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DeepSeek V4.1 Flash 1017 (max) vs GLM 5.3 FlashX Legal (high)

The average score is effectively tied at 8.2 vs 8.2. GLM 5.3 FlashX Legal (high) has the lower benchmark cost at $0.521 vs $0.757. GLM 5.3 FlashX Legal (high) is faster at 35.19s vs 78.20s, with pass rates of 76.8% vs 72.5%.

Last updated at: 2026-11-10

Compared models

Rank
#123
Total Output Tokens
1,170,181
Response Time (avg)
78.20s
Total Cost
$0.757
Rank
#127
Total Output Tokens
345,985
Response Time (avg)
35.19s
Total Cost
$0.521
Recommended model GLM 5.3 FlashX Legal (high)

It has the best score here (8.2), while responding about 2.2x faster than DeepSeek V4.1 Flash 1017 (max).

Detailed comparison

Metric DeepSeek V4.1 Flash 1017 DeepSeek V4.1 Flash 1017 max Release: 2026-10-18 GLM 5.3 FlashX Legal GLM 5.3 FlashX Legal high Release: 2026-11-02
Score 8.2 8.2
Rank #123 #127
Reliability 10.0 9.7
Consistency 8.2 8.6
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 76.8% 72.5%
Flaky tests 5 4
Total Runs 69 69
Cost per result 5.041 3.473
Total Cost $0.757 $0.521
Input Price $0.150 / 1M $0.370 / 1M
Output Price $0.600 / 1M $1.250 / 1M
Cache Read Price $0.003 / 1M $0.075 / 1M
Cache Write Price N/A N/A
Total Input Tokens 360,065 238,713
Output Tokens 7,711 7,034
Reasoning Tokens 1,162,470 338,951
Response Time (avg) 78.20s 35.19s
Response Time (max) 605.14s 298.81s
Response Time (total) 1798.65s 809.47s
Parameters ~748B total (~16B active) ~320B total (~18B active)
Availability Open source 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.

#123 DeepSeek V4.1 Flash 1017

max
Cost
$0.018
Time
135.0s
Tokens
35,163 tok

#127 GLM 5.3 FlashX Legal

high
Cost
$0.018
Time
103.8s
Tokens
13,703 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
DeepSeek V4.1 Flash 1017 5.6 4.2 66.7% 2 199.23s 7,509 111 475,423
GLM 5.3 FlashX Legal 8.2 7.2 88.9% 1 27.50s 7,317 397 31,799

Quick Compare

Switch Comparison Pair

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