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OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Pro 0423 vs Z.ai: GLM 5.3 Flash

Z.ai: GLM 5.3 Flash has the lower published input-plus-output rate, more Credits provider routes and the lower measured p50 time to first token. Their context windows are the same size. Compare price, speed, context, and privacy.

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 and the lower measured p50 time to first token. Their context windows are the same size.

$1.5825/1MDeepSeek: DeepSeek V4 Pro 0423 cheapest route
$0.32705/1MZ.ai: GLM 5.3 Flash cheapest route
1152 msDeepSeek: DeepSeek V4 Pro 0423 fastest measured p50 TTFT via crusoe
1004 msZ.ai: GLM 5.3 Flash fastest measured p50 TTFT via telnyx

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 V4 Pro 0423Z.ai: GLM 5.3 Flash
Model iddeepseek/deepseek-v4-proz-ai/glm-5.3-flash
Context1,048,576 tokens1,048,576 tokens
Credits provider routes1634
Cheapest route$1.5825/1M$0.32705/1M
Cached input$0.01/1M to $0.739555/1M$0.01266/1M to $0.076488/1M
Privacy posturehas ZDR routehas Confidential route (E2EE + ZDR)
Fastest measured p50 TTFT1152 ms via crusoe1004 ms via telnyx
Highest measured throughputnot enough datanot enough data
Recent route uptime range83.33% to 100.00%0.00% to 100.00%
Modes chat chat

DeepSeek: DeepSeek V4 Pro 0423 routes

Z.ai: GLM 5.3 Flash routes

Related comparisons

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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-v4-pro",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Pro 0423 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 and the lower measured p50 time to first token. Their context windows are the same size.

Is DeepSeek: DeepSeek V4 Pro 0423 or Z.ai: GLM 5.3 Flash cheaper?

The current cheapest TrustedRouter route is $1.5825/1M for DeepSeek: DeepSeek V4 Pro 0423 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 V4 Pro 0423 or Z.ai: GLM 5.3 Flash faster?

Current measured p50 time to first token is 1152 ms for DeepSeek: DeepSeek V4 Pro 0423 and 1004 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 V4 Pro 0423 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-v4-pro and z-ai/glm-5.3-flash. This makes side-by-side evals possible without maintaining two provider integrations.

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