Short answer: Ling 3.0 Flash VL is 11x cheaper (under 0.01¢ vs 0.040¢ a chat). GLM 5.3 Flash ranks higher overall (#10 vs #12). Ling 3.0 Flash VL wins at reasoning. GLM 5.3 Flash wins at coding, agentic tasks. Pick Ling 3.0 Flash VL for everyday use and GLM 5.3 Flash when quality matters most.


| Ling 3.0 Flash VL | GLM 5.3 Flash | |
|---|---|---|
| Cost per chat (NZD) | under 0.01¢ | 0.040¢ |
| Chats per NZ$1 | 28,300 | 2,505 |
| Overall rank | #12 | #10 |
| Vendor | InclusionAI | Z.ai |
| Speciality | General | Reasoning |
| Crowd Elo | no votes | 1012 |
| Reasoning | 75 | 73 |
| Code | 55 | 70 |
| Agentic | 75 | 77 |
Scores are 0 to 100 percentiles blending LMArena, Epoch AI, Artificial Analysis and CrapGPT's own tests. Updated 2026-10-11.
Ling 3.0 Flash VL costs under 0.01¢ per typical chat versus 0.040¢ for GLM 5.3 Flash on CrapGPT (NZD, measured token use).
GLM 5.3 Flash ranks higher overall on CrapGPT's blended benchmark score. By category: Ling 3.0 Flash VL leads at reasoning; GLM 5.3 Flash leads at coding, agentic tasks.
Yes. CrapGPT's card battle sends one prompt to two models and lets you pick the winner, paying only for the two replies.
Battle them yourself Ling 3.0 Flash VL details · GLM 5.3 Flash details