# Inkling vs Nemotron 4 340b Instruct

> Inkling is the stronger model overall, scoring 44.1 to 35.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/inkling-vs-nemotron-4-340b-instruct
- Last updated: 2026-10-10
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Inkling scores higher in 6 categories and Nemotron 4 340b Instruct in 2 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Inkling leads 55.2 to 31.4.

## Snapshot

| | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| Provider | Thinking Machines Lab | NVIDIA |
| Noometry Index | 44.1 | 35.3 |
| Rank | 75 | 218 |
| Context | 66K | — |
| Input $/M | $1.87 | — |
| Output $/M | $4.68 | — |
| Weights | Open | Open |

## Coding

- Inkling: 34.1 (#229)
- Nemotron 4 340b Instruct: 34.6 (#223)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Coding | 1463 | 1209 |
| FrontierCode | 14% | — |
| LMArena WebDev | 1412 | — |
| FrontierSWE | 4.1% | — |
| SciCode | 47% | — |
| WeirdML | 32.3% | — |
| ALE-Bench | 946 | — |

## Agentic & Tool Use

- Inkling: 29.5 (#76)
- Nemotron 4 340b Instruct: —

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| APEX-Agents | 33.8% | — |
| τ²-bench Banking | 25% | — |

## Reasoning

- Inkling: 40.6 (#48)
- Nemotron 4 340b Instruct: 22.4 (#180)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1452 | 1202 |
| ARC-AGI-2 | 36.5% | — |
| SimpleBench | 50% | — |
| ARC-AGI-1 | 79.5% | — |
| CritPt | 5.4% | — |
| Chess Puzzles | 21% | — |
| DTBench | 87.5% | — |
| LMCA | 37.6% | — |
| Epoch Capabilities Index | 148.6 | — |

## Math

- Inkling: 31.2 (#198)
- Nemotron 4 340b Instruct: 31.7 (#193)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Math | 1482 | 1216 |
| FrontierMath (Tiers 1-3) | 33.3% | — |
| FrontierMath Tier 4 | 4.9% | — |
| OTIS Mock AIME 2024-2025 | 88.9% | — |
| ProofBench | 0% | — |

## Knowledge

- Inkling: 55.2 (#44)
- Nemotron 4 340b Instruct: 31.4 (#212)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Expert | 1468 | 1171 |
| GPQA Diamond | 88.3% | — |
| SimpleQA Verified | 40.3% | — |

## Multilingual

- Inkling: 54.2 (#49)
- Nemotron 4 340b Instruct: 38.0 (#228)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Non-English | 1434 | 1206 |
| LMArena Chinese | 1495 | 1214 |
| LMArena French | 1453 | 1196 |
| LMArena German | 1456 | 1192 |
| LMArena Japanese | 1428 | 1128 |
| LMArena Korean | 1401 | 1148 |
| LMArena Russian | 1430 | 1219 |
| LMArena Spanish | 1442 | 1195 |

## Instruction Following

- Inkling: 75.3 (#65)
- Nemotron 4 340b Instruct: 63.3 (#227)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Instruction Following | 1427 | 1203 |

## Long Context

- Inkling: 43.9 (#79)
- Nemotron 4 340b Instruct: 37.1 (#216)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Longer Query | 1436 | 1225 |

## Writing & Preference

- Inkling: 65.5 (#48)
- Nemotron 4 340b Instruct: 42.9 (#229)

| Benchmark | Inkling | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Text | 1443 | 1225 |
| LMArena Creative Writing | 1390 | 1203 |
| LMArena Multi-Turn | 1436 | 1214 |
| EQ-Bench Creative Writing | 1611 | — |
| EQ-Bench 4 | 1226 | — |

## FAQ

### Is Inkling better than Nemotron 4 340b Instruct?

Inkling is the stronger model overall, scoring 44.1 to 35.3 on the Noometry Index.

### Is Inkling or Nemotron 4 340b Instruct better for coding?

They score almost the same on coding (34.1 vs 34.6); test both on your own repository before choosing.

### How many benchmarks do Inkling and Nemotron 4 340b Instruct share?

17 benchmarks have published results for both models. Inkling has 41 scored results on Noometry and Nemotron 4 340b Instruct has 17.