# GPT-4.5 vs Olmo 3.1 32b Think

> GPT-4.5 and Olmo 3.1 32b Think score almost the same on the Noometry Index (37.2 vs 37.9), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/gpt-4-5-vs-olmo-3-1-32b-think
- Last updated: 2026-10-12
- Shared benchmarks: 14

## Summary

- They share 14 benchmarks with published results for both. GPT-4.5 scores higher in 5 categories and Olmo 3.1 32b Think in 3 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in multilingual, where GPT-4.5 leads 52.5 to 38.1.
- Olmo 3.1 32b Think has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| Provider | OpenAI | Allen Institute for AI (Ai2) |
| Noometry Index | 37.2 | 37.9 |
| Rank | 208 | 191 |
| Context | — | — |
| Input $/M | — | — |
| Output $/M | — | — |
| Weights | Proprietary | Open |

## Coding

- GPT-4.5: 42.2 (#109)
- Olmo 3.1 32b Think: 37.7 (#189)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Coding | 1396 | 1291 |
| Aider Polyglot | 44.9% | — |
| WeirdML | 39.4% | — |
| LiveBench Coding | 75.2% | — |

## Agentic & Tool Use

- GPT-4.5: 27.9 (#97)
- Olmo 3.1 32b Think: —

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| Cybench | 17.5% | — |

## Reasoning

- GPT-4.5: 13.9 (#330)
- Olmo 3.1 32b Think: 25.2 (#150)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Hard Prompts | 1403 | 1272 |
| ARC-AGI-2 | 0.8% | — |
| SimpleBench | 34.5% | — |
| ARC-AGI-1 | 10.3% | — |
| EnigmaEval | 3.2% | — |
| LiveBench Reasoning | 71.1% | — |
| LiveBench Data Analysis | 64.3% | — |
| Epoch Capabilities Index | 136.74 | — |
| ForecastBench | 61.7 | — |
| LiveBench | 69% | — |

## Math

- GPT-4.5: 32.6 (#211)
- Olmo 3.1 32b Think: 36.3 (#168)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Math | 1412 | 1305 |
| OTIS Mock AIME 2024-2025 | 37.8% | — |
| LiveBench Math | 69.3% | — |
| MATH Level 5 | 78.6% | — |

## Knowledge

- GPT-4.5: 32.5 (#211)
- Olmo 3.1 32b Think: 35.7 (#181)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Expert | 1394 | 1295 |
| GPQA Diamond | 68.7% | — |
| Humanity's Last Exam | 5.4% | — |
| Confabulations | 13.6% | — |

## Multimodal

- GPT-4.5: 37.6 (#71)
- Olmo 3.1 32b Think: —

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Vision | 1195 | — |
| VPCT | 45% | — |

## Multilingual

- GPT-4.5: 52.5 (#83)
- Olmo 3.1 32b Think: 38.1 (#231)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Non-English | 1413 | 1209 |
| LMArena Chinese | 1421 | 1242 |
| LMArena French | 1418 | 1260 |
| LMArena German | 1457 | 1262 |
| LMArena Russian | 1419 | 1193 |
| LMArena Japanese | 1416 | — |
| LMArena Korean | 1392 | — |
| LMArena Spanish | — | 1289 |

## Instruction Following

- GPT-4.5: 72.6 (#134)
- Olmo 3.1 32b Think: 65.6 (#218)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Instruction Following | 1404 | 1247 |
| LiveBench Instruction Following | 72.3% | — |

## Long Context

- GPT-4.5: 40.4 (#155)
- Olmo 3.1 32b Think: 38.6 (#195)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Longer Query | 1406 | 1272 |
| Fiction.LiveBench | 63.9% | — |

## Writing & Preference

- GPT-4.5: 56.9 (#134)
- Olmo 3.1 32b Think: 46.2 (#220)

| Benchmark | GPT-4.5 | Olmo 3.1 32b Think |
|---|---|---|
| LMArena Text | 1417 | 1272 |
| LMArena Creative Writing | 1394 | 1226 |
| LMArena Multi-Turn | 1444 | 1252 |
| Short-Story Creative Writing | 75.6% | — |
| EQ-Bench Creative Writing | 1258 | — |
| LiveBench Language | 61.5% | — |

## FAQ

### Is GPT-4.5 better than Olmo 3.1 32b Think?

GPT-4.5 and Olmo 3.1 32b Think score almost the same on the Noometry Index (37.2 vs 37.9), so choose on price, context window or the category you care about most.

### Is GPT-4.5 or Olmo 3.1 32b Think better for coding?

GPT-4.5 scores higher on coding benchmarks: 42.2 versus 37.7 in the Noometry coding category.

### How many benchmarks do GPT-4.5 and Olmo 3.1 32b Think share?

14 benchmarks have published results for both models. GPT-4.5 has 42 scored results on Noometry and Olmo 3.1 32b Think has 15.