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OpenAI compatible API · Attested · Public status

DeepSeek: DeepSeek V4 Flash 0731 vs Z.ai: GLM 5.3

DeepSeek V4 Flash 0731 has the lower published input-plus-output rate and the lower measured p50 time to first token. Z.ai: GLM 5.3 has more Credits provider routes. 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

DeepSeek V4 Flash 0731 has the lower published input-plus-output rate and the lower measured p50 time to first token. Z.ai: GLM 5.3 has more Credits provider routes. Their context windows are the same size.

$0.142425/1MDeepSeek: DeepSeek V4 Flash 0731 cheapest route
$3.458818/1MZ.ai: GLM 5.3 cheapest route
819 msDeepSeek: DeepSeek V4 Flash 0731 fastest measured p50 TTFT via mancer
858 msZ.ai: GLM 5.3 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 V4 Flash 0731Z.ai: GLM 5.3
Model iddeepseek/deepseek-v4-flash-0731z-ai/glm-5.3
AI IQ — IQ 125#24
Context1,048,576 tokens1,048,576 tokens
Credits provider routes2733
Cheapest route$0.142425/1M$3.458818/1M
Cached input$0.01/1M to $0.118793/1M$0.1055/1M to $0.96005/1M
Privacy posturehas Confidential route (E2EE + ZDR)has Confidential route (E2EE + ZDR)
Fastest measured p50 TTFT819 ms via mancer858 ms via wafer
Highest measured throughput236 tok/s via confidential-ai67 tok/s via thinkingmachines
Recent route uptime range100.00%100.00%
Modes chat chat

DeepSeek: DeepSeek V4 Flash 0731 routes

Z.ai: GLM 5.3 routes

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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-flash-0731",
    messages=messages,
)

Questions

Which should I use, DeepSeek: DeepSeek V4 Flash 0731 or Z.ai: GLM 5.3?

DeepSeek V4 Flash 0731 has the lower published input-plus-output rate and the lower measured p50 time to first token. Z.ai: GLM 5.3 has more Credits provider routes. Their context windows are the same size.

Is DeepSeek: DeepSeek V4 Flash 0731 or Z.ai: GLM 5.3 cheaper?

The current cheapest TrustedRouter route is $0.142425/1M for DeepSeek: DeepSeek V4 Flash 0731 and $3.458818/1M for Z.ai: GLM 5.3. The comparison uses current catalog prices and updates as provider pricing changes.

Is DeepSeek: DeepSeek V4 Flash 0731 or Z.ai: GLM 5.3 faster?

Current measured p50 time to first token is 819 ms for DeepSeek: DeepSeek V4 Flash 0731 and 858 ms for Z.ai: GLM 5.3. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test DeepSeek: DeepSeek V4 Flash 0731 and Z.ai: GLM 5.3 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-flash-0731 and z-ai/glm-5.3. This makes side-by-side evals possible without maintaining two provider integrations.

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