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

Compared models

Recommended model GPT-5.6 Terra (high)

Its score stays close to the best score here (8.3 vs 8.4), while costing about 2.8x less than Qwen3.8 2.4T A95B (low).

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

Metric	GPT-5.6 Terra GPT-5.6 Terra high Release: 2026-07-09	Qwen3.8 2.4T A95B Qwen3.8 2.4T A95B low Release: 2026-08-12
Score	8.3	8.4
Rank	#76	#68
Reliability	10.0	9.6
Consistency	9.4	9.2
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	69.6%	73.9%
Flaky tests	2	2
Total Runs	69	69
Cost per result	8.674	19.825
Total Cost	$1.116	$3.172
Input Price	$2.000 / 1M	$2.000 / 1M
Output Price	$12.000 / 1M	$6.000 / 1M
Total Input Tokens	197,239	313,881
Output Tokens	6,083	123,706
Reasoning Tokens	53,982	388,328
Response Time (avg)	13.62s	120.40s
Response Time (max)	91.49s	534.21s
Response Time (total)	313.21s	2769.16s
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.

high

low

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		66.44s	116,183	1,028	2,949
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		151.76s	200,602	2,661	13,832

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		2.54s	606	158	700
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		22.04s	1,104	397	4,814

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	7.6	7.2	77.8%	1		9.14s	7,302	370	6,087
Qwen3.8 2.4T A95B	7.8	9.3	66.7%	0		172.53s	6,716	21,405	57,399

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		13.72s	57,848	3,461	3,174
Qwen3.8 2.4T A95B	8.2	6.9	66.7%	1		231.85s	85,267	8,008	50,681

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		938ms	7,140	222	0
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		22.27s	7,956	839	2,445

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	10.0	33.3%	0		42.65s	732	70	32,239
Qwen3.8 2.4T A95B	3.2	9.3	0.0%	0		287.65s	1,008	16,133	156,114

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	5.1	10.0	0.0%	0		3.03s	477	113	216
Qwen3.8 2.4T A95B	6.1	3.1	66.7%	1		22.97s	606	44	1,497

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		2.14s	660	96	319
Qwen3.8 2.4T A95B	9.8	10.0	100.0%	0		19.54s	903	263	1,480

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Terra	7.7	10.0	66.7%	0		5.45s	642	277	2,613
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		43.37s	1,026	1,154	25,563

Tool Calling	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		4.97s	5,454	258	168
Qwen3.8 2.4T A95B	10.0	10.0	100.0%	0		25.88s	8,481	302	975

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		23.30s	195	30	5,517
Qwen3.8 2.4T A95B	3.0	10.0	0.0%	0		422.46s	212	72,500	73,528

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