# Gemini 3.5 Flash Lite vs Olmo 3.1 32b Instruct

> Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.8 to 38.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-3-5-flash-lite-vs-olmo-3-1-32b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 16

## Summary

- They share 16 benchmarks with published results for both. Gemini 3.5 Flash Lite scores higher in 7 categories and Olmo 3.1 32b Instruct in 1 category; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemini 3.5 Flash Lite leads 50.0 to 35.4.
- Olmo 3.1 32b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| Provider | Google | Allen Institute for AI (Ai2) |
| Noometry Index | 41.8 | 38.8 |
| Rank | 113 | 168 |
| Context | 1.05M | — |
| Input $/M | $0.30 | — |
| Output $/M | $2.50 | — |
| Weights | Proprietary | Open |

## Coding

- Gemini 3.5 Flash Lite: 42.1 (#96)
- Olmo 3.1 32b Instruct: 38.9 (#154)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Coding | 1455 | 1346 |
| LMArena WebDev | 1440 | — |
| SciCode | 41.3% | — |
| WeirdML | 39% | — |
| ALE-Bench | 765.27 | — |

## Agentic & Tool Use

- Gemini 3.5 Flash Lite: 28.6 (#82)
- Olmo 3.1 32b Instruct: —

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| GDP.pdf | 10% | — |

## Reasoning

- Gemini 3.5 Flash Lite: 27.8 (#95)
- Olmo 3.1 32b Instruct: 25.4 (#131)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1441 | 1322 |
| ARC-AGI-2 | 10.3% | — |
| NYT Connections (extended) | 60.4% | — |
| ARC-AGI-1 | 53.5% | — |
| CritPt | 0% | — |
| Chess Puzzles | 22% | — |
| Mystery Game Puzzles | 19% | — |
| DTBench | 83.5% | — |
| LMCA | 37.6% | — |
| Epoch Capabilities Index | 145.12 | — |

## Math

- Gemini 3.5 Flash Lite: 25.7 (#245)
- Olmo 3.1 32b Instruct: 33.6 (#169)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Math | 1431 | 1305 |
| FrontierMath (Tiers 1-3) | 26% | — |
| FrontierMath Tier 4 | 0% | — |
| OTIS Mock AIME 2024-2025 | 71.1% | — |
| ProofBench | 13% | — |

## Knowledge

- Gemini 3.5 Flash Lite: 50.0 (#66)
- Olmo 3.1 32b Instruct: 35.4 (#175)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Expert | 1430 | 1307 |
| GPQA Diamond | 83.3% | — |

## Multimodal

- Gemini 3.5 Flash Lite: 40.3 (#38)
- Olmo 3.1 32b Instruct: —

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Vision | 1266 | — |

## Multilingual

- Gemini 3.5 Flash Lite: 53.8 (#59)
- Olmo 3.1 32b Instruct: 42.8 (#185)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Non-English | 1428 | 1275 |
| LMArena Chinese | 1467 | 1304 |
| LMArena French | 1452 | 1328 |
| LMArena German | 1454 | 1283 |
| LMArena Korean | 1406 | 1206 |
| LMArena Russian | 1443 | 1268 |
| LMArena Spanish | 1440 | 1337 |
| LMArena Japanese | 1428 | — |

## Instruction Following

- Gemini 3.5 Flash Lite: 75.0 (#77)
- Olmo 3.1 32b Instruct: 68.8 (#182)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Instruction Following | 1420 | 1298 |

## Long Context

- Gemini 3.5 Flash Lite: 43.8 (#80)
- Olmo 3.1 32b Instruct: 39.9 (#161)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Longer Query | 1435 | 1312 |

## Writing & Preference

- Gemini 3.5 Flash Lite: 64.4 (#55)
- Olmo 3.1 32b Instruct: 50.4 (#179)

| Benchmark | Gemini 3.5 Flash Lite | Olmo 3.1 32b Instruct |
|---|---|---|
| LMArena Text | 1436 | 1311 |
| LMArena Creative Writing | 1419 | 1264 |
| LMArena Multi-Turn | 1445 | 1309 |
| EQ-Bench Creative Writing | 1559 | — |

## FAQ

### Is Gemini 3.5 Flash Lite better than Olmo 3.1 32b Instruct?

Gemini 3.5 Flash Lite is the stronger model overall, scoring 41.8 to 38.8 on the Noometry Index.

### Is Gemini 3.5 Flash Lite or Olmo 3.1 32b Instruct better for coding?

Gemini 3.5 Flash Lite scores higher on coding benchmarks: 42.1 versus 38.9 in the Noometry coding category.

### How many benchmarks do Gemini 3.5 Flash Lite and Olmo 3.1 32b Instruct share?

16 benchmarks have published results for both models. Gemini 3.5 Flash Lite has 38 scored results on Noometry and Olmo 3.1 32b Instruct has 16.