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Solar Pro 4 (low) vs GLM 5.3 FlashX (high)

The average score is effectively tied at 6.8 vs 6.8. Solar Pro 4 (low) has the lower benchmark cost at $0.130 vs $0.135. GLM 5.3 FlashX (high) is faster at 12.07s vs 136.11s, with pass rates of 60.6% vs 68.2%.

Last updated at: 2026-09-21

Compared models

Rank
#164
Total Output Tokens
338,373
Response Time (avg)
136.11s
Total Cost
$0.130
Rank
#163
Total Output Tokens
83,899
Response Time (avg)
12.07s
Total Cost
$0.135
Recommended model GLM 5.3 FlashX (high)

It has the best score here (6.8), while responding about 11.3x faster than Solar Pro 4 (low).

Detailed comparison

Metric Solar Pro 4 Solar Pro 4 low Release: 2026-08-11 GLM 5.3 FlashX GLM 5.3 FlashX high Release: 2026-09-21
Score 6.8 6.8
Rank #164 #163
Reliability 10.0 10.0
Consistency 7.9 8.2
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 60.6% 68.2%
Flaky tests 6 5
Total Runs 66 66
Cost per result 0.394 1.125
Total Cost $0.130 $0.135
Input Price $0.090 / 1M $0.370 / 1M
Output Price $0.360 / 1M $1.250 / 1M
Total Input Tokens 90,556 81,365
Output Tokens 6,153 6,821
Reasoning Tokens 332,220 77,078
Response Time (avg) 136.11s 12.07s
Response Time (max) 640.89s 91.16s
Response Time (total) 2994.49s 265.62s
Parameters ~100B 320B total (18B active)
Availability Closed Closed

Model generation showcase

Hamster playing table tennis

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

#164 Solar Pro 4

low
No showcase result has been generated for this model yet.
Cost
N/A
Time
-
Tokens
0 tok

#163 GLM 5.3 FlashX

high
Cost
$0.030
Time
169.4s
Tokens
23,950 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
Solar Pro 4 5.5 7.4 44.4% 1 259.63s 6,033 515 76,894
GLM 5.3 FlashX 8.2 7.2 88.9% 1 8.06s 7,317 374 9,267

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