Trinity-Large-Thinking

Trinity-Large-Thinking is a reasoning model from Arcee AI in the Trinity Large family. 17 benchmarks count toward its score, in 5 categories.

availableShows if the model has enough results for an index.
IndexOverall score out of 100.42.7 ±6.4
CoverageShare of the index weight with results.75%
SpeedOutput tokens per second.87/s
Input / 1MUS dollars per 1M input tokens.$0.25
Output / 1MUS dollars per 1M output tokens.$0.8
ContextMaximum tokens in one request.262K
EloLMArena rating and rank.N/A

The index is a score out of 100. The ± range shows how much it can change.

CapabilitiesScore per category, out of 100.

Out of 100
AgenticMulti-step tasks with tools.
42.8
CodingCode writing and repair.
44.9
ReasoningLogic problems and puzzles.
37.4
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
44.3
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
46.2
MathMath problems.
N/A

Results

17 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result as a score out of 100.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
AIME25 first-party comparison snapshotMath96.3%Arcee AI
τ²-Bench Tool-Agent-User EvaluationAgentic90.1%63.5Victor Barres et al.
MMLU-Pro first-party comparison snapshotKnowledge83.4%51.9Arcee AI
GPQA DiamondKnowledge76.3%48.7David Rein et al.
Artificial Analysis GPQA DiamondKnowledge75.2%45.6Artificial Analysis
SWE-bench Verified (mini-swe-agent-v2)Coding63.2%48.2Arcee AI
Artificial Analysis IFBenchInstruction56.3%46.2Artificial Analysis
Artificial Analysis SciCodeCoding40.6%49.2Artificial Analysis
Artificial Analysis Long Context ReasoningReasoning38.0%34.6Artificial Analysis
Gert Labs Composite Game BenchmarkAgentic32.5%41.5Gert Labs
Artificial Analysis Coding IndexCoding25.8%37.1Artificial Analysis
Artificial Analysis Omniscience AccuracyKnowledge22.5%41.7Artificial Analysis
Terminal-Bench 2.0Agentic18.0%35.54 Jun 2026Vals AI
Artificial Analysis Humanity's Last ExamKnowledge15.8%41.7Artificial Analysis
Artificial Analysis Intelligence IndexKnowledge10.8%35.9Artificial Analysis
Artificial Analysis Agentic IndexAgentic1.2%38.1Artificial Analysis
Critical Physics TasksReasoning0.9%40.3Artificial Analysis
GDPval-AA normalizedAgentic0.0%35.6Artificial Analysis

17 benchmarks count, from 17 of 18 results. A grey row does not count. Too few models took that benchmark.

Sources

BenchLM benchmark aggregationUsed with attribution; per-benchmark results credited to their original authorsOpenRouter, collected directlyNo licence statedVals AI, collected directlyNo licence stated. Read from the public leaderboard and credited to Vals AI

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