# Grok 4.6 vs Nova Premier 1.0

> Grok 4.6 is the stronger model overall, scoring 56.9 to 38.3 on the Noometry Index.

- Canonical page: https://noometry.com/compare/grok-4-6-vs-nova-premier-1-0
- Last updated: 2026-10-10
- Shared benchmarks: 0

## Summary

- The widest gap is in reasoning, where Grok 4.6 leads 61.4 to 23.0.
- Grok 4.6 is cheaper at $2 / $6 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 500K.

## Snapshot

| | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| Provider | xAI | Amazon |
| Noometry Index | 56.9 | 38.3 |
| Rank | 21 | 189 |
| Context | 500K | 1M |
| Input $/M | $2 | $2.50 |
| Output $/M | $6 | $12.50 |
| Weights | Proprietary | Proprietary |

## Coding

- Grok 4.6: 58.5 (#16)
- Nova Premier 1.0: —

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| DeepSWE | 67.5% | — |
| FrontierCode | 48% | — |
| CursorBench | 41.4% | — |
| LMArena WebDev | 1617 | — |
| FrontierSWE | 25.3% | — |
| SciCode | 56.5% | — |
| WeirdML | 67.3% | — |
| LMArena Coding | 1465 | — |
| ALE-Bench | 1,508 | — |

## Agentic & Tool Use

- Grok 4.6: 39.4 (#27)
- Nova Premier 1.0: —

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| APEX-Agents | 65.3% | — |
| GDP.pdf | 17.2% | — |
| Vending-Bench 2 | 9,047 | — |

## Reasoning

- Grok 4.6: 61.4 (#20)
- Nova Premier 1.0: 23.0 (#185)

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| ARC-AGI-2 | 67.1% | — |
| SimpleBench | 75.9% | — |
| Kagi LLM Benchmark | — | 44.8% |
| NYT Connections (extended) | 80% | — |
| ARC-AGI-1 | 87.5% | — |
| CritPt | 19.7% | — |
| Chess Puzzles | 40% | — |
| EBR-Bench | 30.5% | — |
| LMArena Hard Prompts | 1447 | — |
| Mystery Game Puzzles | 34% | — |
| DTBench | 97.3% | — |
| LMCA | 48.5% | — |
| Epoch Capabilities Index | 156.44 | — |

## Math

- Grok 4.6: 67.0 (#24)
- Nova Premier 1.0: 33.8 (#199)

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| FrontierMath (Tiers 1-3) | 66% | — |
| FrontierMath Tier 4 | 31.7% | — |
| OTIS Mock AIME 2024-2025 | 99.2% | — |
| ProofBench | 51% | — |
| Omni-MATH | — | 35% |
| LMArena Math | 1423 | — |

## Knowledge

- Grok 4.6: 63.3 (#20)
- Nova Premier 1.0: 35.8 (#180)

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| GPQA Diamond | 94% | — |
| SimpleQA Verified | 49.3% | — |
| MMLU-Pro | — | 72.6% |
| GPQA (HELM) | — | 51.8% |
| LMArena Expert | 1467 | — |

## Multimodal

- Grok 4.6: 43.6 (#23)
- Nova Premier 1.0: —

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| LMArena Vision | 1263 | — |
| Blueprint-Bench 2 | 33.2% | — |
| Furniture Assembly | 40% | — |
| LMArena Document | 1452 | — |

## Multilingual

- Grok 4.6: 53.0 (#74)
- Nova Premier 1.0: —

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| LMArena Non-English | 1420 | — |
| LMArena Chinese | 1480 | — |
| LMArena French | 1461 | — |
| LMArena German | 1431 | — |
| LMArena Japanese | 1376 | — |
| LMArena Korean | 1397 | — |
| LMArena Russian | 1422 | — |
| LMArena Spanish | 1404 | — |

## Instruction Following

- Grok 4.6: 75.4 (#63)
- Nova Premier 1.0: 66.8 (#204)

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| IFEval | — | 80.3% |
| LMArena Instruction Following | 1431 | — |

## Long Context

- Grok 4.6: 44.5 (#66)
- Nova Premier 1.0: —

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| LMArena Longer Query | 1454 | — |

## Writing & Preference

- Grok 4.6: 62.3 (#80)
- Nova Premier 1.0: 51.0 (#178)

| Benchmark | Grok 4.6 | Nova Premier 1.0 |
|---|---|---|
| LMArena Text | 1428 | — |
| LMArena Creative Writing | 1428 | — |
| WildBench | — | 78.8% |
| LMArena Multi-Turn | 1425 | — |

## FAQ

### Is Grok 4.6 better than Nova Premier 1.0?

Grok 4.6 is the stronger model overall, scoring 56.9 to 38.3 on the Noometry Index.

### Which is cheaper, Grok 4.6 or Nova Premier 1.0?

Grok 4.6 is cheaper. It lists at $2 per million input tokens and $6 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 500K.

### How many benchmarks do Grok 4.6 and Nova Premier 1.0 share?

0 benchmarks have published results for both models. Grok 4.6 has 49 scored results on Noometry and Nova Premier 1.0 has 6.