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arcee-ai/trinity-large-thinking
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Trinity Large Thinking

Trinity Large Thinking is a powerful open source reasoning model from the team at Arcee AI. It shows strong performance in PinchBench, agentic workloads, and reasoning tasks. Launch video: https://youtu.be/Gc82AXLa0Rg?si=4RLn6WBz33qT--B7...

4/1/2026
262,144 tokens
#118 Code (Overall)

Specifications

Modalities

Input
text
Output
text

Supported Parameters

frequency_penalty
include_reasoning
logit_bias
logprobs
max_tokens
presence_penalty
reasoning
repetition_penalty
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_k
top_logprobs
top_p

Max Output Tokens

80,000

Reasoning Configuration

Default
Thinking on
Turning thinking off
Not possible (always thinks)

How to control thinking, and what it costs

Frequently asked questions

Is Trinity Large Thinking available on FastMetal?
Not at the moment. GLM 5.3 Flash, from the same lab, is available on the FastMetal API today.
What is the context window of Trinity Large Thinking?
262,144 tokens, shared between the prompt and the response.
How does Trinity Large Thinking rank?
#125 on the public arena's Japanese board (ELO 1,339). Ranks move as the leaderboard is updated.

Leaderboard

Text
OverallELO: 1,369
#182
JapaneseELO: 1,339
#125
ChineseELO: 1,397
#175
KoreanELO: 1,325
#147
EnglishELO: 1,384
#183
frenchELO: 1,399
#151
germanELO: 1,377
#142
spanishELO: 1,356
#178
russianELO: 1,358
#180
CodingELO: 1,414
#184
MathELO: 1,385
#166
Creative WritingELO: 1,334
#184
Instruction FollowingELO: 1,358
#183
Hard PromptsELO: 1,386
#181
Multi-TurnELO: 1,348
#198
Code
OverallELO: 1,237
#118