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North Mini Code vs inclusionAI: Ring-2.6-1T

Summary

North Mini Code vs Ring-2.6-1T benchmark comparison: North Mini Code leads on average score with 5.8 vs 4.8. North Mini Code has the lower benchmark cost at $0.000 vs $0.026. Ring-2.6-1T is faster at 55.10s vs 106.18s, with pass rates of 50.8% vs 47.6%.

Recommended model: Ring-2.6-1T - It offers the best overall trade-off: a competitive score (4.8), faster response than North Mini Code, and balanced cost.

Last updated at: 2026-06-18

Metric North Mini Code North Mini Code medium Release: 2026-06-18 Free Available Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10
Score 5.8 4.8
Rank #107 #144
Reliability 8.5 10.0
Consistency 8.5 9.3
Tests Correct
Attempt pass rate 50.8% 47.6%
Flaky tests 4 2
Total Runs 55 63
Cost per result 0.000 0.000
Total Cost $0.000 $0.026
Input Price $0.000 / 1M $0.075 / 1M
Output Price $0.000 / 1M $0.625 / 1M
Total Input Tokens 32,891 7,599
Output Tokens 424,772 39,954
Reasoning Tokens 1,021,489 0
Response Time (avg) 106.18s 55.10s
Response Time (max) 357.05s 143.82s
Response Time (total) 2229.70s 881.55s

Generation showcase

Hamster playing table tennis

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

#107 North Mini Code

medium
Cost
$0.000
Time
51.8s
Tokens
12,460 tok

#144 Ring-2.6-1T

none
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

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) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 8.4 10.0 75.0% 0 64.79s 324 64,441 68,535
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 810 5,575 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 4.5 4.9 33.3% 2 320.43s 7,119 219,891 561,569
Ring-2.6-1T 5.3 10.0 33.3% 0 143.82s 834 5,036 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 2.8 1.6 33.3% 1 323.07s 14,760 0 151,500
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 10.0 10.0 100.0% 0 24.06s 6,819 240 2,659
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 2,712 1,529 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 5.3 7.2 44.4% 1 71.37s 621 8,483 104,079
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 873 17,728 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 5.1 10.0 0.0% 0 25.08s 444 1,546 1,635
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 561 846 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 9.8 10.0 100.0% 0 15.43s 379 909 1,339
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 774 2,004 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 3.3 10.0 0.0% 0 19.70s 543 2,215 2,485
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 792 3,469 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 10.0 10.0 100.0% 0 3.93s 1,776 41 563
Ring-2.6-1T 3.0 10.0 0.0% 0 0ms 0 0 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
North Mini Code 3.0 10.0 0.0% 0 305.02s 106 127,006 127,125
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 243 3,767 0

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