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Thinking Machines: Inkling Performance

Try Inkling on us. Starter credit covers your first requests, then one key reaches all 3 provider routes with automatic failover.

thinkingmachines/inkling

open weights Performance

All models

AI IQ IQ 107 #90 public AI IQ rank for inkling
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Measured performance

Continuously sampled p50/p95 time-to-first-token (TTFT), effective throughput, and success rate for Thinking Machines: Inkling. Effective throughput uses provider-reported output tokens over complete request time. Unsupported route and probe-configuration rows are separated from provider downtime, and no prompt or output content is stored.

Providerp50 TTFTp95 TTFTEffective throughputUptimeConfig excludedAvailability samples
thinkingmachines 1474 ms 2221 ms — 100.00% 1 provider_error 9
together 1788 ms 1788 ms — 11.11% 14 provider_error 9
databricks 3293 ms 3293 ms — 100.00% 3 unsupported_route 1

Full provider & model leaderboard.

Provider diversity

3 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.

Workspace access

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