Claude Sonnet 5 vs GLM-5.3

A side-by-side comparison of Claude Sonnet 5 and GLM-5.3: input/output pricing, capabilities and available endpoints, served live from 188pay.ai. Both are reachable with the same API key.

Pricing comparison

ItemClaude Sonnet 5GLM-5.3
Input (per 1M tokens)$1.4$0.77
Output (per 1M tokens)$7$2.42
Cache read (per 1M tokens)$0.14$0.143
Cache write 5m (per 1M tokens)$1.75

Specifications

ItemClaude Sonnet 5GLM-5.3
Context window1,000,0001,048,576
Max output131,072

Capability comparison

ItemClaude Sonnet 5GLM-5.3
function_callingYesYes
prompt_cachingYesYes
visionYes

Which should you pick

Which is cheaper, Claude Sonnet 5 or GLM-5.3?

On input, GLM-5.3 is cheaper ($1.4 vs $0.77 per 1M tokens). On output, GLM-5.3 is cheaper ($7 vs $2.42 per 1M tokens). All prices are per million tokens in USD.

Which has the larger context window, Claude Sonnet 5 or GLM-5.3?

GLM-5.3 does — Claude Sonnet 5 accepts 1,000,000 input tokens and GLM-5.3 accepts 1,048,576.

What can Claude Sonnet 5 do that GLM-5.3 cannot?

both support function_calling, prompt_caching; only Claude Sonnet 5 supports vision.

Can I switch between Claude Sonnet 5 and GLM-5.3 without changing my code?

Yes. Both are available on 188pay.ai through one API key and the same OpenAI-compatible endpoint — switching means changing the model field from "claude-sonnet-5" to "glm-5.3", nothing else.

Both are available on 188pay.ai under one API key — switching between them means changing the model field and nothing else, so you can use each where it fits rather than picking one.

Claude Sonnet 5 · GLM-5.3 · All models