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d1-ultra (default) vs Xing4.0 29b A4b (medium)

Xing4.0 29b A4b (medium) leads on average score with 3.7 vs 2.7. Xing4.0 29b A4b (medium) has the lower benchmark cost at $0.000 vs $0.003. d1-ultra (default) is faster at 531ms vs 371.69s, with pass rates of 20.3% vs 26.1%.

Last updated at: 2026-10-19

Compared models

Rank
#430
Total Output Tokens
0
Response Time (avg)
531ms
Total Cost
$0.003
Rank
#407
Total Output Tokens
107,980
Response Time (avg)
371.69s
Total Cost
$0.000
Recommended model Xing4.0 29b A4b (medium)

It has the strongest score in this comparison (3.7) and the best overall balance of cost and response time across 2 models.

Detailed comparison

Metric d1-ultra d1-ultra default Release: 2026-10-17 Xing4.0 29b A4b Xing4.0 29b A4b medium Release: 2026-10-17 Free Available
Score 2.7 3.7
Rank #430 #407
Reliability 10.0 7.3
Consistency 4.9 6.2
Attempts 36/69 69/69
Tests Correct
Attempt pass rate 20.3% 26.1%
Flaky tests 1 11
Total Runs 36 69
Cost per result 0.059 0.000
Total Cost $0.003 $0.000
Input Price $0.042 / 1M $0.000 / 1M
Output Price $0.000 / 1M $0.000 / 1M
Cache Read Price $0.042 / 1M N/A
Cache Write Price N/A N/A
Total Input Tokens 55,956 98,467
Output Tokens 0 3,385
Reasoning Tokens 0 104,595
Response Time (avg) 531ms 371.69s
Response Time (max) 697ms 971.85s
Response Time (total) 6.38s 8548.88s
Parameters - 29B total (4B active)
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.

#430 LiquidAI: d1-ultra

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

#407 Xing4.0 29b A4b

medium
Reached the allocated time limit (600 seconds) without receiving showcase output.
Cost
$0.000
Time
600.0s
Tokens
0 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
d1-ultra 5.3 4.3 55.6% 1 561ms 25,605 0 0
Xing4.0 29b A4b 4.2 5.1 33.3% 2 798.00s 1,889 502 27,115

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