# Inkling-Small vs Nova Premier 1.0

> Inkling-Small is the stronger model overall, scoring 46.5 to 38.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/inkling-small-vs-nova-premier-1-0
- Last updated: 2026-10-11
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where Inkling-Small leads 38.6 to 23.0.
- Inkling-Small is cheaper at $0.45 / $1.20 per million input/output tokens, against $2.50 / $12.50 for Nova Premier 1.0.
- Nova Premier 1.0 accepts more context: 1M tokens versus 524K.
- Inkling-Small has downloadable open weights; the other is API-only.

## Snapshot

| | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| Provider | Thinking Machines Lab | Amazon |
| Noometry Index | 46.5 | 38.3 |
| Rank | 63 | 189 |
| Context | 524K | 1M |
| Input $/M | $0.45 | $2.50 |
| Output $/M | $1.20 | $12.50 |
| Weights | Open | Proprietary |

## Coding

- Inkling-Small: 43.6 (#85)
- Nova Premier 1.0: —

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| LMArena WebDev | 1409 | — |
| SciCode | 48.7% | — |
| LMArena Coding | 1451 | — |

## Reasoning

- Inkling-Small: 38.6 (#63)
- Nova Premier 1.0: 23.0 (#185)

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| ARC-AGI-2 | 40.1% | — |
| Kagi LLM Benchmark | — | 44.8% |
| ARC-AGI-1 | 84% | — |
| CritPt | 8.3% | — |
| Chess Puzzles | 18% | — |
| LMArena Hard Prompts | 1423 | — |
| Mystery Game Puzzles | 6% | — |
| Epoch Capabilities Index | 150.15 | — |

## Math

- Inkling-Small: 45.1 (#77)
- Nova Premier 1.0: 33.8 (#199)

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| FrontierMath (Tiers 1-3) | 46.3% | — |
| FrontierMath Tier 4 | 17.1% | — |
| OTIS Mock AIME 2024-2025 | 90% | — |
| ProofBench | 6% | — |
| Omni-MATH | — | 35% |
| LMArena Math | 1459 | — |

## Knowledge

- Inkling-Small: 48.2 (#77)
- Nova Premier 1.0: 35.8 (#180)

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| GPQA Diamond | 88.5% | — |
| SimpleQA Verified | 19.1% | — |
| MMLU-Pro | — | 72.6% |
| GPQA (HELM) | — | 51.8% |
| LMArena Expert | 1442 | — |

## Multimodal

- Inkling-Small: 39.1 (#62)
- Nova Premier 1.0: —

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| LMArena Vision | 1235 | — |

## Multilingual

- Inkling-Small: 51.7 (#104)
- Nova Premier 1.0: —

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| LMArena Non-English | 1402 | — |
| LMArena Chinese | 1465 | — |
| LMArena French | 1436 | — |
| LMArena German | 1405 | — |
| LMArena Japanese | 1405 | — |
| LMArena Korean | 1363 | — |
| LMArena Russian | 1391 | — |
| LMArena Spanish | 1428 | — |

## Instruction Following

- Inkling-Small: 73.8 (#114)
- Nova Premier 1.0: 66.8 (#204)

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| IFEval | — | 80.3% |
| LMArena Instruction Following | 1399 | — |

## Long Context

- Inkling-Small: 42.7 (#118)
- Nova Premier 1.0: —

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| LMArena Longer Query | 1401 | — |

## Writing & Preference

- Inkling-Small: 59.6 (#107)
- Nova Premier 1.0: 51.0 (#178)

| Benchmark | Inkling-Small | Nova Premier 1.0 |
|---|---|---|
| LMArena Text | 1414 | — |
| LMArena Creative Writing | 1331 | — |
| EQ-Bench Creative Writing | 1491 | — |
| WildBench | — | 78.8% |
| LMArena Multi-Turn | 1418 | — |

## FAQ

### Is Inkling-Small better than Nova Premier 1.0?

Inkling-Small is the stronger model overall, scoring 46.5 to 38.3 on the Noometry Index.

### Which is cheaper, Inkling-Small or Nova Premier 1.0?

Inkling-Small is cheaper. It lists at $0.45 per million input tokens and $1.20 per million output tokens; Nova Premier 1.0 lists at $2.50 and $12.50.

### Which has the bigger context window?

Nova Premier 1.0 does, with 1M tokens against 524K.

### How many benchmarks do Inkling-Small and Nova Premier 1.0 share?

0 benchmarks have published results for both models. Inkling-Small has 33 scored results on Noometry and Nova Premier 1.0 has 6.