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Gemini 3.5 Flash Lite (low) vs Laguna XS 2.1 (medium)

Gemini 3.5 Flash Lite (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 $0.138. Gemini 3.5 Flash Lite (low) is faster at 2.56s vs 48.18s, with pass rates of 69.7% vs 45.5%.

Last updated at: 2026-09-18

Compared models

Rank
#172
Total Output Tokens
38,410
Response Time (avg)
2.56s
Total Cost
$0.138
Rank
#181
Total Output Tokens
522,480
Response Time (avg)
48.18s
Total Cost
$0.068
Recommended model Gemini 3.5 Flash Lite (low)

It has the best score here (6.6), while responding about 18.8x faster than Laguna XS 2.1 (medium).

Detailed comparison

Metric Gemini 3.5 Flash Lite Gemini 3.5 Flash Lite low Release: 2026-07-21 Laguna XS 2.1 Laguna XS 2.1 medium Release: 2026-07-02 Free Available
Score 6.6 6.5
Rank #172 #181
Reliability 10.0 10.0
Consistency 7.8 9.2
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 69.7% 45.5%
Flaky tests 6 2
Total Runs 66 66
Cost per result 1.149 0.745
Total Cost $0.138 $0.068
Input Price $0.300 / 1M $0.060 / 1M
Output Price $2.500 / 1M $0.120 / 1M
Total Input Tokens 139,165 118,998
Output Tokens 12,899 30,750
Reasoning Tokens 25,511 491,730
Response Time (avg) 2.56s 48.18s
Response Time (max) 15.14s 422.72s
Response Time (total) 56.32s 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.

#172 Gemini 3.5 Flash Lite

low
Cost
$0.007
Time
7.5s
Tokens
2,669 tok

#181 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 3.5 Flash Lite 4.3 10.0 0.0% 0 917ms 8,126 464 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

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