LLM Reference

Tinker

Researched 1d agoPlatform

Thinking Machines Lab

RAGAgentsLong contextVisionJSON / Tool use

Tinker offers 1 tracked model (1 with output token pricing). This catalog covers rag, agents, and long context; open any model detail page for benchmarks, batch tiers, and migration prompts.

Covers 5 workload areas across 1 tracked model; last verified 2026-07-15.

Use it for

  • Teams comparing token and batch pricing across this provider's models
  • Operators routing rag, agents, and long context workloads through this API

Do not use it for

  • Final benchmark picks without opening the relevant model detail page

Tracked models

1

Models available through this provider

Priced output routes

1

Models with output token pricing tracked

Cheapest output

$4.68

Inkling on this route

Batch-ready models

0

No batch pricing tracked

Latest model release

2026-07-15

1d since newest release

Freshness

2026-07-15

Researched 1d ago

fresh

Information

TypePlatform
Models1
CompanyThinking Machines Lab

Tinker is Thinking Machines Lab's managed API platform for fine-tuning and sampling supported foundation models. It is the first-party public Tinker surface through which Inkling is available for fine-tuning.

Catalog freshness

The newest model tracked on this provider was released 2026-07-15 (1d ago).

Where this host wins

  • RAG: 1 tracked model with ruler / needle retrieval benchmarks.
  • Agentic: 1 tracked model with BFCL, tau-bench, and SWE-bench tool-use coverage.
  • Long-context: 1 tracked model with context-token or InfiniteBench-class signal.
  • Vision: 1 tracked model with multimodal benchmark coverage.

Getting started

Official product, docs, and pricing links — confirm quotas and regions in the vendor docs.

Compliance notes

No verified compliance claims (SOC 2, ISO, HIPAA) tracked for this provider yet — check the vendor's trust center for current certifications.

Platform Overview

Tinker exposes low-level training and sampling primitives while managing the underlying infrastructure. Inkling is available in 64K and 256K context configurations, and the platform publishes token-based prefill, sample, and training prices.

Compare per-model pricing, input and output token costs, batch availability, and benchmark coverage.

Available Models(1)

View all →
ModelInput (per 1M)Output (per 1M)Type
Inkling$1.87$4.68

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