OpenAI compatible API · Attested · Public status

Thinking Machines: Inkling vs MiniMax M2.5-highspeed

Compare Thinking Machines: Inkling and MiniMax M2.5-highspeed by providers, context, price, and TrustedRouter route support.

Verify gateway
Onebase URL to migrate
100sof models and routes
Noneprompt logs by default
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

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

$5.3025/1MThinking Machines: Inkling cheapest route
$3.15/1MMiniMax M2.5-highspeed cheapest route
5994 msThinking Machines: Inkling measured p50 TTFT
4589 msMiniMax M2.5-highspeed measured p50 TTFT
Thinking Machines: InklingMiniMax M2.5-highspeed
Model idthinkingmachines/inklingminimax/minimax-m2.5-highspeed
PublisherTogetherNovita AI
AI IQ IQ 106#51
Context524,288 tokens204,800 tokens
Provider routes54
Cheapest route$5.3025/1M$3.15/1M
Privacy posturehas ZDR routeprovider posture varies
Modes chat chat

Thinking Machines: Inkling routes

MiniMax M2.5-highspeed 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="thinkingmachines/inkling",
    messages=messages,
)
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