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Gemini 3.1 Flash Lite Preview vs Laguna XS 2.1 (medium)

Laguna XS 2.1 (medium) leads on average score with 6.5 vs 6.4. Gemini 3.1 Flash Lite Preview has the lower benchmark cost at $0.052 vs $0.068. Gemini 3.1 Flash Lite Preview is faster at 1.56s vs 48.18s, with pass rates of 57.6% vs 45.5%.

Last updated at: 2026-08-29

Rank
#157
Total Output Tokens
14,161
Response Time (avg)
1.56s
Total Cost
$0.052
Rank
#155
Total Output Tokens
522,480
Response Time (avg)
48.18s
Total Cost
$0.068
Recommended model Gemini 3.1 Flash Lite Preview

Its score stays close to the best score here (6.4 vs 6.5), while responding about 30.9x faster than Laguna XS 2.1 (medium).

Detailed comparison

Metric Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview none Release: 2026-03-03 Laguna XS 2.1 Laguna XS 2.1 medium Release: 2026-07-02 Free Available
Score 6.4 6.5
Rank #157 #155
Reliability 10.0 10.0
Consistency 9.7 9.2
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 57.6% 45.5%
Flaky tests 1 2
Total Runs 66 66
Cost per result 0.430 0.745
Total Cost $0.052 $0.068
Input Price $0.250 / 1M $0.060 / 1M
Output Price $1.500 / 1M $0.120 / 1M
Total Input Tokens 120,955 118,998
Output Tokens 14,161 30,750
Reasoning Tokens 0 491,730
Response Time (avg) 1.56s 48.18s
Response Time (max) 9.27s 422.72s
Response Time (total) 34.32s 1059.93s
Parameters ~150B total (~10B active) 33B total (3B active)
Availability Closed Weights available

Model generation showcase

Hamster playing table tennis

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

#157 Gemini 3.1 Flash Lite Preview

none
Cost
$0.003
Time
4.7s
Tokens
1,827 tok

#155 Laguna XS 2.1

medium
Cost
$0.001
Time
30.6s
Tokens
4,678 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 Preview 5.5 10.0 33.3% 0 967ms 8,128 670 0
Laguna XS 2.1 5.5 10.0 33.3% 0 70.35s 7,995 23,767 83,258

Quick Compare

Switch Comparison Pair

Dots 3 Note PreviewlowFree AvailablevsGemini 3.1 Flash Lite PreviewnoneDots 3 Note PreviewhighFree AvailablevsGemini 3.1 Flash Lite PreviewnoneLaguna XS 2.1mediumFree AvailablevsQwen3.5 Plus 2026-02-15noneGemini 3.1 Flash Lite PreviewnonevsMiMo-V2.5mediumGemini 3.1 Flash Lite PreviewnonevsLing-3.0-flashhighGemini 3.1 Flash LitelowvsLaguna XS 2.1mediumFree AvailableGemini 3.1 Flash Lite PreviewnonevsQwen3.6 27BmediumLaguna XS 2.1mediumFree AvailablevsQwen3.6 Max PreviewnoneDots 3 Note PreviewlowFree AvailablevsLaguna XS 2.1mediumFree AvailableDots 3 Note PreviewhighFree AvailablevsLaguna XS 2.1mediumFree AvailableGemini 3.1 Flash Lite PreviewlowvsLaguna XS 2.1mediumFree AvailableGemini 3.1 Flash Lite PreviewnonevsRing-2.6-1Tmedium