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Seed 2.1 Turbo vs Ring 2.6 1t (medium)

The average score is effectively tied at 5.7 vs 5.7. Ring 2.6 1t (medium) has the lower benchmark cost at $0.072 vs $0.182. Seed 2.1 Turbo is faster at 9.65s vs 65.52s, with pass rates of 52.2% vs 56.5%.

Last updated at: 2026-10-01

Compared models

Rank
#256
Total Output Tokens
13,105
Response Time (avg)
9.65s
Total Cost
$0.182
Rank
#252
Total Output Tokens
165,031
Response Time (avg)
65.52s
Total Cost
$0.072
Recommended model Seed 2.1 Turbo

It has the best score here (5.7), while responding about 6.8x faster than Ring 2.6 1t (medium).

Detailed comparison

Metric Seed 2.1 Turbo Seed 2.1 Turbo none Release: 2026-08-12 Ring 2.6 1t Ring 2.6 1t medium Release: 2026-05-10
Score 5.7 5.7
Rank #256 #252
Reliability 10.0 10.0
Consistency 9.0 8.9
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 52.2% 56.5%
Flaky tests 3 3
Total Runs 69 69
Cost per result 1.819 0.654
Total Cost $0.182 $0.072
Input Price $0.500 / 1M $0.000 / 1M
Output Price $2.500 / 1M $0.000 / 1M
Total Input Tokens 298,242 113,613
Output Tokens 13,105 122,706
Reasoning Tokens 0 42,325
Response Time (avg) 9.65s 65.52s
Response Time (max) 71.45s 304.19s
Response Time (total) 221.91s 1376.01s
Parameters ~200B total (~20B active) 1T total (63B active)
Availability Closed Open source

Model generation showcase

Hamster playing table tennis

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

#256 Seed 2.1 Turbo

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

#252 Ring 2.6 1t

medium
Ring-2.6-1T is no longer available as a free model. It has transitioned to a paid model. Continue using it here: https://openrouter.ai/inclusionai/ring-2.6-1t
Cost
$0.000
Time
0.1s
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
Ring 2.6 1t 5.3 10.0 33.3% 0 59.65s 834 1,369 3,985

Quick Compare

Switch Comparison Pair

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