# Amazon Nova Experimental Chat 10 09 vs Inkling-Small

> Inkling-Small is the stronger model overall, scoring 46.5 to 41.4 on the Noometry Index.

- Canonical page: https://noometry.com/compare/amazon-nova-experimental-chat-10-09-vs-inkling-small
- Last updated: 2026-10-10
- Shared benchmarks: 9

## Summary

- They share 9 benchmarks with published results for both. Amazon Nova Experimental Chat 10 09 scores higher in 0 categories and Inkling-Small in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Inkling-Small leads 39.0 to 26.2.
- Inkling-Small has downloadable open weights; the other is API-only.

## Snapshot

| | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| Provider | Amazon | Thinking Machines Lab |
| Noometry Index | 41.4 | 46.5 |
| Rank | 124 | 57 |
| Context | — | 524K |
| Input $/M | — | $0.45 |
| Output $/M | — | $1.20 |
| Weights | Proprietary | Open |

## Coding

- Amazon Nova Experimental Chat 10 09: 39.6 (#142)
- Inkling-Small: 43.3 (#80)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| LMArena Coding | 1371 | 1451 |
| LMArena WebDev | — | 1408 |
| SciCode | — | 48.7% |

## Reasoning

- Amazon Nova Experimental Chat 10 09: 26.2 (#122)
- Inkling-Small: 39.0 (#53)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| LMArena Hard Prompts | 1356 | 1424 |
| ARC-AGI-2 | — | 40.1% |
| ARC-AGI-1 | — | 84% |
| CritPt | — | 8.3% |
| Chess Puzzles | — | 18% |
| Mystery Game Puzzles | — | 6% |
| Epoch Capabilities Index | — | 150.13 |

## Math

- Amazon Nova Experimental Chat 10 09: —
- Inkling-Small: 44.9 (#65)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 46.3% |
| FrontierMath Tier 4 | — | 17.1% |
| OTIS Mock AIME 2024-2025 | — | 90% |
| ProofBench | — | 6% |
| LMArena Math | — | 1453 |

## Knowledge

- Amazon Nova Experimental Chat 10 09: —
- Inkling-Small: 48.3 (#71)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| GPQA Diamond | — | 88.5% |
| SimpleQA Verified | — | 19.1% |
| LMArena Expert | — | 1442 |

## Multimodal

- Amazon Nova Experimental Chat 10 09: —
- Inkling-Small: 38.4 (#59)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| LMArena Vision | — | 1235 |

## Multilingual

- Amazon Nova Experimental Chat 10 09: 47.5 (#145)
- Inkling-Small: 51.7 (#102)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| LMArena Non-English | 1341 | 1400 |
| LMArena Chinese | 1345 | 1458 |
| LMArena French | — | 1438 |
| LMArena German | — | 1412 |
| LMArena Japanese | — | 1399 |
| LMArena Korean | — | 1355 |
| LMArena Russian | — | 1392 |
| LMArena Spanish | — | 1426 |

## Instruction Following

- Amazon Nova Experimental Chat 10 09: 69.7 (#167)
- Inkling-Small: 73.9 (#112)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| LMArena Instruction Following | 1316 | 1397 |

## Long Context

- Amazon Nova Experimental Chat 10 09: 40.6 (#146)
- Inkling-Small: 42.7 (#113)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| LMArena Longer Query | 1334 | 1401 |

## Writing & Preference

- Amazon Nova Experimental Chat 10 09: 55.0 (#144)
- Inkling-Small: 59.8 (#102)

| Benchmark | Amazon Nova Experimental Chat 10 09 | Inkling-Small |
|---|---|---|
| LMArena Text | 1365 | 1413 |
| LMArena Creative Writing | 1307 | 1330 |
| LMArena Multi-Turn | 1354 | 1420 |
| EQ-Bench Creative Writing | — | 1491 |

## FAQ

### Is Amazon Nova Experimental Chat 10 09 better than Inkling-Small?

Inkling-Small is the stronger model overall, scoring 46.5 to 41.4 on the Noometry Index.

### Is Amazon Nova Experimental Chat 10 09 or Inkling-Small better for coding?

Inkling-Small scores higher on coding benchmarks: 43.3 versus 39.6 in the Noometry coding category.

### How many benchmarks do Amazon Nova Experimental Chat 10 09 and Inkling-Small share?

9 benchmarks have published results for both models. Amazon Nova Experimental Chat 10 09 has 9 scored results on Noometry and Inkling-Small has 33.