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: Ling-2.6-flash vs Grok 4.1 Fast

Last updated at: 2026-05-19

Metric Ling-2.6-flash Ling-2.6-flash none Release: 2026-04-21 Grok 4.1 Fast Grok 4.1 Fast none Release: 2025-11-19
Score 5.3 4.4
Rank #125 #146
Reliability 10.0 10.0
Consistency 9.2 8.8
Tests Correct
Attempt pass rate 35.1% 22.8%
Flaky tests 2 3
Total Runs 57 57
Cost per result 0.005 0.273
Total Cost $0.001 $0.009
Input Price $0.010 / 1M $0.000 / 1M
Output Price $0.030 / 1M $0.000 / 1M
Output Tokens 2,878 1,733
Reasoning Tokens 0 0
Response Time (avg) 9.76s 1.67s
Response Time (max) 35.34s 5.51s
Response Time (total) 185.37s 20.08s

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
Ling-2.6-flash 6.8 8.1 58.3% 1 11.81s 573 0
Grok 4.1 Fast 3.2 10.0 0.0% 0 1.07s 235 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 10.0 10.0 100.0% 0 11.21s 381 0
Grok 4.1 Fast 5.3 3.4 33.3% 1 1.79s 567 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 35.34s 1,069 0
Grok 4.1 Fast 3.0 10.0 0.0% 0 3.33s 105 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 6.5 10.0 50.0% 0 8.48s 246 0
Grok 4.1 Fast 10.0 10.0 100.0% 0 943ms 180 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 4.95s 24 0
Grok 4.1 Fast 5.9 7.2 55.6% 1 1.06s 15 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 4.0 10.0 0.0% 0 1.45s 109 0
Grok 4.1 Fast 4.4 9.9 0.0% 0 1.08s 112 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 9.8 10.0 100.0% 0 5.52s 81 0
Grok 4.1 Fast 3.0 10.0 0.0% 0 923ms 56 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 2.9 7.2 11.1% 1 9.14s 151 0
Grok 4.1 Fast 3.0 10.0 0.0% 0 1.28s 243 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 18.80s 229 0
Grok 4.1 Fast 2.8 1.6 33.3% 1 5.51s 208 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Ling-2.6-flash 3.0 10.0 0.0% 0 1.06s 15 0
Grok 4.1 Fast 3.0 10.0 0.0% 0 731ms 12 0

Quick Compare

Switch Comparison Pair