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Gemini 3 Flash Preview (low) vs Muse Glimmer 30B (low)

The average score is effectively tied at 6.9 vs 6.9. Muse Glimmer 30B (low) has the lower benchmark cost at $0.219 vs $0.254. Gemini 3 Flash Preview (low) is faster at 8.51s vs 22.40s, with pass rates of 72.5% vs 63.8%.

Last updated at: 2026-10-07

Compared models

Rank
#171
Total Output Tokens
42,400
Response Time (avg)
8.51s
Total Cost
$0.254
Rank
#172
Total Output Tokens
105,320
Response Time (avg)
22.40s
Total Cost
$0.219
Recommended model Gemini 3 Flash Preview (low)

It has the best score here (6.9), while responding about 2.6x faster than Muse Glimmer 30B (low).

Detailed comparison

Metric Gemini 3 Flash Preview Gemini 3 Flash Preview low Release: 2025-12-17 Muse Glimmer 30B Muse Glimmer 30B low Release: 2026-08-11
Score 6.9 6.9
Rank #171 #172
Reliability 10.0 10.0
Consistency 9.3 8.0
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 72.5% 63.8%
Flaky tests 2 6
Total Runs 69 69
Cost per result 1.582 2.414
Total Cost $0.254 $0.219
Input Price $0.500 / 1M $0.300 / 1M
Output Price $3.000 / 1M $1.200 / 1M
Cache Read Price $0.050 / 1M $0.040 / 1M
Cache Write Price $0.084 / 1M N/A
Total Input Tokens 251,677 307,228
Output Tokens 11,196 36,044
Reasoning Tokens 31,204 71,621
Response Time (avg) 8.51s 22.40s
Response Time (max) 52.64s 234.92s
Response Time (total) 195.76s 515.14s
Parameters ~500B total (~20B active) 30B
Availability Closed Open source

Cache prices apply to input tokens. Reads reuse cached prompts; writes store them and can cost extra. Output tokens use the output price.

Model generation showcase

Hamster playing table tennis

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

#171 Gemini 3 Flash Preview

low
Cost
$0.007
Time
12.1s
Tokens
2,289 tok

#172 Muse Glimmer 30B

low
Cost
$0.002
Time
13.5s
Tokens
953 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 Flash Preview 5.8 7.2 44.4% 1 6.00s 8,122 456 7,421
Muse Glimmer 30B 8.1 9.9 66.7% 0 16.52s 7,419 2,759 10,173

Quick Compare

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