Trinity Large Thinking

by Arcee AIChat

Reasoning-optimized 398B MoE agent model with extended thinking for long-horizon and multi-turn tool use

Context
262K tokens
Max output
262,144 tokens
Parameters
399B total
Released
2026-04-01
Weights
Open
Licence
openmdw-1.1

Weights on Hugging Face

arcee-ai/trinity-large-thinking · also seen as arcee-trinity-large-thinking

Specifications

Full facts as recorded, incl. what is unknown.

Released
2026-04-01
Weights
Opennot gated
License
openmdw-1.1
Input
Text
Output
Text
Context window
262,144 max across endpoints
Max output
262,144
Providers
2 + 4 gateways, not counted as providers
Epoch Capabilities Index
not evaluated
Direct price range
$0.25 in · $0.80–$0.90 out per 1M tokens · across all 2 providers
More details
Last updated
2026-05-28
Knowledge cutoff
Weights link
Hugging Face · arcee-ai/Trinity-Large-Thinking
Parameters
399B total
Base model
arcee-ai/Trinity-Large-Base

Capabilities

Across all endpoints: supported if any endpoint supports it.

  • Tool calling
  • Parallel toolsunknown
  • Structured output
  • Reasoning
  • Image input
  • PDF input
  • Audio input
  • Audio outputunknown
  • Video input
  • Prompt caching
  • Web searchunknown
  • Computer useunknown
  • System messagesunknown
  • Assistant prefillunknown
  • Temperature
  • Streamingunknown
  • Attachments

Endpoints

One row per provider and variant; gateways are listed separately.

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Price history

No change since 19 Oct 2026. The cheapest direct price has been $0.25 in / $0.80 out per 1M tokens at Arcee on every data refresh since then.

Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON

Cost calculator

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Blended rate per 1M tokens, each at its own cheapest provider (10M input : 2M output mix).

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Heads up: prices are indicative list rates scraped from provider pricing pages; verify with the provider before relying on them. Report incorrect data for this model