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Gemini 3 PRO Preview vs inclusionAI: Ring-2.6-1T

Summary

Gemini 3 PRO Preview (medium) vs Ring-2.6-1T benchmark comparison: Gemini 3 PRO Preview (medium) leads on average score with 6.2 vs 4.8. Ring-2.6-1T has the lower benchmark cost at $0.026 vs $0.385. Gemini 3 PRO Preview (medium) is faster at 9.05s vs 55.10s, with pass rates of 66.7% vs 47.6%.

Recommended model: Gemini 3 PRO Preview (medium) - It has the best score here (6.2), while responding about 6.1x faster than Ring-2.6-1T.

Last updated at: 2026-07-10

Metric Gemini 3 PRO Preview Gemini 3 PRO Preview medium Release: 2025-11-18 Ring-2.6-1T Ring-2.6-1T none Release: 2026-05-10
Score 6.2 4.8
Rank #106 #164
Reliability N/A 10.0
Consistency 10.0 9.3
Tests Correct
Attempt pass rate 66.7% 47.6%
Flaky tests 0 2
Total Runs 63 63
Cost per result 1.406 0.000
Total Cost $0.385 $0.026
Input Price $9.506 / 1M $0.075 / 1M
Output Price $9.506 / 1M $0.625 / 1M
Total Input Tokens 28,848 7,599
Output Tokens 1,490 39,954
Reasoning Tokens 10,102 0
Response Time (avg) 9.05s 55.10s
Response Time (max) 26.24s 143.82s
Response Time (total) 90.53s 881.55s

Generation showcase

Hamster playing table tennis

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

#106 Gemini 3 PRO Preview

medium
No endpoints found for google/gemini-3-pro-preview.
Cost
$0.000
Time
0.1s
Tokens
0 tok

#164 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
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 14.99s 500 149 1,485
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
Gemini 3 PRO Preview 3.0 10.0 0.0% 0 0ms 0 0 0
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
Gemini 3 PRO Preview 3.0 10.0 0.0% 0 10.37s 13,211 351 952
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
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 10.84s 7,259 279 3,156
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
Gemini 3 PRO Preview 5.3 10.0 33.3% 0 7.01s 643 15 1,195
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
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 9.34s 486 78 374
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
Gemini 3 PRO Preview 9.8 10.0 100.0% 0 3.26s 623 69 754
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
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 3.88s 570 225 1,215
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
Gemini 3 PRO Preview 10.0 10.0 100.0% 0 11.96s 5,556 324 971
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
Gemini 3 PRO Preview 3.0 10.0 0.0% 0 0ms 0 0 0
Ring-2.6-1T 3.0 10.0 0.0% 0 133.60s 243 3,767 0

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