GPT-5.6 Terra (low) vs Qwen3.8 2.4T A95B (high)

Compared models

Recommended model GPT-5.6 Terra (low)

It has the best score here (7.9), while costing about 4.4x less than Qwen3.8 2.4T A95B (high).

Metric	GPT-5.6 Terra GPT-5.6 Terra low Release: 2026-07-09	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B high Release: 2026-08-12

Metric	GPT-5.6 Terra GPT-5.6 Terra low Release: 2026-07-09	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B high Release: 2026-08-12
Score	7.9	7.9
Rank	#95	#102
Reliability	10.0	9.6
Consistency	8.0	8.4
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	75.4%	75.4%
Flaky tests	6	4
Total Runs	69	69
Cost per result	5.277	18.696
Total Cost	$0.645	$2.805
Input Price	$2.000 / 1M	$2.000 / 1M
Output Price	$12.000 / 1M	$6.000 / 1M
Total Input Tokens	176,890	295,642
Output Tokens	5,688	115,041
Reasoning Tokens	18,525	353,398
Response Time (avg)	7.58s	120.88s
Response Time (max)	54.57s	532.28s
Response Time (total)	174.39s	2780.16s
Parameters	~1T total (~60B active)	2.4T total (95B active)
Availability	Closed	Weights available

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

low

high

Reached the allocated time limit (600 seconds) without receiving showcase output.

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	10.0	10.0	100.0%	0		54.57s	96,586	974	1,653
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		127.11s	186,711	2,240	10,171

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	8.3	10.0	75.0%	0		2.36s	606	171	602
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		24.22s	1,128	305	4,864

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	6.6	4.6	77.8%	2		9.56s	7,302	429	6,821
Qwen3.8 2.4T A95B	5.9	6.3	55.6%	1		160.52s	6,399	3,310	48,078

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	8.7	6.9	83.3%	1		9.68s	57,088	3,083	1,617
Qwen3.8 2.4T A95B	6.9	5.9	66.7%	1		266.12s	81,205	7,791	41,921

Data parsing and extraction	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	10.0	10.0	100.0%	0		919ms	7,140	222	0
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		13.67s	7,928	550	2,307

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	5.3	7.2	44.4%	1		9.34s	732	72	4,489
Qwen3.8 2.4T A95B	4.1	6.5	22.2%	1		301.08s	964	11,279	139,028

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	4.8	3.2	33.3%	1		3.52s	477	105	249
Qwen3.8 2.4T A95B	6.1	3.1	66.7%	1		11.38s	630	2,020	2,165

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	10.0	10.0	100.0%	0		1.48s	660	87	134
Qwen3.8 2.4T A95B	9.8	10.0	100.0%	0		11.45s	927	245	1,727

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	10.0	10.0	100.0%	0		4.46s	642	259	1,506
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		65.54s	989	698	15,073

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	4.7	1.6	66.7%	1		6.69s	5,462	257	226
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		32.93s	8,481	302	656

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	3.0	10.0	0.0%	0		5.95s	195	29	1,228
Qwen3.8 2.4T A95B	3.0	10.0	0.0%	0		347.95s	280	86,301	87,408

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