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Gemini 3.1 Flash Lite (low) vs Ring-2.6-1T (medium)

Gemini 3.1 Flash Lite (low) leads on average score with 6.6 vs 6.4. Ring-2.6-1T (medium) has the lower benchmark cost at $0.102 vs $0.621. Gemini 3.1 Flash Lite (low) is faster at 16.25s vs 68.80s, with pass rates of 63.6% vs 59.1%.

Last updated at: 2026-08-20

Rank
#149
Total Output Tokens
397,891
Response Time (avg)
16.25s
Total Cost
$0.621
Rank
#162
Total Output Tokens
165,031
Response Time (avg)
68.80s
Total Cost
$0.102
Recommended model Ring-2.6-1T (medium)

Its score stays close to the best score here (6.4 vs 6.6), while costing about 6.1x less than Gemini 3.1 Flash Lite (low).

Detailed comparison

Metric Gemini 3.1 Flash Lite Gemini 3.1 Flash Lite low Release: 2026-05-08 Ring-2.6-1T Ring-2.6-1T medium Release: 2026-05-10
Score 6.6 6.4
Rank #149 #162
Reliability 10.0 10.0
Consistency 9.2 8.9
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 63.6% 59.1%
Flaky tests 2 3
Total Runs 66 66
Cost per result 4.773 0.654
Total Cost $0.621 $0.102
Input Price $0.250 / 1M $0.075 / 1M
Output Price $1.500 / 1M $0.625 / 1M
Total Input Tokens 94,233 113,613
Output Tokens 7,759 122,706
Reasoning Tokens 390,132 42,325
Response Time (avg) 16.25s 68.80s
Response Time (max) 318.02s 304.19s
Response Time (total) 357.39s 1375.99s
Parameters ~150B total (~10B active) 1T total (63B active)
Availability Closed Open source

Model generation showcase

Hamster playing table tennis

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

#149 Gemini 3.1 Flash Lite

low
Cost
$0.003
Time
4.0s
Tokens
1,479 tok

#162 Ring-2.6-1T

medium
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
0.1s
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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Gemini 3.1 Flash Lite 5.5 10.0 33.3% 0 1.53s 8,132 471 1,072
Ring-2.6-1T 5.3 10.0 33.3% 0 59.65s 834 1,369 3,985

Quick Compare

Switch Comparison Pair

Gemini 3.1 Flash LitelowvsInkling SmallmediumGemini 3.1 Flash LitelowvsQwen3.6 35B A3BmediumGemini 3.1 Flash LitelowvsQwen3.5-27BnoneGemini 3.1 Flash LitelowvsQwen3.5 Plus 2026-02-15noneRing-2.6-1TmediumvsLongCat 2.0noneGemini 3.1 Flash LitelowvsLongCat 2.0highGemini 3.1 Flash LitelowvsQwen3.6 27BmediumGemini 3.1 Flash LitelowvsLaguna XS 2.1mediumFree AvailableDots 3 Note PreviewhighFree AvailablevsRing-2.6-1TmediumDots 3 Note PreviewlowFree AvailablevsRing-2.6-1TmediumRing-2.6-1TmediumvsQwen3.6 Max PreviewnoneGemini 3.1 Flash Lite PreviewnonevsRing-2.6-1Tmedium