OpenAI compatible API · Attested · Public status

NVIDIA: Nemotron 3 Ultra vs Z.ai: GLM 5.2

NVIDIA: Nemotron 3 Ultra vs Z.ai: GLM 5.2: 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

Z.ai: GLM 5.2 has the lower cheapest prompt+completion route on TrustedRouter. Z.ai: GLM 5.2 has more provider fallback routes, while Z.ai: GLM 5.2 has the larger context window. Current TrustedRouter probes show NVIDIA: Nemotron 3 Ultra with the lower p50 TTFT.

$3.15/1MNVIDIA: Nemotron 3 Ultra cheapest route

$2.289/1MZ.ai: GLM 5.2 cheapest route

1066 msNVIDIA: Nemotron 3 Ultra fastest measured p50 TTFT via together

1111 msZ.ai: GLM 5.2 fastest measured p50 TTFT via parasail

NVIDIA: Nemotron 3 UltraZ.ai: GLM 5.2

Model idnvidia/nemotron-3-ultra-550b-a55bz-ai/glm-5.2

Publisher Together Z.AI

AI IQ — IQ 120#16

Context512,288 tokens1,048,576 tokens

Provider routes745

Cheapest route$3.15/1M$2.289/1M

Privacy posturehas ZDR routehas provider E2EE route

Fastest measured p50 TTFT1066 ms via together1111 ms via parasail

Highest measured throughput132 tok/s via togethernot enough data

Recent route uptime range100.00%84.62% to 100.00%

Modes chat chat

NVIDIA: Nemotron 3 Ultra routes

Overview7 endpoints
PricingPrompt and completion rates
ProvidersAll serving providers

Z.ai: GLM 5.2 routes

Overview45 endpoints
PricingPrompt and completion rates
BenchmarksTrustedRouter and external sources
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="nvidia/nemotron-3-ultra-550b-a55b",
    messages=messages,
)

Questions

Which should I use, NVIDIA: Nemotron 3 Ultra or Z.ai: GLM 5.2?

Is NVIDIA: Nemotron 3 Ultra or Z.ai: GLM 5.2 cheaper?

The current cheapest TrustedRouter route is $3.15/1M for NVIDIA: Nemotron 3 Ultra and $2.289/1M for Z.ai: GLM 5.2. The comparison uses current catalog prices and updates as provider pricing changes.

Is NVIDIA: Nemotron 3 Ultra or Z.ai: GLM 5.2 faster?

Current measured p50 time to first token is 1066 ms for NVIDIA: Nemotron 3 Ultra and 1111 ms for Z.ai: GLM 5.2. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test NVIDIA: Nemotron 3 Ultra and Z.ai: GLM 5.2 with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between nvidia/nemotron-3-ultra-550b-a55b and z-ai/glm-5.2. This makes side-by-side evals possible without maintaining two provider integrations.