Allen Institute for AI (Ai2), open weights

# Olmo 3.1 32b Instruct

> Olmo 3.1 32b Instruct by Allen Institute for AI (Ai2). Ranked #168 of 354 with a Noometry Index of 39.4. Scores, sources and comparisons.
- Canonical page: https://noometry.com/models/olmo-3-1-32b-instruct
- Last updated: 2026-10-10
- Title: Olmo 3.1 32b Instruct Benchmarks, Price & Rank (October 2026)

Olmo 3.1 32b Instruct by Allen Institute for AI (Ai2) ranks 168th of 354 ranked models on the Noometry Index as of October 2026, with a score of 39.4. Its strongest category is reasoning, where it ranks 132nd.

Last verified October 10, 2026

## Specifications

- **Noometry rank:** #168 of 354
- **Index score:** 39.4
- **Evidence:** Confirmed 16 results
- **Provider:** [![](/logos/ai2.svg) Allen Institute for AI (Ai2)](https://noometry.com/providers/ai2)
- **Released:** Unknown
- **Weights:** Open weights
- **Reasoning:** Unknown
- **Context window:** —
- **Max output:** —
- **Input price:** Not listed
- **Output price:** Not listed
- **Blended price:** Not listed
- **Output speed:** Not measured
- **Value:** Not ranked
- **Knowledge cutoff:** Unknown

## Category scores

Each category score combines every public result we have in that category.

Olmo 3.1 32b Instruct category scores

1.  Coding 39.5
2.  Reasoning 26.4
3.  Math 36.3
4.  Knowledge 36.1
5.  Multilingual 42.6
6.  Instruction Following 68.6
7.  Long Context 39.9
8.  Writing & Preference 50.2
9.  020406080

Olmo 3.1 32b Instruct category ranks
| Category | Score | Rank | Results |
| --- | --- | --- | --- |
| [Coding](https://noometry.com/best/coding) | 39.5 | #157 | 1 |
| [Reasoning](https://noometry.com/best/reasoning) | 26.4 | #132 | 1 |
| [Math](https://noometry.com/best/math) | 36.3 | #167 | 1 |
| [Knowledge](https://noometry.com/best/knowledge) | 36.1 | #175 | 1 |
| [Multilingual](https://noometry.com/best/multilingual) | 42.6 | #191 | 1 |
| [Instruction Following](https://noometry.com/best/instruction-following) | 68.6 | #187 | 1 |
| [Long Context](https://noometry.com/best/long-context) | 39.9 | #166 | 1 |
| [Writing & Preference](https://noometry.com/best/writing) | 50.2 | #185 | 3 |

## Strengths and weaknesses

Categories where Olmo 3.1 32b Instruct places highest and lowest among the models ranked in each, with its score against that category's median.

### Strongest categories

Olmo 3.1 32b Instruct: strongest categories
| Category | Score | vs median | Rank |
| --- | --- | --- | --- |
| [Reasoning](https://noometry.com/best/reasoning) | 26.4 | +2.8 | #132 of 350, top 38% |
| [Coding](https://noometry.com/best/coding) | 39.5 | +0.8 | #157 of 340, top 47% |
| [Math](https://noometry.com/best/math) | 36.3 | −0.3 | #167 of 327, top 52% |

### Weakest categories

Olmo 3.1 32b Instruct: weakest categories
| Category | Score | vs median | Rank |
| --- | --- | --- | --- |
| [Multilingual](https://noometry.com/best/multilingual) | 42.6 | −4.8 | #191 of 297, top 65% |
| [Instruction Following](https://noometry.com/best/instruction-following) | 68.6 | −2.7 | #187 of 305, top 62% |
| [Writing & Preference](https://noometry.com/best/writing) | 50.2 | −3.6 | #185 of 312, top 60% |

## Closest competitors

The models ranked just above and below Olmo 3.1 32b Instruct. When scores are this close, price and speed are often the better way to choose.

