Short answer: Ling 3.0 Flash VL is 11x cheaper (under 0.01¢ vs 0.038¢ a chat). Ling 3.0 Flash VL ranks higher overall (#12 vs #14). Ling 3.0 Flash VL wins at reasoning, agentic tasks. GPT-5.6 Luna wins at coding. Ling 3.0 Flash VL is the better all-rounder for the money, but GPT-5.6 Luna is worth it if you mostly need coding.
IINCLUSIONGANG
LING 3.0 FLASH VL
INCLUSION GANG
CRAPGPT.LOLINDEPENDENT AI MODEL REVIEWS
CRAP SCORE772 SOURCES
OPENFOREVERYONE
CHEAPBIGCONTEXT
POWER66AA · CRAPGPT
Reasoning
75
Agentic
75
Code
55
Instruction
54
Writing
54
Value
98
RUNNER★★★★
GENERALIST / REASONER
<0.01¢ per chat · 28,300 chats per NZ$1
“Cheap, quick, gone.”
Every model is somebody.
— CRAPGPT.LOL —
OOPENAIGANG
GPT-5.6 LUNA
OPENAI GANG
CRAPGPT.LOLINDEPENDENT AI MODEL REVIEWS
CRAP SCORE674 SOURCES
INTELLIGENCEPEOPLETOOLSA BRIGHTERTOMORROW.
BETTERIDEASHIGHERPEOPLE
POWER64ARENA · EPOCH · AA · CRAPGPT
Writing
55
Math
73
Code
66
Reasoning
66
Instruction
60
Value
74
SPECIALIST★★★★
WRITER / ANALYST
0.038¢ per chat · 2,638 chats per NZ$1
“Say it once. Say it right.”
Every model is somebody.
— CRAPGPT.LOL —
Ling 3.0 Flash VL
GPT-5.6 Luna
Cost per chat (NZD)
under 0.01¢
0.038¢
Chats per NZ$1
28,300
2,638
Overall rank
#12
#14
Vendor
InclusionAI
OpenAI
Speciality
General
Writing
Reasoning
75
66
Code
55
66
Agentic
75
57
Scores are 0 to 100 percentiles blending LMArena, Epoch AI, Artificial Analysis and CrapGPT's own tests. Updated 2026-10-11.
FAQ
Which is cheaper, Ling 3.0 Flash VL or GPT-5.6 Luna?
Ling 3.0 Flash VL costs under 0.01¢ per typical chat versus 0.038¢ for GPT-5.6 Luna on CrapGPT (NZD, measured token use).
Which is better, Ling 3.0 Flash VL or GPT-5.6 Luna?
Ling 3.0 Flash VL ranks higher overall on CrapGPT's blended benchmark score. By category: Ling 3.0 Flash VL leads at reasoning, agentic tasks; GPT-5.6 Luna leads at coding.
Can I try Ling 3.0 Flash VL and GPT-5.6 Luna side by side?
Yes. CrapGPT's card battle sends one prompt to two models and lets you pick the winner, paying only for the two replies.
