Model comparison

Gemini 3.6 Flash vs Trinity Large Thinking

Gemini 3.6 Flash is the stronger model overall, scoring 54.1 to 38.6 on the Noometry Index. Trinity Large Thinking costs 3.9× less per token, which makes it the better buy when Gemini 3.6 Flash's lead doesn't matter for your workload.

Last verified . 21 shared benchmarks.

Gemini 3.6 Flash Google

54.1

Rank #33 Confirmed

Trinity Large Thinking Arcee AI

38.6

Rank #185 Confirmed

Summary

  • They share 21 benchmarks with published results for both. Gemini 3.6 Flash scores higher in 8 categories and Trinity Large Thinking in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3.6 Flash leads 58.8 to 16.9.
  • The biggest single-benchmark swing is NYT Connections (extended): 89% for Gemini 3.6 Flash and 16.5% for Trinity Large Thinking.
  • Trinity Large Thinking is cheaper at $0.25 / $0.80 per million input/output tokens, against $0.75 / $3.75 for Gemini 3.6 Flash.
  • Gemini 3.6 Flash accepts more context: 1.05M tokens versus 262K.
  • Trinity Large Thinking has downloadable open weights; the other is API-only.

Side by side

Gemini 3.6 Flash and Trinity Large Thinking specifications
Gemini 3.6 FlashTrinity Large Thinking
ProviderGoogleArcee AI
Noometry Index54.138.6
Released2026-07-212026-04-01
WeightsProprietaryOpen
Context window1.05M262K
Max output66K80K
Input $ / M tokens$0.75$0.25
Output $ / M tokens$3.75$0.80
Results tracked4624

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Category by category

Coding Gemini 3.6 Flash leads

Gemini 3.6 Flash: 50.0 (#48), Trinity Large Thinking: 34.1 (#244)

Coding benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena WebDev15381238
SciCode52.7%36.1%
LMArena Coding14911381
DeepSWE46.7%—
FrontierCode34.4%—
WeirdML56.1%—
ALE-Bench715.52—

Agentic & Tool Use Not comparable

Gemini 3.6 Flash: 32.3 (#65), Trinity Large Thinking: —

Agentic & Tool Use benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
APEX-Agents46.9%—
GDP.pdf14%—

Reasoning Gemini 3.6 Flash leads

Gemini 3.6 Flash: 58.8 (#22), Trinity Large Thinking: 16.9 (#298)

Reasoning benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
NYT Connections (extended)89%16.5%
CritPt10.6%0.9%
LMArena Hard Prompts14851350
ARC-AGI-260.4%—
ARC-AGI-191.2%—
Chess Puzzles43%—
Thematic Generalization—41.6%
Mystery Game Puzzles30%—
DTBench95.5%—
LMCA44.9%—
Surface Evolver Bench—15.6%
Epoch Capabilities Index154.25—

Math Gemini 3.6 Flash leads

Gemini 3.6 Flash: 57.3 (#40), Trinity Large Thinking: 37.6 (#149)

Math benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena Math15051366
FrontierMath (Tiers 1-3)58.9%—
FrontierMath Tier 422%—
MathArena Final-Answer Competitions70.8%—
OTIS Mock AIME 2024-202594.2%—
ProofBench36%—

Knowledge Gemini 3.6 Flash leads

Gemini 3.6 Flash: 67.8 (#8), Trinity Large Thinking: 40.9 (#113)

Knowledge benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena Expert14881360
GPQA Diamond94.1%—
SimpleQA Verified66.2%—
Vectara Hallucination Rate—6.9%

Multimodal Not comparable

Gemini 3.6 Flash: 38.5 (#64), Trinity Large Thinking: —

Multimodal benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena Vision1298—
Blueprint-Bench 231.2%—
Furniture Assembly23.3%—
LMArena Document1456—

Multilingual Gemini 3.6 Flash leads

Gemini 3.6 Flash: 56.5 (#19), Trinity Large Thinking: 46.2 (#160)

Multilingual benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena Non-English14691325
LMArena Chinese15311373
LMArena French15041374
LMArena German14781356
LMArena Japanese14761311
LMArena Korean14311306
LMArena Russian14871337
LMArena Spanish14751357

Instruction Following Gemini 3.6 Flash leads

Gemini 3.6 Flash: 77.0 (#33), Trinity Large Thinking: 70.5 (#162)

Instruction Following benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena Instruction Following14661334

Long Context Gemini 3.6 Flash leads

Gemini 3.6 Flash: 45.1 (#50), Trinity Large Thinking: 41.3 (#144)

Long Context benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena Longer Query14741355

Writing & Preference Gemini 3.6 Flash leads

Gemini 3.6 Flash: 68.2 (#27), Trinity Large Thinking: 53.8 (#158)

Writing & Preference benchmarks
BenchmarkGemini 3.6 FlashTrinity Large Thinking
LMArena Text14791340
LMArena Creative Writing14651320
LMArena Multi-Turn14811342
EQ-Bench Creative Writing1604—

Frequently asked questions

Is Gemini 3.6 Flash better than Trinity Large Thinking?

Gemini 3.6 Flash is the stronger model overall, scoring 54.1 to 38.6 on the Noometry Index. Trinity Large Thinking costs 3.9× less per token, which makes it the better buy when Gemini 3.6 Flash's lead doesn't matter for your workload.

Which is cheaper, Gemini 3.6 Flash or Trinity Large Thinking?

Trinity Large Thinking is cheaper. It lists at $0.25 per million input tokens and $0.80 per million output tokens; Gemini 3.6 Flash lists at $0.75 and $3.75.

Is Gemini 3.6 Flash or Trinity Large Thinking better for coding?

Gemini 3.6 Flash scores higher on coding benchmarks: 50.0 versus 34.1 in the Noometry coding category.

Which has the bigger context window?

Gemini 3.6 Flash does, with 1.05M tokens against 262K.

How many benchmarks do Gemini 3.6 Flash and Trinity Large Thinking share?

21 benchmarks have published results for both models. Gemini 3.6 Flash has 46 scored results on Noometry and Trinity Large Thinking has 24.

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