TokenReply

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Open-weight multimodal mixture-of-experts model from Thinking Machines Lab with 41B active parameters, built for reasoning, coding and agentic tool use.

Input / 1M tokens
$1
Output / 1M tokens
$4.05
Context window
524,288
Route
originPlus routes
Roleplay

Roleplay combines public evaluations of emotional understanding, creative writing and story-related skills. It is a comparative reference, not a direct roleplay test.

Each benchmark is rescaled to 1–10 within its own leaderboard. We average results from the same publisher first, then give each publisher equal weight. Only verified model matches are included.

Creative Writing v3
thinkingmachines/Inkling: 1,609.1
145 Models · 2026-10-25

LiveBench · Story constraint following
inkling-xhigh: 74.18
71 Models · 2026-10-25

LiveBench · Theory of mind
inkling-xhigh: 65.39
71 Models · 2026-10-25

6.8/ 10

Routes

Ability score divided by token cost, ranked across measured model routes. Cost uses equal input and output token counts; higher is better value.

Use this model
origin$1$4.05$0.176.8/105.1/10Plans and tiers

Quick start

Access and billing
curl --fail-with-body 'https://api.tokenreply.com/v1/chat/completions' \
  -H "Authorization: Bearer $TOKENREPLY_API_KEY" \
  -H 'Content-Type: application/json' \
  --data '{
  "model": "inkling",
  "messages": [
    {
      "role": "user",
      "content": "Reply with hello."
    }
  ]
}'