OpenAI compatible API · Attested · Public status

Ling 3.0 Flash Fast vs MoonshotAI: Kimi K3

Ling 3.0 Flash Fast 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

Ling 3.0 Flash Fast 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.

$0.2532/1MLing 3.0 Flash Fast cheapest route

$12.3435/1MMoonshotAI: Kimi K3 cheapest route

not enough dataLing 3.0 Flash Fast fastest measured p50 TTFT

1226 msMoonshotAI: Kimi K3 fastest measured p50 TTFT via together

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.

Ling 3.0 Flash FastMoonshotAI: Kimi K3

Model idinclusionai/ling-3.0-flash-fastmoonshotai/kimi-k3

Publisher Novita AI Kimi

AI IQ — IQ 123#21

Context262,144 tokens1,048,576 tokens

Credits provider routes123

Cheapest route$0.2532/1M$12.3435/1M

Cached input$0.01266/1M$0.205725/1M to $1.7302/1M

Privacy postureprovider posture varieshas provider E2EE route

Fastest measured p50 TTFTnot enough data1226 ms via together

Highest measured throughputnot enough data94 tok/s via engy

Recent route uptime rangenot enough data57.14% to 100.00%

Modes chat chat

Ling 3.0 Flash Fast routes

Overview1 Credits routes

MoonshotAI: Kimi K3 routes

Overview23 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Related comparisons

Browse every comparison

MoonshotAI: Kimi K3 vs Z.ai: GLM 5.254 combined provider routes
DeepSeek: DeepSeek V4 Flash 0731 vs MoonshotAI: Kimi K345 combined provider routes
MoonshotAI: Kimi K3 vs Z.ai: GLM 5.345 combined provider routes
MoonshotAI: Kimi K3 vs Z.ai: GLM 5.3 Flash43 combined provider routes
MoonshotAI: Kimi K2.6 vs MoonshotAI: Kimi K342 combined provider routes
MoonshotAI: Kimi K3 vs OpenAI: gpt-oss-120b42 combined provider routes
DeepSeek: DeepSeek V4 Flash 0423 vs MoonshotAI: Kimi K341 combined provider routes
DeepSeek: DeepSeek V4 Pro 0423 vs MoonshotAI: Kimi K339 combined provider routes

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="inclusionai/ling-3.0-flash-fast",
    messages=messages,
)

Questions

Which should I use, Ling 3.0 Flash Fast or MoonshotAI: Kimi K3?

Is Ling 3.0 Flash Fast or MoonshotAI: Kimi K3 cheaper?

The current cheapest TrustedRouter route is $0.2532/1M for Ling 3.0 Flash Fast and $12.3435/1M for MoonshotAI: Kimi K3. The comparison uses current catalog prices and updates as provider pricing changes.

Is Ling 3.0 Flash Fast or MoonshotAI: Kimi K3 faster?

Current measured p50 time to first token is not enough data for Ling 3.0 Flash Fast and 1226 ms for MoonshotAI: Kimi K3. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test Ling 3.0 Flash Fast 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 inclusionai/ling-3.0-flash-fast and moonshotai/kimi-k3. This makes side-by-side evals possible without maintaining two provider integrations.