Model comparison

Kimi K2.5 Instant vs Trinity Large Thinking

Kimi K2.5 Instant is the stronger model overall, scoring 42.9 to 38.1 on the Noometry Index.

Last verified . 17 shared benchmarks.

Kimi K2.5 Instant Moonshot AI

42.9

Rank #92 Confirmed

Trinity Large Thinking Arcee AI

38.1

Rank #180 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Kimi K2.5 Instant scores higher in 7 categories and Trinity Large Thinking in 1 category; 7 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Kimi K2.5 Instant leads 28.5 to 16.3.

Side by side

Kimi K2.5 Instant and Trinity Large Thinking specifications
Kimi K2.5 InstantTrinity Large Thinking
ProviderMoonshot AIArcee AI
Noometry Index42.938.1
Released—2026-04-01
WeightsOpenOpen
Context window—262K
Max output—80K
Input $ / M tokens—$0.25
Output $ / M tokens—$0.80
Results tracked1824

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Category by category

Coding Kimi K2.5 Instant leads

Kimi K2.5 Instant: 42.3 (#95), Trinity Large Thinking: 33.8 (#238)

Coding benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena WebDev14041238
LMArena Coding14831381
SciCode—36.1%

Reasoning Kimi K2.5 Instant leads

Kimi K2.5 Instant: 28.5 (#88), Trinity Large Thinking: 16.3 (#298)

Reasoning benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Hard Prompts14431350
NYT Connections (extended)—16.5%
CritPt—0.9%
Thematic Generalization—41.6%
Surface Evolver Bench—15.6%

Math Kimi K2.5 Instant leads

Kimi K2.5 Instant: 36.6 (#105), Trinity Large Thinking: 34.9 (#149)

Math benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Math14431366

Knowledge Too close to call

Kimi K2.5 Instant: 39.5 (#121), Trinity Large Thinking: 40.3 (#107)

Knowledge benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Expert14381359
Vectara Hallucination Rate—6.9%

Multimodal Not comparable

Kimi K2.5 Instant: 39.5 (#47), Trinity Large Thinking: —

Multimodal benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Vision1254—

Multilingual Kimi K2.5 Instant leads

Kimi K2.5 Instant: 52.2 (#89), Trinity Large Thinking: 46.4 (#155)

Multilingual benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Non-English14061325
LMArena Chinese14501372
LMArena French14031374
LMArena German14131356
LMArena Korean13781304
LMArena Russian14041338
LMArena Spanish14481356
LMArena Japanese—1312

Instruction Following Kimi K2.5 Instant leads

Kimi K2.5 Instant: 75.5 (#61), Trinity Large Thinking: 70.7 (#157)

Instruction Following benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Instruction Following14301334

Long Context Kimi K2.5 Instant leads

Kimi K2.5 Instant: 43.8 (#82), Trinity Large Thinking: 41.2 (#139)

Long Context benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Longer Query14351355

Writing & Preference Kimi K2.5 Instant leads

Kimi K2.5 Instant: 60.8 (#91), Trinity Large Thinking: 54.0 (#152)

Writing & Preference benchmarks
BenchmarkKimi K2.5 InstantTrinity Large Thinking
LMArena Text14201340
LMArena Creative Writing13791321
LMArena Multi-Turn14271342

Frequently asked questions

Is Kimi K2.5 Instant better than Trinity Large Thinking?

Kimi K2.5 Instant is the stronger model overall, scoring 42.9 to 38.1 on the Noometry Index.

Is Kimi K2.5 Instant or Trinity Large Thinking better for coding?

Kimi K2.5 Instant scores higher on coding benchmarks: 42.3 versus 33.8 in the Noometry coding category.

How many benchmarks do Kimi K2.5 Instant and Trinity Large Thinking share?

17 benchmarks have published results for both models. Kimi K2.5 Instant has 18 scored results on Noometry and Trinity Large Thinking has 24.

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