# Olmo 3.1 32b Think vs Step 3.7 Flash

> Olmo 3.1 32b Think and Step 3.7 Flash score almost the same on the Noometry Index (37.9 vs 37.3), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/olmo-3-1-32b-think-vs-step-3-7-flash
- Last updated: 2026-10-12
- Shared benchmarks: 0

## Summary

- The widest gap is in math, where Step 3.7 Flash leads 42.9 to 36.3.

## Snapshot

| | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | StepFun |
| Noometry Index | 37.9 | 37.3 |
| Rank | 191 | 207 |
| Context | — | 256K |
| Input $/M | — | $0.18 |
| Output $/M | — | $1.11 |
| Weights | Open | Open |

## Coding

- Olmo 3.1 32b Think: 37.7 (#189)
- Step 3.7 Flash: 40.0 (#150)

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| SciCode | — | 40% |
| LMArena Coding | 1291 | — |
| ALE-Bench | — | 694.12 |

## Reasoning

- Olmo 3.1 32b Think: 25.2 (#150)
- Step 3.7 Flash: 21.6 (#219)

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| NYT Connections (extended) | — | 39.7% |
| CritPt | — | 2.3% |
| LMArena Hard Prompts | 1272 | — |

## Math

- Olmo 3.1 32b Think: 36.3 (#168)
- Step 3.7 Flash: 42.9 (#82)

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| MathArena Final-Answer Competitions | — | 68.5% |
| LMArena Math | 1305 | — |

## Knowledge

- Olmo 3.1 32b Think: 35.7 (#181)
- Step 3.7 Flash: —

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| LMArena Expert | 1295 | — |

## Multilingual

- Olmo 3.1 32b Think: 38.1 (#231)
- Step 3.7 Flash: —

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| LMArena Non-English | 1209 | — |
| LMArena Chinese | 1242 | — |
| LMArena French | 1260 | — |
| LMArena German | 1262 | — |
| LMArena Russian | 1193 | — |
| LMArena Spanish | 1289 | — |

## Instruction Following

- Olmo 3.1 32b Think: 65.6 (#218)
- Step 3.7 Flash: —

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1247 | — |

## Long Context

- Olmo 3.1 32b Think: 38.6 (#195)
- Step 3.7 Flash: —

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| LMArena Longer Query | 1272 | — |

## Writing & Preference

- Olmo 3.1 32b Think: 46.2 (#220)
- Step 3.7 Flash: —

| Benchmark | Olmo 3.1 32b Think | Step 3.7 Flash |
|---|---|---|
| LMArena Text | 1272 | — |
| LMArena Creative Writing | 1226 | — |
| LMArena Multi-Turn | 1252 | — |

## FAQ

### Is Olmo 3.1 32b Think better than Step 3.7 Flash?

Olmo 3.1 32b Think and Step 3.7 Flash score almost the same on the Noometry Index (37.9 vs 37.3), so choose on price, context window or the category you care about most.

### Is Olmo 3.1 32b Think or Step 3.7 Flash better for coding?

Step 3.7 Flash scores higher on coding benchmarks: 40.0 versus 37.7 in the Noometry coding category.

### How many benchmarks do Olmo 3.1 32b Think and Step 3.7 Flash share?

0 benchmarks have published results for both models. Olmo 3.1 32b Think has 15 scored results on Noometry and Step 3.7 Flash has 5.