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GPT-4o-mini vs Qwen3 Coder Next

GPT-4o-mini leads on average score with 5.0 vs 4.9. GPT-4o-mini has the lower benchmark cost at $0.024 vs $0.067. GPT-4o-mini is faster at 4.16s vs 19.73s, with pass rates of 21.7% vs 24.6%.

Last updated at: 2026-10-02

Compared models

Rank
#304
Total Output Tokens
3,627
Response Time (avg)
4.16s
Total Cost
$0.024
Rank
#308
Total Output Tokens
45,168
Response Time (avg)
19.73s
Total Cost
$0.067
Recommended model GPT-4o-mini

It has the best score here (5.0), while costing about 2.8x less than Qwen3 Coder Next.

Detailed comparison

Metric GPT-4o-mini GPT-4o-mini none Release: 2024-07-18 Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 5.0 4.9
Rank #304 #308
Reliability 10.0 10.0
Consistency 9.9 9.7
Attempts 69/69 69/69
Tests Correct
Attempt pass rate 21.7% 24.6%
Flaky tests 0 1
Total Runs 69 69
Cost per result 0.480 1.300
Total Cost $0.024 $0.067
Input Price $0.150 / 1M $0.120 / 1M
Output Price $0.600 / 1M $0.800 / 1M
Cache Read Price $0.075 / 1M $0.070 / 1M
Cache Write Price N/A N/A
Total Input Tokens 145,180 250,329
Output Tokens 3,627 45,168
Reasoning Tokens 0 0
Response Time (avg) 4.16s 19.73s
Response Time (max) 39.99s 208.38s
Response Time (total) 70.70s 355.09s
Parameters ~8B 80B total (3B 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.

#304 GPT-4o-mini

none
Cost
$0.001
Time
6.6s
Tokens
742 tok

#308 Qwen3 Coder Next

none
Invalid SVG
Cost
$0.058
Time
246.3s
Tokens
64,126 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-4o-mini 3.2 9.6 0.0% 0 1.63s 7,314 367 0
Qwen3 Coder Next 4.6 7.9 22.2% 1 2.22s 7,442 621 0

Quick Compare

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KAT Coder AIR V2.5lowvsGPT-4o-mininoneLaguna S 2.1highFree AvailablevsQwen3 Coder NextnoneMiniMax M2.7mediumvsGPT-4o-mininoneMercury 2.5 PreviewlowvsGPT-4o-mininoneKAT Coder AIR V2.5lowvsQwen3 Coder NextnoneGPT-4o-mininonevsLaguna S 2.1highFree AvailableMiniMax M2.7mediumvsQwen3 Coder NextnoneGPT-4o-mininonevsLaguna S 2.1mediumFree AvailableMercury 2.5 PreviewlowvsQwen3 Coder NextnoneLaguna S 2.1mediumFree AvailablevsQwen3 Coder NextnoneKAT Coder AIR V2.5mediumvsGPT-4o-mininoneMercury 2.5lowvsGPT-4o-mininone