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

Gemini 3.1 Flash Lite Preview (low) leads on average score with 6.6 vs 6.5. Laguna XS 2.1 (medium) has the lower benchmark cost at $0.068 vs $0.646. Gemini 3.1 Flash Lite Preview (low) is faster at 16.67s vs 48.18s, with pass rates of 63.6% vs 45.5%.

Last updated at: 2026-08-29

Rank
#149
Total Output Tokens
412,179
Response Time (avg)
16.67s
Total Cost
$0.646
Rank
#155
Total Output Tokens
522,480
Response Time (avg)
48.18s
Total Cost
$0.068
Recommended model Laguna XS 2.1 (medium)

Its score stays close to the best score here (6.5 vs 6.6), while costing about 9.6x less than Gemini 3.1 Flash Lite Preview (low).

Detailed comparison

Metric Gemini 3.1 Flash Lite Preview Gemini 3.1 Flash Lite Preview low Release: 2026-03-03 Laguna XS 2.1 Laguna XS 2.1 medium Release: 2026-07-02 Free Available
Score 6.6 6.5
Rank #149 #155
Reliability 10.0 10.0
Consistency 10.0 9.2
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 63.6% 45.5%
Flaky tests 0 2
Total Runs 66 66
Cost per result 4.613 0.745
Total Cost $0.646 $0.068
Input Price $0.250 / 1M $0.060 / 1M
Output Price $1.500 / 1M $0.120 / 1M
Total Input Tokens 110,196 118,998
Output Tokens 14,717 30,750
Reasoning Tokens 397,462 491,730
Response Time (avg) 16.67s 48.18s
Response Time (max) 309.35s 422.72s
Response Time (total) 366.69s 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.

#149 Gemini 3.1 Flash Lite Preview

low
Cost
$0.002
Time
3.7s
Tokens
1,203 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 1.39s 8,138 660 1,060
Laguna XS 2.1 5.5 10.0 33.3% 0 70.35s 7,995 23,767 83,258

Quick Compare

Switch Comparison Pair

Gemini 3.1 Flash Lite PreviewlowvsQwen3.5-27BnoneGemini 3.1 Flash Lite PreviewlowvsInkling SmallmediumGemini 3.1 Flash Lite PreviewlowvsQwen3.6 35B A3BmediumLaguna XS 2.1mediumFree AvailablevsQwen3.5 Plus 2026-02-15noneGemini 3.1 Flash Lite PreviewlowvsLongCat 2.0highGemini 3.1 Flash Lite PreviewlowvsQwen3.5 Plus 2026-02-15noneGemini 3.1 Flash LitelowvsLaguna XS 2.1mediumFree AvailableGemini 3.1 Flash Lite PreviewnonevsLaguna XS 2.1mediumFree AvailableLaguna XS 2.1mediumFree AvailablevsQwen3.6 Max PreviewnoneDots 3 Note PreviewlowFree AvailablevsLaguna XS 2.1mediumFree AvailableGemini 3.1 Flash Lite PreviewlowvsQwen3.6 27BmediumDots 3 Note PreviewhighFree AvailablevsLaguna XS 2.1mediumFree Available