# Gemini 3.8 Flash vs Olmo 3.1 32b Think

> Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 37.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-3-8-flash-vs-olmo-3-1-32b-think
- Last updated: 2026-10-10
- Shared benchmarks: 15

## Summary

- They share 15 benchmarks with published results for both. Gemini 3.8 Flash scores higher in 8 categories and Olmo 3.1 32b Think in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3.8 Flash leads 76.9 to 25.2.
- Olmo 3.1 32b Think has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| Provider | Google | Allen Institute for AI (Ai2) |
| Noometry Index | 61.8 | 37.9 |
| Rank | 11 | 191 |
| Context | 1.05M | — |
| Input $/M | $0.75 | — |
| Output $/M | $3.75 | — |
| Weights | Proprietary | Open |

## Coding

- Gemini 3.8 Flash: 59.2 (#15)
- Olmo 3.1 32b Think: 37.7 (#189)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Coding | 1510 | 1291 |
| DeepSWE | 73.8% | — |
| FrontierCode | 41.2% | — |
| CursorBench | 39.6% | — |
| LMArena WebDev | 1584 | — |
| FrontierSWE | 19.6% | — |
| SciCode | 56.6% | — |
| WeirdML | 84.8% | — |
| ALE-Bench | 1,270 | — |

## Agentic & Tool Use

- Gemini 3.8 Flash: 41.8 (#21)
- Olmo 3.1 32b Think: —

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| APEX-Agents | 64.3% | — |
| Remote Labor Index | 5.8% | — |
| GDP.pdf | 23.4% | — |
| Vending-Bench 2 | 5,094 | — |

## Reasoning

- Gemini 3.8 Flash: 76.9 (#5)
- Olmo 3.1 32b Think: 25.2 (#150)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Hard Prompts | 1508 | 1272 |
| ARC-AGI-2 | 89.2% | — |
| NYT Connections (extended) | 97.4% | — |
| ARC-AGI-1 | 98.5% | — |
| CritPt | 18.3% | — |
| Chess Puzzles | 61% | — |
| Mystery Game Puzzles | 47% | — |
| DTBench | 95.7% | — |
| LMCA | 52.9% | — |
| Surface Evolver Bench | 76.9% | — |
| Epoch Capabilities Index | 156.71 | — |

## Math

- Gemini 3.8 Flash: 65.3 (#28)
- Olmo 3.1 32b Think: 36.3 (#168)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Math | 1528 | 1305 |
| FrontierMath (Tiers 1-3) | 68.4% | — |
| FrontierMath Tier 4 | 22% | — |
| OTIS Mock AIME 2024-2025 | 98.9% | — |
| ProofBench | 48% | — |

## Knowledge

- Gemini 3.8 Flash: 74.8 (#2)
- Olmo 3.1 32b Think: 35.7 (#181)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Expert | 1524 | 1295 |
| GPQA Diamond | 95.4% | — |
| Humanity's Last Exam | 44.5% | — |
| SimpleQA Verified | 69.7% | — |

## Multimodal

- Gemini 3.8 Flash: 40.7 (#45)
- Olmo 3.1 32b Think: —

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Vision | 1314 | — |
| Blueprint-Bench 2 | 38.6% | — |
| Furniture Assembly | 31.7% | — |

## Multilingual

- Gemini 3.8 Flash: 58.0 (#5)
- Olmo 3.1 32b Think: 38.1 (#231)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Non-English | 1491 | 1209 |
| LMArena Chinese | 1554 | 1242 |
| LMArena French | 1498 | 1260 |
| LMArena German | 1493 | 1262 |
| LMArena Russian | 1515 | 1193 |
| LMArena Spanish | 1485 | 1289 |
| LMArena Japanese | 1502 | — |
| LMArena Korean | 1459 | — |

## Instruction Following

- Gemini 3.8 Flash: 78.0 (#13)
- Olmo 3.1 32b Think: 65.6 (#218)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Instruction Following | 1490 | 1247 |

## Long Context

- Gemini 3.8 Flash: 46.3 (#24)
- Olmo 3.1 32b Think: 38.6 (#195)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Longer Query | 1508 | 1272 |

## Writing & Preference

- Gemini 3.8 Flash: 72.2 (#15)
- Olmo 3.1 32b Think: 46.2 (#220)

| Benchmark | Gemini 3.8 Flash | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Text | 1499 | 1272 |
| LMArena Creative Writing | 1492 | 1226 |
| LMArena Multi-Turn | 1501 | 1252 |
| EQ-Bench Creative Writing | 1748 | — |

## FAQ

### Is Gemini 3.8 Flash better than Olmo 3.1 32b Think?

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 37.9 on the Noometry Index.

### Is Gemini 3.8 Flash or Olmo 3.1 32b Think better for coding?

Gemini 3.8 Flash scores higher on coding benchmarks: 59.2 versus 37.7 in the Noometry coding category.

### How many benchmarks do Gemini 3.8 Flash and Olmo 3.1 32b Think share?

15 benchmarks have published results for both models. Gemini 3.8 Flash has 50 scored results on Noometry and Olmo 3.1 32b Think has 15.