# Gemini 3.6 Flash vs Yi-Lightning

> Gemini 3.6 Flash is the stronger model overall, scoring 54.1 to 37.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-3-6-flash-vs-yi-lightning
- Last updated: 2026-10-11
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Gemini 3.6 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 3.6 Flash leads 58.8 to 25.9.

## Snapshot

| | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| Provider | Google | 01.AI |
| Noometry Index | 54.1 | 37.1 |
| Rank | 33 | 209 |
| Context | 1.05M | — |
| Input $/M | $0.75 | — |
| Output $/M | $3.75 | — |
| Weights | Proprietary | Proprietary |

## Coding

- Gemini 3.6 Flash: 50.0 (#48)
- Yi-Lightning: 27.4 (#320)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Coding | 1491 | 1312 |
| DeepSWE | 46.7% | — |
| FrontierCode | 34.4% | — |
| Aider Polyglot | — | 12.9% |
| LMArena WebDev | 1538 | — |
| SciCode | 52.7% | — |
| WeirdML | 56.1% | — |
| ALE-Bench | 715.52 | — |

## Agentic & Tool Use

- Gemini 3.6 Flash: 32.3 (#65)
- Yi-Lightning: —

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| APEX-Agents | 46.9% | — |
| GDP.pdf | 14% | — |

## Reasoning

- Gemini 3.6 Flash: 58.8 (#22)
- Yi-Lightning: 25.9 (#139)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Hard Prompts | 1485 | 1302 |
| ARC-AGI-2 | 60.4% | — |
| NYT Connections (extended) | 89% | — |
| ARC-AGI-1 | 91.2% | — |
| CritPt | 10.6% | — |
| Chess Puzzles | 43% | — |
| Mystery Game Puzzles | 30% | — |
| DTBench | 95.5% | — |
| LMCA | 44.9% | — |
| Epoch Capabilities Index | 154.25 | — |

## Math

- Gemini 3.6 Flash: 57.3 (#40)
- Yi-Lightning: 36.2 (#172)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Math | 1505 | 1300 |
| FrontierMath (Tiers 1-3) | 58.9% | — |
| FrontierMath Tier 4 | 22% | — |
| MathArena Final-Answer Competitions | 70.8% | — |
| OTIS Mock AIME 2024-2025 | 94.2% | — |
| ProofBench | 36% | — |

## Knowledge

- Gemini 3.6 Flash: 67.8 (#8)
- Yi-Lightning: 35.4 (#185)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Expert | 1488 | 1286 |
| GPQA Diamond | 94.1% | — |
| SimpleQA Verified | 66.2% | — |

## Multimodal

- Gemini 3.6 Flash: 38.5 (#64)
- Yi-Lightning: —

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Vision | 1298 | — |
| Blueprint-Bench 2 | 31.2% | — |
| Furniture Assembly | 23.3% | — |
| LMArena Document | 1456 | — |

## Multilingual

- Gemini 3.6 Flash: 56.5 (#19)
- Yi-Lightning: 42.2 (#196)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Non-English | 1469 | 1269 |
| LMArena Chinese | 1531 | 1320 |
| LMArena French | 1504 | 1305 |
| LMArena German | 1478 | 1267 |
| LMArena Japanese | 1476 | 1228 |
| LMArena Korean | 1431 | 1192 |
| LMArena Russian | 1487 | 1255 |
| LMArena Spanish | 1475 | 1315 |

## Instruction Following

- Gemini 3.6 Flash: 77.0 (#33)
- Yi-Lightning: 67.4 (#196)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Instruction Following | 1466 | 1278 |

## Long Context

- Gemini 3.6 Flash: 45.1 (#50)
- Yi-Lightning: 39.4 (#181)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Longer Query | 1474 | 1297 |

## Writing & Preference

- Gemini 3.6 Flash: 68.2 (#27)
- Yi-Lightning: 50.2 (#184)

| Benchmark | Gemini 3.6 Flash | Yi-Lightning |
|---|---|---|
| LMArena Text | 1479 | 1302 |
| LMArena Creative Writing | 1465 | 1280 |
| LMArena Multi-Turn | 1481 | 1311 |
| EQ-Bench Creative Writing | 1604 | — |

## FAQ

### Is Gemini 3.6 Flash better than Yi-Lightning?

Gemini 3.6 Flash is the stronger model overall, scoring 54.1 to 37.1 on the Noometry Index.

### Is Gemini 3.6 Flash or Yi-Lightning better for coding?

Gemini 3.6 Flash scores higher on coding benchmarks: 50.0 versus 27.4 in the Noometry coding category.

### How many benchmarks do Gemini 3.6 Flash and Yi-Lightning share?

17 benchmarks have published results for both models. Gemini 3.6 Flash has 46 scored results on Noometry and Yi-Lightning has 18.