GPT-5.6 Luna (high) vs Qwen3.5-27B (medium)

Compared models

Rank: #96
Total Output Tokens: 139,395
Response Time (avg): 18.39s
Total Cost: $0.118

Rank: #102
Total Output Tokens: 635,288
Response Time (avg): 114.73s
Total Cost: $1.135

Recommended model GPT-5.6 Luna (high)

It has the best score here (8.0), while costing about 9.6x less than Qwen3.5-27B (medium).

Detailed comparison

Metric	GPT-5.6 Luna GPT-5.6 Luna high Release: 2026-07-09	Qwen3.5-27B Qwen3.5-27B medium Release: 2026-02-24

Metric	GPT-5.6 Luna GPT-5.6 Luna high Release: 2026-07-09	Qwen3.5-27B Qwen3.5-27B medium Release: 2026-02-24
Score	8.0	7.9
Rank	#96	#102
Reliability	10.0	10.0
Consistency	8.6	7.9
Attempts	69/69	69/69
Tests Correct
Attempt pass rate	71.0%	76.8%
Flaky tests	4	6
Total Runs	69	69
Cost per result	5.882	8.104
Total Cost	$0.118	$1.135
Input Price	$0.200 / 1M	$0.195 / 1M
Output Price	$1.200 / 1M	$1.560 / 1M
Cache Read Price	$0.020 / 1M	N/A
Cache Write Price	$0.250 / 1M	N/A
Total Input Tokens	197,896	288,919
Output Tokens	6,211	17,484
Reasoning Tokens	133,184	617,804
Response Time (avg)	18.39s	114.73s
Response Time (max)	111.09s	1026.43s
Response Time (total)	422.93s	2638.74s
Parameters	~400B total (~17B active)	27B
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.

#96 GPT-5.6 Luna

high

Cost: $0.033
Time: 34.2s
Tokens: 5,484 tok

#102 Qwen3.5-27B

medium

Cost: $0.008
Time: 62.0s
Tokens: 3,099 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

Category:

Agentic	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	10.0	10.0	100.0%	0		60.15s	116,969	1,123	2,957
Qwen3.5-27B	10.0	10.0	100.0%	0		146.48s	177,275	1,371	19,008

Anti-AI Tricks	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	8.3	10.0	75.0%	0		2.99s	606	162	1,265
Qwen3.5-27B	8.7	7.9	91.7%	1		19.75s	672	569	31,505

Coding	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	5.5	4.7	55.6%	2		15.63s	7,302	510	17,746
Qwen3.5-27B	6.2	7.1	55.6%	1		160.69s	7,895	6,381	89,388

Combined	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	10.0	10.0	100.0%	0		19.05s	57,719	3,366	8,005
Qwen3.5-27B	7.3	5.8	83.3%	1		595.19s	84,417	7,948	279,132

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 Luna	10.0	10.0	100.0%	0		2.18s	7,140	234	470
Qwen3.5-27B	10.0	10.0	100.0%	0		30.26s	7,782	270	16,150

Domain specific	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	5.3	7.2	44.4%	1		62.87s	732	69	75,712
Qwen3.5-27B	5.9	7.2	55.6%	1		89.39s	562	157	52,734

General Intelligence	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	5.0	10.0	0.0%	0		3.65s	477	117	563
Qwen3.5-27B	6.1	3.1	66.7%	1		101.41s	524	70	23,147

Instructions following	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	9.9	10.0	100.0%	0		1.79s	660	97	481
Qwen3.5-27B	10.0	10.0	100.0%	0		19.66s	699	97	11,638

Puzzle Solving	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	7.6	7.2	77.8%	1		14.55s	642	242	18,281
Qwen3.5-27B	8.2	7.7	77.8%	1		59.60s	696	242	70,096

Tool Calling	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	10.0	10.0	100.0%	0		4.98s	5,454	260	324
Qwen3.5-27B	10.0	10.0	100.0%	0		7.45s	8,193	348	1,323

Trivia	Score	Consistency	Attempt pass rate	Flaky tests	Tests Correct	Response Time (avg)	Input Tokens	Output Tokens	Reasoning Tokens
GPT-5.6 Luna	3.0	10.0	0.0%	0		17.00s	195	31	7,380
Qwen3.5-27B	3.0	10.0	0.0%	0		85.11s	204	31	23,683

Switch Comparison Pair

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