OpenAI compatible API · Attested · Public status

MoonshotAI: Kimi K3 vs Qwen3 Embedding 8B

MoonshotAI: Kimi K3 vs Qwen3 Embedding 8B: 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

Qwen3 Embedding 8B 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. Probe-backed speed data is shown when enough recent samples exist.

$12.66/1MMoonshotAI: Kimi K3 cheapest route

$0.01055/1MQwen3 Embedding 8B cheapest route

1432 msMoonshotAI: Kimi K3 fastest measured p50 TTFT via baseten

not enough dataQwen3 Embedding 8B fastest measured p50 TTFT

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.

MoonshotAI: Kimi K3Qwen3 Embedding 8B

Model idmoonshotai/kimi-k3Qwen/Qwen3-Embedding-8B

Publisher Kimi DeepInfra

AI IQ IQ 123#17 —

Context1,048,576 tokens32,000 tokens

Provider routes372

Cheapest route$12.66/1M$0.01055/1M

Privacy posturehas provider E2EE routeprovider posture varies

Fastest measured p50 TTFT1432 ms via basetennot enough data

Highest measured throughput26 tok/s via kiminot enough data

Recent route uptime range0.00% to 100.00%100.00%

Modes chat embeddings

MoonshotAI: Kimi K3 routes

Overview37 endpoints
PricingPrompt and completion rates
ProvidersAll serving providers

Qwen3 Embedding 8B routes

Overview2 endpoints
PricingPrompt and completion 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="moonshotai/kimi-k3",
    messages=messages,
)

Questions

Which should I use, MoonshotAI: Kimi K3 or Qwen3 Embedding 8B?

Is MoonshotAI: Kimi K3 or Qwen3 Embedding 8B cheaper?

The current cheapest TrustedRouter route is $12.66/1M for MoonshotAI: Kimi K3 and $0.01055/1M for Qwen3 Embedding 8B. The comparison uses current catalog prices and updates as provider pricing changes.

Is MoonshotAI: Kimi K3 or Qwen3 Embedding 8B faster?

Current measured p50 time to first token is 1432 ms for MoonshotAI: Kimi K3 and not enough data for Qwen3 Embedding 8B. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test MoonshotAI: Kimi K3 and Qwen3 Embedding 8B with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between moonshotai/kimi-k3 and Qwen/Qwen3-Embedding-8B. This makes side-by-side evals possible without maintaining two provider integrations.