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Gemini 3.5 Flash (high) vs GLM 5.2 (medium)

Gemini 3.5 Flash (high) leads on average score with 8.3 vs 8.2. GLM 5.2 (medium) has the lower benchmark cost at $0.398 vs $2.737. Gemini 3.5 Flash (high) is faster at 18.59s vs 26.88s, with pass rates of 85.5% vs 81.2%.

Last updated at: 2026-10-01

Compared models

Rank
#77
Total Output Tokens
246,012
Response Time (avg)
18.59s
Total Cost
$2.737
Rank
#83
Total Output Tokens
81,020
Response Time (avg)
26.88s
Total Cost
$0.398
Recommended model GLM 5.2 (medium)

Its score stays close to the best score here (8.2 vs 8.3), while costing about 6.9x less than Gemini 3.5 Flash (high).

Detailed comparison

Metric Gemini 3.5 Flash Gemini 3.5 Flash high Release: 2026-05-19 GLM 5.2 GLM 5.2 medium Release: 2026-06-17
Score 8.3 8.2
Rank #77 #83
Reliability 10.0 9.6
Consistency 9.3 8.1
Attempts 69/69 66/69
Tests Correct
Attempt pass rate 85.5% 81.2%
Flaky tests 2 4
Total Runs 69 66
Cost per result 14.402 2.890
Total Cost $2.737 $0.398
Input Price $1.500 / 1M $0.325 / 1M
Output Price $9.000 / 1M $3.990 / 1M
Total Input Tokens 348,103 227,164
Output Tokens 11,045 20,029
Reasoning Tokens 234,967 60,991
Response Time (avg) 18.59s 26.88s
Response Time (max) 145.92s 102.40s
Response Time (total) 427.52s 591.34s
Parameters ~500B total (~20B active) 744B total (40B active)
Availability Closed Open source

Model generation showcase

Hamster playing table tennis

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

#77 Gemini 3.5 Flash

high
Cost
$0.208
Time
118.2s
Tokens
23,158 tok

#83 GLM 5.2

medium
Cost
$0.041
Time
195.8s
Tokens
9,287 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 10.0 10.0 100.0% 0 22.96s 8,118 456 47,129
GLM 5.2 8.2 7.2 88.9% 1 40.96s 7,317 1,475 17,123

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