OpenAI compatible API. Attested gateway. Public status.

Thinking Machines Inkling 256K Performance

TrustedRouter performance signals and provider route posture for Thinking Machines Inkling 256K.

Verify gateway
1 URLbase_url migration
100smodels and routes
0prompt logs by default

thinkingmachines/inkling

open weights Performance

All models

AI IQ IQ 110 #34 public AI IQ rank for inkling
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Measured performance

Continuously sampled p50/p95 time-to-first-token (TTFT), time-to-first-byte (TTFB), throughput, and success rate for Thinking Machines Inkling 256K — unsupported route and probe-configuration rows are separated from provider downtime, and no prompt or output content is stored.

Providerp50 TTFTp95 TTFTp50 TTFBThroughputUptimeConfig excludedSamples
thinkingmachines 2360 ms 10994 ms 30 tok/s 99.37% 158

Full provider & model leaderboard.

Provider diversity

2 routes.

More routes give the auto router more room to fail over around provider 429 and 5xx responses.

Streaming

Gateway overhead is measured separately.

Public status separates TLS/health overhead from full model latency so slow LLMs do not inflate the router metric.

Status

Metadata rollups.

Status samples store latency, outcome, provider, model, route, cost, and region metadata only.

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