OpenAI compatible API · Attested · Public status

nvidia/Gemma-4-31B-IT-NVFP4 vs MoonshotAI: Kimi K3

nvidia/Gemma-4-31B-IT-NVFP4 vs MoonshotAI: Kimi K3: 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

nvidia/Gemma-4-31B-IT-NVFP4 has the lower cheapest prompt+completion route on TrustedRouter. MoonshotAI: Kimi K3 has more provider fallback routes, while MoonshotAI: Kimi K3 has the larger context window. Current TrustedRouter probes show MoonshotAI: Kimi K3 with the lower p50 TTFT.

$0.5697/1Mnvidia/Gemma-4-31B-IT-NVFP4 cheapest route
$12.66/1MMoonshotAI: Kimi K3 cheapest route
9339 msnvidia/Gemma-4-31B-IT-NVFP4 fastest measured p50 TTFT via sail-research
1433 msMoonshotAI: Kimi K3 fastest measured p50 TTFT via venice

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.

nvidia/Gemma-4-31B-IT-NVFP4MoonshotAI: Kimi K3
Model idgoogle/gemma-4-31b-it-nvfp4moonshotai/kimi-k3
AI IQ IQ 123#17
Context0 tokens1,048,576 tokens
Provider routes137
Cheapest route$0.5697/1M$12.66/1M
Privacy postureprovider posture varieshas provider E2EE route
Fastest measured p50 TTFT9339 ms via sail-research1433 ms via venice
Highest measured throughputnot enough data71 tok/s via baseten
Recent route uptime range100.00%44.44% to 100.00%
Modes chat chat

nvidia/Gemma-4-31B-IT-NVFP4 routes

MoonshotAI: Kimi K3 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="google/gemma-4-31b-it-nvfp4",
    messages=messages,
)

Questions

Which should I use, nvidia/Gemma-4-31B-IT-NVFP4 or MoonshotAI: Kimi K3?

nvidia/Gemma-4-31B-IT-NVFP4 has the lower cheapest prompt+completion route on TrustedRouter. MoonshotAI: Kimi K3 has more provider fallback routes, while MoonshotAI: Kimi K3 has the larger context window. Current TrustedRouter probes show MoonshotAI: Kimi K3 with the lower p50 TTFT.

Is nvidia/Gemma-4-31B-IT-NVFP4 or MoonshotAI: Kimi K3 cheaper?

The current cheapest TrustedRouter route is $0.5697/1M for nvidia/Gemma-4-31B-IT-NVFP4 and $12.66/1M for MoonshotAI: Kimi K3. The comparison uses current catalog prices and updates as provider pricing changes.

Is nvidia/Gemma-4-31B-IT-NVFP4 or MoonshotAI: Kimi K3 faster?

Current measured p50 time to first token is 9339 ms for nvidia/Gemma-4-31B-IT-NVFP4 and 1433 ms for MoonshotAI: Kimi K3. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test nvidia/Gemma-4-31B-IT-NVFP4 and MoonshotAI: Kimi K3 with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between google/gemma-4-31b-it-nvfp4 and moonshotai/kimi-k3. This makes side-by-side evals possible without maintaining two provider integrations.

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