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GPT-6 Sol vs GLM 5.3 FlashX Legal (low)

GPT-6 Sol leads on average score with 6.8 vs 6.7. GLM 5.3 FlashX Legal (low) has the lower benchmark cost at $0.135 vs $0.551. GLM 5.3 FlashX Legal (low) is faster at 8.30s vs 9.02s, with pass rates of 63.8% vs 55.1%.

Last updated at: 2026-11-10

Compared models

Rank
#232
Total Output Tokens
7,989
Response Time (avg)
9.02s
Total Cost
$0.551
Rank
#237
Total Output Tokens
37,995
Response Time (avg)
8.30s
Total Cost
$0.135
Recommended model GLM 5.3 FlashX Legal (low)

Its score stays close to the best score here (6.7 vs 6.8), while costing about 4.1x less than GPT-6 Sol.

Detailed comparison

Metric GPT-6 Sol GPT-6 Sol none Release: 2026-09-23 GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal low Release: 2026-11-02
Score 6.8 6.7
Rank #232 #237
Reliability 10.0 9.7
Consistency 8.5 7.8
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 63.8% 55.1%
Flaky tests 4 6
Total Runs 69 69
Cost per result 4.232 1.349
Total Cost $0.551 $0.135
Input Price $2.000 / 1M $0.370 / 1M
Output Price $10.000 / 1M $1.250 / 1M
Cache Read Price $0.200 / 1M $0.075 / 1M
Cache Write Price $2.500 / 1M N/A
Total Input Tokens 235,086 236,104
Output Tokens 7,989 11,222
Reasoning Tokens 0 26,773
Response Time (avg) 9.02s 8.30s
Response Time (max) 57.02s 64.18s
Response Time (total) 207.45s 190.99s
Parameters ~2T total (~150B active) ~320B total (~18B active)
Availability Closed Closed

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.

#232 GPT-6 Sol

none
Cost
$0.030
Time
31.9s
Tokens
3,055 tok

#237 GLM 5.3 FlashX Legal

low
Cost
$0.003
Time
12.4s
Tokens
2,362 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
GPT-6 Sol 5.5 10.0 33.3% 0 12.23s 7,302 389 0
GLM 5.3 FlashX Legal 5.4 7.2 44.4% 1 5.90s 7,317 465 3,760

Quick Compare

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