# Gemini 3.8 Flash vs Olmo 2 0325 32b Instruct

> Gemini 3.8 Flash is the stronger model overall, scoring 59.5 to 32.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-3-8-flash-vs-olmo-2-0325-32b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 11

## Summary

- They share 11 benchmarks with published results for both. Gemini 3.8 Flash scores higher in 8 categories and Olmo 2 0325 32b Instruct in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Gemini 3.8 Flash leads 74.9 to 19.2.
- Olmo 2 0325 32b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| Provider | Google | Allen Institute for AI (Ai2) |
| Noometry Index | 59.5 | 32.2 |
| Rank | 13 | 248 |
| Context | 1.05M | — |
| Input $/M | $0.75 | — |
| Output $/M | $3.75 | — |
| Weights | Proprietary | Open |

## Coding

- Gemini 3.8 Flash: 56.4 (#17)
- Olmo 2 0325 32b Instruct: 34.6 (#222)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Coding | 1512 | 1210 |
| DeepSWE | 73.8% | — |
| FrontierCode | 41.2% | — |
| CursorBench | 39.6% | — |
| LMArena WebDev | 1581 | — |
| FrontierSWE | 19.6% | — |
| SciCode | 56.6% | — |
| ALE-Bench | 1,270 | — |

## Agentic & Tool Use

- Gemini 3.8 Flash: 40.3 (#22)
- Olmo 2 0325 32b Instruct: —

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| APEX-Agents | 64.3% | — |
| GDP.pdf | 23.4% | — |
| Vending-Bench 2 | 5,094 | — |

## Reasoning

- Gemini 3.8 Flash: 64.7 (#13)
- Olmo 2 0325 32b Instruct: 22.6 (#174)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1506 | 1208 |
| NYT Connections (extended) | 97.4% | — |
| CritPt | 18.3% | — |
| Chess Puzzles | 61% | — |
| Mystery Game Puzzles | 47% | — |
| DTBench | 95.7% | — |
| LMCA | 52.9% | — |
| Surface Evolver Bench | 76.9% | — |
| Epoch Capabilities Index | 157.13 | — |

## Math

- Gemini 3.8 Flash: 65.2 (#22)
- Olmo 2 0325 32b Instruct: 24.8 (#255)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Math | 1528 | 1208 |
| FrontierMath (Tiers 1-3) | 68.4% | — |
| FrontierMath Tier 4 | 22% | — |
| OTIS Mock AIME 2024-2025 | 98.9% | — |
| ProofBench | 48% | — |
| Omni-MATH | — | 16.1% |

## Knowledge

- Gemini 3.8 Flash: 74.9 (#2)
- Olmo 2 0325 32b Instruct: 19.2 (#274)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| GPQA Diamond | 95.4% | — |
| Humanity's Last Exam | 44.5% | — |
| SimpleQA Verified | 69.7% | — |
| MMLU-Pro | — | 41.4% |
| GPQA (HELM) | — | 28.7% |
| LMArena Expert | 1529 | — |

## Multimodal

- Gemini 3.8 Flash: 40.9 (#33)
- Olmo 2 0325 32b Instruct: —

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Vision | 1312 | — |
| Blueprint-Bench 2 | 38.6% | — |
| Furniture Assembly | 31.7% | — |

## Multilingual

- Gemini 3.8 Flash: 57.9 (#5)
- Olmo 2 0325 32b Instruct: 35.0 (#243)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Non-English | 1486 | 1160 |
| LMArena Chinese | 1547 | 1192 |
| LMArena Russian | 1507 | 1187 |
| LMArena French | 1502 | — |
| LMArena German | 1470 | — |
| LMArena Japanese | 1505 | — |
| LMArena Korean | 1479 | — |
| LMArena Spanish | 1492 | — |

## Instruction Following

- Gemini 3.8 Flash: 78.2 (#11)
- Olmo 2 0325 32b Instruct: 61.8 (#238)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Instruction Following | 1489 | 1186 |
| IFEval | — | 78% |

## Long Context

- Gemini 3.8 Flash: 46.2 (#23)
- Olmo 2 0325 32b Instruct: 36.2 (#229)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Longer Query | 1506 | 1194 |

## Writing & Preference

- Gemini 3.8 Flash: 72.1 (#16)
- Olmo 2 0325 32b Instruct: 42.3 (#231)

| Benchmark | Gemini 3.8 Flash | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Text | 1494 | 1218 |
| LMArena Creative Writing | 1485 | 1199 |
| LMArena Multi-Turn | 1503 | 1221 |
| EQ-Bench Creative Writing | 1748 | — |
| WildBench | — | 73.4% |

## FAQ

### Is Gemini 3.8 Flash better than Olmo 2 0325 32b Instruct?

Gemini 3.8 Flash is the stronger model overall, scoring 59.5 to 32.2 on the Noometry Index.

### Is Gemini 3.8 Flash or Olmo 2 0325 32b Instruct better for coding?

Gemini 3.8 Flash scores higher on coding benchmarks: 56.4 versus 34.6 in the Noometry coding category.

### How many benchmarks do Gemini 3.8 Flash and Olmo 2 0325 32b Instruct share?

11 benchmarks have published results for both models. Gemini 3.8 Flash has 46 scored results on Noometry and Olmo 2 0325 32b Instruct has 16.