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Trinity-Large-Preview

Arcee AICurrentReleased Jan 27, 2026
Overall Score
Unranked
Arena Elo
1378
Categories Ranked
0of 8
Price (1M tokens)
$0.25 in / $1 out
Speed
N/A
Context
512K
Open WeightSelf-hostNon-Reasoning
Confidence
preview

BenchLM is tracking Trinity-Large-Preview, but this profile is currently excluded from the public leaderboard because it still lacks enough non-generated benchmark coverage to rank safely. Only non-generated public benchmark rows appear below.

Trinity-Large-Preview is a open weight model with a 512K token context window. It processes queries without explicit chain-of-thought reasoning, offering faster response times and lower token usage.

Trinity-Large-Preview sits inside the Trinity Large family alongside Trinity-Large-Thinking. This profile currently has 20 of 225 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.

Ranking Distribution

Category rank across 0 benchmark categories — sorted by best rank

No ranking data available

Category Performance

Scores across all benchmark categories (0-100 scale)

Category Breakdown

Agentic

0.0/ 100
Weight: 22%4 benchmarks
Terminal-Bench 2.0BrowseCompOSWorld-VerifiedGAIATAU-benchWebArena

Coding

0.0/ 100
Weight: 20%3 benchmarks
SWE-bench VerifiedLiveCodeBenchSWE-bench ProSWE-RebenchSciCode

Reasoning

0.0/ 100
Weight: 17%2 benchmarks
MuSRLongBench v2MRCRv2ARC-AGI-2

Knowledge

0.0/ 100
Weight: 12%9 benchmarks
GPQASuperGPQAMMLU-ProHLEFrontierScienceSimpleQA

Math

0.0/ 100
Weight: 5%1 benchmark
AIME 2025BRUMO 2025MATH-500FrontierMath

Multilingual

0.0/ 100
Weight: 7%0 benchmarks
MGSMMMLU-ProX

Multimodal

0.0/ 100
Weight: 12%0 benchmarks
MMMU-ProOfficeQA ProCharXivCharXiv w/o tools

Inst. Following

0.0/ 100
Weight: 5%1 benchmark
IFEvalIFBench

Chatbot Arena Performance

Text Overall1378CI: ±4.528,284 votes
Coding1441CI: ±7.86,942 votes
Math1361CI: ±14.41,813 votes
Instruction Following1371CI: ±7.08,473 votes
Creative Writing1351CI: ±9.64,357 votes
Multi-turn1379CI: ±9.14,985 votes
Hard Prompts1403CI: ±5.517,116 votes
Hard Prompts (English)1417CI: ±7.28,413 votes
Longer Query1391CI: ±6.99,676 votes

Benchmark Details

Only benchmark rows with an attached exact-source record are shown here. Source-unverified manual rows and generated rows are hidden from model pages.

Trinity Large Family

preview · preview

Canonical Entry

Trinity-Large-Thinking
Trinity-Large-Thinking

Compare This Model

See how Trinity-Large-Preview stacks up against similar models

Trinity-Large-ThinkingArcee AI
—
Claude Mythos PreviewAnthropic
Prov. 99
Claude Opus 4.8Anthropic
Prov. 95
Gemini 3.1 ProGoogle
Prov. 92
GPT-5.5OpenAI
Prov. 91

Frequently Asked Questions

How does Trinity-Large-Preview perform overall in AI benchmarks?

Trinity-Large-Preview has 20 published benchmark scores on BenchLM, but it does not yet have enough non-generated coverage to receive a global overall rank.

Is Trinity-Large-Preview good for knowledge and understanding?

Trinity-Large-Preview has visible benchmark coverage in knowledge and understanding, but BenchLM does not currently assign it a global category rank there.

Is Trinity-Large-Preview good for coding and programming?

Trinity-Large-Preview has visible benchmark coverage in coding and programming, but BenchLM does not currently assign it a global category rank there.

Is Trinity-Large-Preview good for mathematics?

Trinity-Large-Preview has visible benchmark coverage in mathematics, but BenchLM does not currently assign it a global category rank there.

Is Trinity-Large-Preview good for reasoning and logic?

Trinity-Large-Preview has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.

Is Trinity-Large-Preview good for agentic tool use and computer tasks?

Trinity-Large-Preview has visible benchmark coverage in agentic tool use and computer tasks, but BenchLM does not currently assign it a global category rank there.

Is Trinity-Large-Preview good for instruction following?

Trinity-Large-Preview has visible benchmark coverage in instruction following, but BenchLM does not currently assign it a global category rank there.

Is Trinity-Large-Preview open source?

Yes, Trinity-Large-Preview is an open weight model created by Arcee AI, meaning it can be downloaded and run locally or fine-tuned for specific use cases.

Which sibling models are related to Trinity-Large-Preview?

Trinity-Large-Preview belongs to the Trinity Large family. Related variants on BenchLM include Trinity-Large-Thinking.

Does Trinity-Large-Preview have full benchmark coverage on BenchLM?

Not yet. Trinity-Large-Preview currently has 20 published benchmark scores out of the 225 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.

What is the context window size of Trinity-Large-Preview?

Trinity-Large-Preview has a context window of 512K, which determines how much text it can process in a single interaction.

Related Resources

More from Arcee AI LLM Pricing Comparison BenchLM Methodology The AI Race Which LLM Should I Use? Benchmark Explainers
Last updated: June 2, 2026 · Runtime metrics stay blank until BenchLM has a sourced snapshot.

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