OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V3.2 vs Z.ai: GLM 5.3 Flash

DeepSeek V3.2 vs Z.ai: GLM 5.3 Flash: compare current API pricing, context, provider routes, privacy, p50 latency, and OpenAI-compatible access.

Verify gateway

Onebase URL to migrate

100sof models and routes

0prompt or output logs. Always.

Compare routesProviders, price, context, and policy posture in one view.

Use auto when uptime mattersKeep a primary model and let fallback handle provider failures.

Same API shapeUse the OpenAI client and set the model you want.

Practical read

Monthly evidence

Z.ai: GLM 5.3 Flash has the lower published input-plus-output rate, more Credits provider routes, the larger context window and the lower measured p50 time to first token.

$0.6752/1MDeepSeek: DeepSeek V3.2 cheapest route

$0.32705/1MZ.ai: GLM 5.3 Flash cheapest route

1425 msDeepSeek: DeepSeek V3.2 fastest measured p50 TTFT via friendli

626 msZ.ai: GLM 5.3 Flash fastest measured p50 TTFT via wafer

The price comparison adds each route's rate for one million input tokens and one million output tokens; your cost depends on your input/output mix. Prices and live route measurements can change. Use the monthly reports when you need a stable evidence window, then run a small task-specific eval before choosing a production default.

DeepSeek: DeepSeek V3.2Z.ai: GLM 5.3 Flash

Model iddeepseek/deepseek-v3.2z-ai/glm-5.3-flash

Publisher DeepSeek Z.AI

AI IQ IQ 102#102 IQ 120#40

Context131,072 tokens1,048,576 tokens

Credits provider routes831

Cheapest route$0.6752/1M$0.32705/1M

Cached input$0.079125/1M to $0.74694/1M$0.015825/1M to $0.110775/1M

Privacy posturehas Confidential route (E2EE + ZDR)has Confidential route (E2EE + ZDR)

Fastest measured p50 TTFT1425 ms via friendli626 ms via wafer

Highest measured throughputnot enough datanot enough data

Recent route uptime range50.00% to 100.00%0.00% to 100.00%

Modes chat chat

DeepSeek: DeepSeek V3.2 routes

Overview8 Credits routes
PricingInput, cached input, and output rates
BenchmarksTrustedRouter and external sources
ProvidersAll serving providers

Z.ai: GLM 5.3 Flash routes

Overview31 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

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Production choice

Pick a default model. Keep fallback enabled.

TrustedRouter is useful when you know the model you want, but still need provider rollover, budget limits, usage records, and a prompt path you can verify.

OpenAI clientPython

client = OpenAI(
    base_url="https://api.trustedrouter.com/v1",
    api_key="sk-tr-v1-..."
)

response = client.chat.completions.create(
    model="deepseek/deepseek-v3.2",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V3.2 or Z.ai: GLM 5.3 Flash?

Z.ai: GLM 5.3 Flash has the lower published input-plus-output rate, more Credits provider routes, the larger context window and the lower measured p50 time to first token.

Is DeepSeek: DeepSeek V3.2 or Z.ai: GLM 5.3 Flash cheaper?

The current cheapest TrustedRouter route is $0.6752/1M for DeepSeek: DeepSeek V3.2 and $0.32705/1M for Z.ai: GLM 5.3 Flash. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V3.2 or Z.ai: GLM 5.3 Flash faster?

Current measured p50 time to first token is 1425 ms for DeepSeek: DeepSeek V3.2 and 626 ms for Z.ai: GLM 5.3 Flash. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V3.2 and Z.ai: GLM 5.3 Flash with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between deepseek/deepseek-v3.2 and z-ai/glm-5.3-flash. This makes side-by-side evals possible without maintaining two provider integrations.