1s
Tokens
37,102 tok

#186 Solar Pro 4

none
No showcase result has been generated for this model yet.
Cost
$0.000
Time
-
Tokens
0 tok

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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Seed 2.1 Turbo 4.5 7.9 22.2% 1 2.35s 8,211 608 0
Solar Pro 4 5.5 10.0 33.3% 0 2.61s 7,896 557 0

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