# Nemotron 3.5 Lightning vs Olmo 7b Instruct

> Nemotron 3.5 Lightning is the stronger model overall, scoring 40.0 to 30.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/nemotron-3-5-lightning-vs-olmo-7b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Nemotron 3.5 Lightning scores higher in 6 categories and Olmo 7b Instruct in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Nemotron 3.5 Lightning leads 48.5 to 25.8.

## Snapshot

| | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| Provider | NVIDIA | Allen Institute for AI (Ai2) |
| Noometry Index | 40.0 | 30.3 |
| Rank | 155 | 295 |
| Context | 262K | — |
| Input $/M | $0.05 | — |
| Output $/M | $0.20 | — |
| Weights | Open | Open |

## Coding

- Nemotron 3.5 Lightning: 40.4 (#141)
- Olmo 7b Instruct: 29.6 (#303)

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Coding | 1375 | 1016 |

## Reasoning

- Nemotron 3.5 Lightning: 26.8 (#127)
- Olmo 7b Instruct: 18.8 (#274)

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1337 | 993 |

## Math

- Nemotron 3.5 Lightning: 37.5 (#155)
- Olmo 7b Instruct: 30.2 (#237)

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Math | 1359 | 1018 |

## Knowledge

- Nemotron 3.5 Lightning: 37.5 (#154)
- Olmo 7b Instruct: —

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Expert | 1356 | — |

## Multilingual

- Nemotron 3.5 Lightning: 44.0 (#180)
- Olmo 7b Instruct: 24.0 (#291)

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Non-English | 1295 | 977 |
| LMArena Chinese | 1359 | 1014 |
| LMArena Russian | 1253 | 947 |
| LMArena French | 1366 | — |
| LMArena German | 1282 | — |
| LMArena Japanese | 1206 | — |
| LMArena Korean | 1238 | — |
| LMArena Spanish | 1345 | — |

## Instruction Following

- Nemotron 3.5 Lightning: 69.6 (#170)
- Olmo 7b Instruct: 49.0 (#301)

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Instruction Following | 1318 | 978 |

## Long Context

- Nemotron 3.5 Lightning: 39.9 (#165)
- Olmo 7b Instruct: —

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Longer Query | 1314 | — |

## Writing & Preference

- Nemotron 3.5 Lightning: 48.5 (#201)
- Olmo 7b Instruct: 25.8 (#303)

| Benchmark | Nemotron 3.5 Lightning | Olmo 7b Instruct |
|---|---|---|
| LMArena Text | 1327 | 1032 |
| LMArena Creative Writing | 1254 | 990 |
| LMArena Multi-Turn | 1328 | 1007 |
| EQ-Bench Creative Writing | 1280 | — |

## FAQ

### Is Nemotron 3.5 Lightning better than Olmo 7b Instruct?

Nemotron 3.5 Lightning is the stronger model overall, scoring 40.0 to 30.3 on the Noometry Index.

### Is Nemotron 3.5 Lightning or Olmo 7b Instruct better for coding?

Nemotron 3.5 Lightning scores higher on coding benchmarks: 40.4 versus 29.6 in the Noometry coding category.

### How many benchmarks do Nemotron 3.5 Lightning and Olmo 7b Instruct share?

10 benchmarks have published results for both models. Nemotron 3.5 Lightning has 18 scored results on Noometry and Olmo 7b Instruct has 10.