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MiniMax: MiniMax M3.1 Flash vs Thinking Machines: Inkling

Try both on us. Starter credit covers your first requests, then one key routes MiniMax M3.1 Flash and Inkling. Switch by changing the model name.

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

MiniMax: MiniMax M3.1 Flash has the lower published input-plus-output rate, more Credits provider routes, the larger context window and the lower measured p50 time to first token.

$0.79125/1MMiniMax: MiniMax M3.1 Flash cheapest route

$5.32775/1MThinking Machines: Inkling cheapest route

1423 msMiniMax: MiniMax M3.1 Flash fastest measured p50 TTFT via minimax

1474 msThinking Machines: Inkling fastest measured p50 TTFT via thinkingmachines

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.

MiniMax: MiniMax M3.1 FlashThinking Machines: Inkling

Model idminimax/minimax-m3.1-flashthinkingmachines/inkling

Publisher MiniMax Thinking Machines Lab

AI IQ IQ 120#49 IQ 107#90

Context1,048,576 tokens524,288 tokens

Credits provider routes123

Cheapest route$0.79125/1M$5.32775/1M

Cached input$0.01266/1M to $0.019782/1M$0.17935/1M

Privacy posturehas ZDR routehas ZDR route

Fastest measured p50 TTFT1423 ms via minimax1474 ms via thinkingmachines

Highest measured throughputnot enough datanot enough data

Recent route uptime range0.00% to 100.00%11.11% to 100.00%

Modes chat chat

MiniMax: MiniMax M3.1 Flash routes

Overview12 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Thinking Machines: Inkling routes

Overview3 Credits routes
PricingInput, cached input, and output 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="minimax/minimax-m3.1-flash",
    messages=messages,
)

Questions

Which should I use, MiniMax: MiniMax M3.1 Flash or Thinking Machines: Inkling?

MiniMax: MiniMax M3.1 Flash has the lower published input-plus-output rate, more Credits provider routes, the larger context window and the lower measured p50 time to first token.

Is MiniMax: MiniMax M3.1 Flash or Thinking Machines: Inkling cheaper?

The current cheapest TrustedRouter route is $0.79125/1M for MiniMax: MiniMax M3.1 Flash and $5.32775/1M for Thinking Machines: Inkling. The comparison uses current catalog prices and updates as provider pricing changes.

Is MiniMax: MiniMax M3.1 Flash or Thinking Machines: Inkling faster?

Current measured p50 time to first token is 1423 ms for MiniMax: MiniMax M3.1 Flash and 1474 ms for Thinking Machines: Inkling. These are routed probe measurements, not vendor-advertised speeds, and update as new samples arrive.

Can I test MiniMax: MiniMax M3.1 Flash and Thinking Machines: Inkling with the same API?

Yes. Use the same OpenAI-compatible TrustedRouter base URL and API key, then change only the model id between minimax/minimax-m3.1-flash and thinkingmachines/inkling. This makes side-by-side evals possible without maintaining two provider integrations.