Models ranked closest to Olmo 3.1 32b Instruct
| Model | Rank | Score | Blended $/M | Speed |  |
| --- | --- | --- | --- | --- | --- |
| [Claude 3.7 Sonnet](https://noometry.com/models/claude-3-7-sonnet) | #164 | 39.5 | — | — | [Compare](https://noometry.com/compare/claude-3-7-sonnet-vs-olmo-3-1-32b-instruct) |
| [Claude Haiku 4.5](https://noometry.com/models/claude-haiku-4-5) | #165 | 39.5 | $2 | — | [Compare](https://noometry.com/compare/claude-haiku-4-5-vs-olmo-3-1-32b-instruct) |
| [DeepSeek-V3](https://noometry.com/models/deepseek-v3) | #166 | 39.5 | $0.41 | 73 | [Compare](https://noometry.com/compare/deepseek-v3-vs-olmo-3-1-32b-instruct) |
| [Grok 4 Fast](https://noometry.com/models/grok-4-fast) | #167 | 39.4 | — | 577 | [Compare](https://noometry.com/compare/grok-4-fast-vs-olmo-3-1-32b-instruct) |
| [Granite 4.2 3b](https://noometry.com/models/granite-4-2-3b) | #169 | 39.4 | — | — | [Compare](https://noometry.com/compare/granite-4-2-3b-vs-olmo-3-1-32b-instruct) |
| [Gemini 2.5 Flash](https://noometry.com/models/gemini-2-5-flash) | #170 | 39.3 | $0.85 | 152 | [Compare](https://noometry.com/compare/gemini-2-5-flash-vs-olmo-3-1-32b-instruct) |
| [Step 2 16k Exp 202412](https://noometry.com/models/step-2-16k-exp-202412) | #171 | 39.2 | — | — | [Compare](https://noometry.com/compare/olmo-3-1-32b-instruct-vs-step-2-16k-exp-202412) |
| [Qwen3 32B](https://noometry.com/models/qwen3-32b) | #172 | 39.2 | $1.22 | 86 | [Compare](https://noometry.com/compare/olmo-3-1-32b-instruct-vs-qwen3-32b) |

Sponsored placements are available on pages like this one. [Advertise on Noometry](https://noometry.com/advertise)

## Benchmark results

Every published result we track, with its source. Bold rows are the ones used for ranking; where several exist we prefer independent runs over self-reported numbers.

### Coding

Olmo 3.1 32b Instruct Coding benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Coding](https://noometry.com/benchmarks/arena-coding) | 1347 | #175 of 294, top 60% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

### Reasoning

Olmo 3.1 32b Instruct Reasoning benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Hard Prompts](https://noometry.com/benchmarks/arena-hard-prompts) | 1322 | #179 of 297, top 61% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

### Math

Olmo 3.1 32b Instruct Math benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Math](https://noometry.com/benchmarks/arena-math) | 1305 | #180 of 285, top 64% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

### Knowledge

Olmo 3.1 32b Instruct Knowledge benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Expert](https://noometry.com/benchmarks/arena-expert) | 1308 | #174 of 273, top 64% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

### Multilingual

Olmo 3.1 32b Instruct Multilingual benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Non-English](https://noometry.com/benchmarks/arena-non-english) | 1275 | #191 of 297, top 65% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena Chinese](https://noometry.com/benchmarks/arena-chinese) | 1304 | #187 of 285, top 66% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena French](https://noometry.com/benchmarks/arena-french) | 1328 | #154 of 223, top 70% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena German](https://noometry.com/benchmarks/arena-german) | 1282 | #159 of 231, top 69% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena Korean](https://noometry.com/benchmarks/arena-korean) | 1206 | #158 of 213, top 75% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena Russian](https://noometry.com/benchmarks/arena-russian) | 1268 | #197 of 283, top 70% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena Spanish](https://noometry.com/benchmarks/arena-spanish) | 1336 | #151 of 226, top 67% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

### Instruction Following

Olmo 3.1 32b Instruct Instruction Following benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Instruction Following](https://noometry.com/benchmarks/arena-instruction-following) | 1299 | #180 of 298, top 61% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

### Long Context

Olmo 3.1 32b Instruct Long Context benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Longer Query](https://noometry.com/benchmarks/arena-longer-query) | 1312 | #178 of 291, top 62% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

