# GPT-6 Sol vs Olmo 2 0325 32b Instruct

> GPT-6 Sol is the stronger model overall, scoring 49.2 to 32.2 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gpt-6-sol-vs-olmo-2-0325-32b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 11

## Summary

- They share 11 benchmarks with published results for both. GPT-6 Sol 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 writing & preference, where GPT-6 Sol leads 72.3 to 42.3.
- Olmo 2 0325 32b Instruct has downloadable open weights; the other is API-only.

## Snapshot

| | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| Provider | OpenAI | Allen Institute for AI (Ai2) |
| Noometry Index | 49.2 | 32.2 |
| Rank | 46 | 248 |
| Context | 1.05M | — |
| Input $/M | $2 | — |
| Output $/M | $10 | — |
| Weights | Proprietary | Open |

## Coding

- GPT-6 Sol: 59.6 (#11)
- Olmo 2 0325 32b Instruct: 34.6 (#222)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Coding | 1453 | 1210 |
| DeepSWE | 68.8% | — |
| FrontierCode | 49.3% | — |
| LMArena WebDev | 1692 | — |

## Agentic & Tool Use

- GPT-6 Sol: 33.5 (#49)
- Olmo 2 0325 32b Instruct: —

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| GDP.pdf | 28% | — |

## Reasoning

- GPT-6 Sol: 49.3 (#34)
- Olmo 2 0325 32b Instruct: 22.6 (#174)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1420 | 1208 |
| NYT Connections (extended) | 90.1% | — |
| EBR-Bench | 53.3% | — |

## Math

- GPT-6 Sol: 35.8 (#135)
- Olmo 2 0325 32b Instruct: 24.8 (#255)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Math | 1404 | 1208 |
| Omni-MATH | — | 16.1% |

## Knowledge

- GPT-6 Sol: 43.0 (#87)
- Olmo 2 0325 32b Instruct: 19.2 (#274)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| MMLU-Pro | — | 41.4% |
| Vectara Hallucination Rate | 6.5% | — |
| GPQA (HELM) | — | 28.7% |
| LMArena Expert | 1449 | — |

## Multimodal

- GPT-6 Sol: 47.6 (#9)
- Olmo 2 0325 32b Instruct: —

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| Furniture Assembly | 58.3% | — |

## Multilingual

- GPT-6 Sol: 51.0 (#113)
- Olmo 2 0325 32b Instruct: 35.0 (#243)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Non-English | 1389 | 1160 |
| LMArena Chinese | 1416 | 1192 |
| LMArena Russian | 1407 | 1187 |
| LMArena Spanish | 1377 | — |

## Instruction Following

- GPT-6 Sol: 74.4 (#97)
- Olmo 2 0325 32b Instruct: 61.8 (#238)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Instruction Following | 1406 | 1186 |
| IFEval | — | 78% |

## Long Context

- GPT-6 Sol: 43.2 (#100)
- Olmo 2 0325 32b Instruct: 36.2 (#229)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Longer Query | 1415 | 1194 |

## Writing & Preference

- GPT-6 Sol: 72.3 (#15)
- Olmo 2 0325 32b Instruct: 42.3 (#231)

| Benchmark | GPT-6 Sol | Olmo 2 0325 32b Instruct |
|---|---|---|
| LMArena Text | 1396 | 1218 |
| LMArena Creative Writing | 1392 | 1199 |
| LMArena Multi-Turn | 1405 | 1221 |
| EQ-Bench Creative Writing | 2125 | — |
| WildBench | — | 73.4% |

## FAQ

### Is GPT-6 Sol better than Olmo 2 0325 32b Instruct?

GPT-6 Sol is the stronger model overall, scoring 49.2 to 32.2 on the Noometry Index.

### Is GPT-6 Sol or Olmo 2 0325 32b Instruct better for coding?

GPT-6 Sol scores higher on coding benchmarks: 59.6 versus 34.6 in the Noometry coding category.

### How many benchmarks do GPT-6 Sol and Olmo 2 0325 32b Instruct share?

11 benchmarks have published results for both models. GPT-6 Sol has 22 scored results on Noometry and Olmo 2 0325 32b Instruct has 16.