Noometry

Model comparison

Gemini 3.7 Flash vs Yi-Lightning

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 37.1 on the Noometry Index.

Last verified . 17 shared benchmarks.

Gemini 3.7 Flash Google

59.8

Rank #14 Confirmed

Yi-Lightning 01.AI

37.1

Rank #209 Confirmed

Summary

  • They share 17 benchmarks with published results for both. Gemini 3.7 Flash scores higher in 8 categories and Yi-Lightning in 0 categories; 8 gaps are clear of the uncertainty.
  • The widest gap is in reasoning, where Gemini 3.7 Flash leads 70.0 to 25.9.

Side by side

Gemini 3.7 FlashYi-Lightning
ProviderGoogle01.AI
Noometry Index59.837.1
Released2026-08-132024-12-02
WeightsProprietaryProprietary
Context window1.05M—
Max output66K—
Input $ / M tokens$0.75—
Output $ / M tokens$3.75—
Results tracked4418

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Category by category

Coding Gemini 3.7 Flash leads

Gemini 3.7 Flash: 56.2 (#22), Yi-Lightning: 27.4 (#320)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Coding14971312
DeepSWE65.5%—
FrontierCode43.6%—
Aider Polyglot—12.9%
LMArena WebDev1592—
FrontierSWE20.3%—
SciCode59.8%—
ALE-Bench904.3—

Agentic & Tool Use Not comparable

Gemini 3.7 Flash: 42.1 (#19), Yi-Lightning: —

BenchmarkGemini 3.7 FlashYi-Lightning
APEX-Agents67.8%—
Remote Labor Index5%—
GDP.pdf23.8%—

Reasoning Gemini 3.7 Flash leads

Gemini 3.7 Flash: 70.0 (#15), Yi-Lightning: 25.9 (#139)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Hard Prompts14941302
ARC-AGI-284.6%—
NYT Connections (extended)94%—
ARC-AGI-195.5%—
CritPt14.3%—
Chess Puzzles47%—
Mystery Game Puzzles37%—
DTBench96.8%—
LMCA50.4%—
Epoch Capabilities Index157.27—

Math Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.6 (#23), Yi-Lightning: 36.2 (#172)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Math15071300
FrontierMath (Tiers 1-3)71.6%—
FrontierMath Tier 436.6%—
OTIS Mock AIME 2024-202597.2%—
ProofBench58%—

Knowledge Gemini 3.7 Flash leads

Gemini 3.7 Flash: 69.7 (#5), Yi-Lightning: 35.4 (#185)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Expert15081286
GPQA Diamond94.8%—
SimpleQA Verified69.2%—

Multimodal Not comparable

Gemini 3.7 Flash: 37.3 (#73), Yi-Lightning: —

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Vision1316—
Furniture Assembly26.7%—

Multilingual Gemini 3.7 Flash leads

Gemini 3.7 Flash: 57.6 (#7), Yi-Lightning: 42.2 (#196)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Non-English14841269
LMArena Chinese15481320
LMArena French15051305
LMArena German14981267
LMArena Japanese15121228
LMArena Korean14831192
LMArena Russian15161255
LMArena Spanish15031315

Instruction Following Gemini 3.7 Flash leads

Gemini 3.7 Flash: 77.7 (#15), Yi-Lightning: 67.4 (#196)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Instruction Following14831278

Long Context Gemini 3.7 Flash leads

Gemini 3.7 Flash: 45.7 (#30), Yi-Lightning: 39.4 (#181)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Longer Query14921297

Writing & Preference Gemini 3.7 Flash leads

Gemini 3.7 Flash: 71.2 (#20), Yi-Lightning: 50.2 (#184)

BenchmarkGemini 3.7 FlashYi-Lightning
LMArena Text14861302
LMArena Creative Writing14901280
LMArena Multi-Turn14891311
EQ-Bench Creative Writing1723—

Frequently asked questions

Is Gemini 3.7 Flash better than Yi-Lightning?

Gemini 3.7 Flash is the stronger model overall, scoring 59.8 to 37.1 on the Noometry Index.

Is Gemini 3.7 Flash or Yi-Lightning better for coding?

Gemini 3.7 Flash scores higher on coding benchmarks: 56.2 versus 27.4 in the Noometry coding category.

How many benchmarks do Gemini 3.7 Flash and Yi-Lightning share?

17 benchmarks have published results for both models. Gemini 3.7 Flash has 44 scored results on Noometry and Yi-Lightning has 18.

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