Navigate
AI BENCHY
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

AI BENCHY Compare

inclusionAI: Ring-2.6-1T vs Qwen: Qwen3.6 35B A3B

Last updated at: 2026-05-19

Metric Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10 Qwen3.6 35B A3B Qwen3.6 35B A3B medium Release: 2026-04-20
Score 7.2 8.0
Rank #62 #26
Reliability 9.8 9.8
Consistency 9.1 9.1
Tests Correct
Attempt pass rate 62.5% 74.5%
Flaky tests 2 2
Total Runs 57 57
Cost per result 0.000 0.959
Total Cost $0.000 $0.116
Input Price $0.075 / 1M $0.150 / 1M
Output Price $0.625 / 1M $1.000 / 1M
Output Tokens 39,954 15,018
Reasoning Tokens 0 108,331
Response Time (avg) 55.10s 13.22s
Response Time (max) 143.82s 45.02s
Response Time (total) 881.55s 224.66s

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
Ring-2.6-1T 9.2 8.4 91.7% 1 43.33s 5,575 0
Qwen3.6 35B A3B 10.0 10.0 100.0% 0 6.02s 1,154 12,385
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 10.0 10.0 100.0% 0 143.82s 5,036 0
Qwen3.6 35B A3B 10.0 10.0 100.0% 0 32.58s 3,294 15,116
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Qwen3.6 35B A3B 0.0 0.0 0.0% 0 0ms 0 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 45.87s 1,529 0
Qwen3.6 35B A3B 10.0 10.0 100.0% 0 12.99s 2,591 9,968
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 5.3 7.2 44.4% 1 73.40s 17,728 0
Qwen3.6 35B A3B 5.3 7.2 44.4% 1 22.50s 6,193 39,116
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 4.3 10.0 0.0% 0 15.63s 846 0
Qwen3.6 35B A3B 4.4 9.9 0.0% 0 8.66s 129 4,569
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 9.8 10.0 100.0% 0 27.36s 2,004 0
Qwen3.6 35B A3B 10.0 10.0 100.0% 0 7.50s 219 7,404
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 7.7 10.0 66.7% 0 31.47s 3,469 0
Qwen3.6 35B A3B 7.9 7.5 77.8% 1 5.98s 676 9,447
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 0.0 0.0 0.0% 0 0ms 0 0
Qwen3.6 35B A3B 0.0 0.0 0.0% 0 0ms 0 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 3,767 0
Qwen3.6 35B A3B 3.0 10.0 0.0% 0 32.90s 762 10,326

Quick Compare

Switch Comparison Pair