Ranked by a stated method
Ranking combines the Artificial Analysis Intelligence Index, task-specific evaluation results where independently reproduced, and price per million tokens. Vendor-only claims are excluded from the ranking itself and shown separately where relevant.
Candidates
| Model | Why it ranks here | Full comparison |
|---|---|---|
| GLM-5.3 | Reliable function calling and structured output at low cost per step. | Compare → |
| Claude (Fable 5 / Opus) | Strong long-horizon planning; higher cost per step. | Compare → |
| Gemini 3.1 Pro | Adds multimodal tool inputs GLM-5.3 does not support. | Compare → |
| Kimi K3 | Open-weight peer with comparable automation-shaped results. | Compare → |
Ready to test the workflow?
Create account & add creditsThis is not a universal winner
A ranked list compresses many workloads into one order. Check the linked comparison for your specific workload before deciding — especially where modality support or self-host requirements are the deciding factor.
Frequently asked questions
Where is the live GLM-5.3 model page?
The canonical model page with current OneInfer pricing, capabilities, and availability is /models/zai-org/GLM-5.3. This page is a focused facet of that entity, not a replacement for it.
How should I treat benchmark or price claims?
Check each claim’s provenance label and observed date. Vendor-reported and independently verified numbers are shown as separate evidence classes on this hub.
Put GLM-5.3 to work
Fund a controlled evaluation, start with a prepared prompt, and measure quality and cost on your own workload.