OpenAI compatible API · Attested · Public status

Qwen: Qwen3 VL 235B A22B Instruct vs Thinking Machines: Inkling

Compare Qwen: Qwen3 VL 235B A22B Instruct and Thinking Machines: Inkling 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

Qwen: Qwen3 VL 235B A22B Instruct has the lower cheapest prompt+completion route on TrustedRouter. Qwen: Qwen3 VL 235B A22B Instruct has more provider fallback routes, while Thinking Machines: Inkling has the larger context window. Current TrustedRouter probes show Qwen: Qwen3 VL 235B A22B Instruct with the lower p50 TTFT.

$1.134/1MQwen: Qwen3 VL 235B A22B Instruct cheapest route
$5.3025/1MThinking Machines: Inkling cheapest route
3205 msQwen: Qwen3 VL 235B A22B Instruct measured p50 TTFT
4815 msThinking Machines: Inkling measured p50 TTFT
Qwen: Qwen3 VL 235B A22B InstructThinking Machines: Inkling
Model idqwen/qwen3-vl-235b-a22b-instructthinkingmachines/inkling
PublisherDeepInfraTogether
AI IQ IQ 106#51
Context262,144 tokens524,288 tokens
Provider routes65
Cheapest route$1.134/1M$5.3025/1M
Privacy posturehas ZDR routehas ZDR route
Modes chat chat

Qwen: Qwen3 VL 235B A22B Instruct routes

Thinking Machines: Inkling 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="qwen/qwen3-vl-235b-a22b-instruct",
    messages=messages,
)
Workspace access

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