OpenAI compatible API · Attested · Public status

MiniMax: MiniMax M2.5 vs Thinking Machines: Inkling

MiniMax: MiniMax M2.5 vs Thinking Machines: Inkling: 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

MiniMax: MiniMax M2.5 has the lower cheapest prompt+completion route on TrustedRouter. MiniMax: MiniMax M2.5 has more provider fallback routes, while Thinking Machines: Inkling has the larger context window. Current TrustedRouter probes show MiniMax: MiniMax M2.5 with the lower p50 TTFT.

$1.1816/1MMiniMax: MiniMax M2.5 cheapest route

$5.275/1MThinking Machines: Inkling cheapest route

903 msMiniMax: MiniMax M2.5 fastest measured p50 TTFT via friendli

1410 msThinking Machines: Inkling 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.

MiniMax: MiniMax M2.5Thinking Machines: Inkling

Model idminimax/minimax-m2.5thinkingmachines/inkling

Publisher FriendliAI DeepInfra

AI IQ IQ 105#72 IQ 108#63

Context200,000 tokens524,288 tokens

Credits provider routes74

Cheapest route$1.1816/1M$5.275/1M

Cached input$0.03165/1M to $0.154558/1M$0.1688/1M to $0.17935/1M

Privacy posturehas ZDR routehas ZDR route

Fastest measured p50 TTFT903 ms via friendli1410 ms via together

Highest measured throughputnot enough datanot enough data

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

Modes chat chat

MiniMax: MiniMax M2.5 routes

Overview7 Credits routes
PricingInput, cached input, and output rates
ProvidersAll serving providers

Thinking Machines: Inkling routes

Overview4 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-m2.5",
    messages=messages,
)

Questions

Which should I use, MiniMax: MiniMax M2.5 or Thinking Machines: Inkling?

Is MiniMax: MiniMax M2.5 or Thinking Machines: Inkling cheaper?

The current cheapest TrustedRouter route is $1.1816/1M for MiniMax: MiniMax M2.5 and $5.275/1M for Thinking Machines: Inkling. The comparison uses current catalog prices and updates as provider pricing changes.

Is MiniMax: MiniMax M2.5 or Thinking Machines: Inkling faster?

Current measured p50 time to first token is 903 ms for MiniMax: MiniMax M2.5 and 1410 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 M2.5 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-m2.5 and thinkingmachines/inkling. This makes side-by-side evals possible without maintaining two provider integrations.