### Writing & Preference

Olmo 3.1 32b Instruct Writing & Preference benchmark results
| Benchmark | Score | Position | Setting | Source | Date |
| --- | --- | --- | --- | --- | --- |
| [LMArena Text](https://noometry.com/benchmarks/arena-text) | 1311 | #185 of 297, top 63% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena Creative Writing](https://noometry.com/benchmarks/arena-creative-writing) | 1264 | #196 of 295, top 67% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |
| [LMArena Multi-Turn](https://noometry.com/benchmarks/arena-multi-turn) | 1309 | #183 of 295, top 63% |  | [LMArena](https://lmarena.ai/leaderboard/text) | 2026-10-08 |

## Compare Olmo 3.1 32b Instruct

-   [Olmo 3.1 32b Instruct vs Grok 4 Fast](https://noometry.com/compare/grok-4-fast-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Granite 4.2 3b](https://noometry.com/compare/granite-4-2-3b-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs DeepSeek-V3](https://noometry.com/compare/deepseek-v3-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Gemini 2.5 Flash](https://noometry.com/compare/gemini-2-5-flash-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Claude Haiku 4.5](https://noometry.com/compare/claude-haiku-4-5-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Step 2 16k Exp 202412](https://noometry.com/compare/olmo-3-1-32b-instruct-vs-step-2-16k-exp-202412)
-   [Olmo 3.1 32b Instruct vs GPT-6 Astra](https://noometry.com/compare/gpt-6-astra-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Claude Fable 5.1](https://noometry.com/compare/claude-fable-5-1-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Gemini 3.8 Flash](https://noometry.com/compare/gemini-3-8-flash-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Kimi K3](https://noometry.com/compare/kimi-k3-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Grok 4.6](https://noometry.com/compare/grok-4-6-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Qwen3.8 Max](https://noometry.com/compare/olmo-3-1-32b-instruct-vs-qwen3-8-max)
-   [Olmo 3.1 32b Instruct vs GLM-5.3](https://noometry.com/compare/glm-5-3-vs-olmo-3-1-32b-instruct)
-   [Olmo 3.1 32b Instruct vs Muse Spark 1.3](https://noometry.com/compare/muse-spark-1-3-vs-olmo-3-1-32b-instruct)

## Other Allen Institute for AI (Ai2) models

-   [Molmo 2 8b](https://noometry.com/models/molmo-2-8b)39.1
-   [Olmo 3 32b Think](https://noometry.com/models/olmo-3-32b-think)38.7
-   [Olmo 3.1 32b Think](https://noometry.com/models/olmo-3-1-32b-think)37.9
-   [Llama 3.1 Tulu 3 8b](https://noometry.com/models/llama-3-1-tulu-3-8b)35.7
-   [Tulu 3 (Tülu 3) 70B](https://noometry.com/models/tulu-3-70b)33.0
-   [Olmo 2 0325 32b Instruct](https://noometry.com/models/olmo-2-0325-32b-instruct)32.7
-   [Olmo 7b Instruct](https://noometry.com/models/olmo-7b-instruct)30.3
-   [OLMo 2 Furious 13B](https://noometry.com/models/olmo-2-furious-13b)29.7

## Frequently asked questions

### How good is Olmo 3.1 32b Instruct?

Olmo 3.1 32b Instruct by Allen Institute for AI (Ai2) ranks 168th of 354 ranked models on the Noometry Index as of October 2026, with a score of 39.4. Its strongest category is reasoning, where it ranks 132nd.

### Is Olmo 3.1 32b Instruct open source?

Yes. Olmo 3.1 32b Instruct's weights are downloadable; check the license for commercial terms.

### What are Olmo 3.1 32b Instruct's strengths and weaknesses?

Relative to other ranked models, Olmo 3.1 32b Instruct places best in reasoning, coding, math and lowest in multilingual, instruction following, writing & preference.

### What is Olmo 3.1 32b Instruct best at?

Its best category is reasoning, where it ranks 132nd on Noometry.

### Cite this page

Noometry. (2026). Olmo 3.1 32b Instruct benchmarks and pricing. Retrieved October 10, 2026, from https://noometry.com/models/olmo-3-1-32b-instruct

Quote Noometry with a link back to this page. It is also available in [Markdown](https://noometry.com/md/models/olmo-3-1-32b-instruct.md).