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Ring 2.6 1t (default) vs Laguna S 2.1 (low)

Laguna S 2.1 (low) leads on average score with 4.6 vs 4.5. Ring 2.6 1t (default) has the lower benchmark cost at $0.026 vs $0.108. Ring 2.6 1t (default) is faster at 48.94s vs 88.24s, with pass rates of 43.5% vs 23.2%.

Last updated at: 2026-10-19

Compared models

Rank
#384
Total Output Tokens
40,277
Response Time (avg)
48.94s
Total Cost
$0.026
Rank
#377
Total Output Tokens
437,706
Response Time (avg)
88.24s
Total Cost
$0.108
Recommended model Ring 2.6 1t (default)

Its score stays close to the best score here (4.5 vs 4.6), while costing about 4.2x less than Laguna S 2.1 (low).

Detailed comparison

Metric Ring 2.6 1t Ring 2.6 1t default Release: 2026-05-10 Laguna S 2.1 Laguna S 2.1 low Release: 2026-07-21 Free Available
Score 4.5 4.6
Rank #384 #377
Reliability 10.0 10.0
Consistency 9.4 7.8
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 43.5% 23.2%
Flaky tests 2 6
Total Runs 69 69
Cost per result 0.037 3.627
Total Cost $0.026 $0.108
Input Price $0.075 / 1M $0.090 / 1M
Output Price $0.625 / 1M $0.180 / 1M
Cache Read Price N/A $0.009 / 1M
Cache Write Price N/A N/A
Total Input Tokens 7,608 232,641
Output Tokens 17,529 69,335
Reasoning Tokens 34,499 426,182
Response Time (avg) 48.94s 88.24s
Response Time (max) 143.82s 814.73s
Response Time (total) 831.92s 2029.57s
Parameters 1T total (63B active) 118B total (8B active)
Availability Open source Weights available

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#384 Ring 2.6 1t

default
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
0.0s
Tokens
0 tok

#377 Laguna S 2.1

low
Cost
$0.001
Time
6.6s
Tokens
1,314 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
Ring 2.6 1t 5.3 10.0 33.3% 0 143.82s 834 1,071 3,965
Laguna S 2.1 3.8 7.1 22.2% 1 167.51s 7,917 58,111 119,138

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