# Grok 4.6 vs Step 5 Preview

> Grok 4.6 is the stronger model overall, scoring 56.9 to 47.9 on the Noometry Index. Step 5 Preview costs 2.1× less per token, which makes it the better buy when Grok 4.6's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/grok-4-6-vs-step-5-preview
- Last updated: 2026-10-10
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Grok 4.6 scores higher in 5 categories and Step 5 Preview in 4 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Grok 4.6 leads 63.3 to 41.2.
- The biggest single-benchmark swing is ProofBench: 51% for Grok 4.6 and 42% for Step 5 Preview.
- Step 5 Preview is cheaper at $1 / $2.70 per million input/output tokens, against $2 / $6 for Grok 4.6.
- Step 5 Preview accepts more context: 1.02M tokens versus 500K.

## Snapshot

| | Grok 4.6 | Step 5 Preview |
|---|---|---|
| Provider | xAI | StepFun |
| Noometry Index | 56.9 | 47.9 |
| Rank | 21 | 58 |
| Context | 500K | 1.02M |
| Input $/M | $2 | $1 |
| Output $/M | $6 | $2.70 |
| Weights | Proprietary | Proprietary |

## Coding

- Grok 4.6: 58.5 (#16)
- Step 5 Preview: 51.8 (#36)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| LMArena WebDev | 1617 | 1564 |
| SciCode | 56.5% | 58.9% |
| LMArena Coding | 1465 | 1480 |
| DeepSWE | 67.5% | — |
| FrontierCode | 48% | — |
| CursorBench | 41.4% | — |
| FrontierSWE | 25.3% | — |
| WeirdML | 67.3% | — |
| ALE-Bench | 1,508 | — |

## Agentic & Tool Use

- Grok 4.6: 39.4 (#27)
- Step 5 Preview: —

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| APEX-Agents | 65.3% | — |
| GDP.pdf | 17.2% | — |
| Vending-Bench 2 | 9,047 | — |

## Reasoning

- Grok 4.6: 61.4 (#20)
- Step 5 Preview: 40.0 (#57)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| CritPt | 19.7% | 20.9% |
| LMArena Hard Prompts | 1447 | 1465 |
| ARC-AGI-2 | 67.1% | — |
| SimpleBench | 75.9% | — |
| NYT Connections (extended) | 80% | — |
| ARC-AGI-1 | 87.5% | — |
| Chess Puzzles | 40% | — |
| EBR-Bench | 30.5% | — |
| Mystery Game Puzzles | 34% | — |
| DTBench | 97.3% | — |
| LMCA | 48.5% | — |
| Epoch Capabilities Index | 156.44 | — |

## Math

- Grok 4.6: 67.0 (#24)
- Step 5 Preview: 46.1 (#72)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| ProofBench | 51% | 42% |
| LMArena Math | 1423 | 1470 |
| FrontierMath (Tiers 1-3) | 66% | — |
| FrontierMath Tier 4 | 31.7% | — |
| OTIS Mock AIME 2024-2025 | 99.2% | — |

## Knowledge

- Grok 4.6: 63.3 (#20)
- Step 5 Preview: 41.2 (#112)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| LMArena Expert | 1467 | 1470 |
| GPQA Diamond | 94% | — |
| SimpleQA Verified | 49.3% | — |

## Multimodal

- Grok 4.6: 43.6 (#23)
- Step 5 Preview: 41.0 (#41)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| LMArena Vision | 1263 | 1267 |
| Blueprint-Bench 2 | 33.2% | — |
| Furniture Assembly | 40% | — |
| LMArena Document | 1452 | — |

## Multilingual

- Grok 4.6: 53.0 (#74)
- Step 5 Preview: 53.8 (#54)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| LMArena Non-English | 1420 | 1432 |
| LMArena Chinese | 1480 | 1519 |
| LMArena Russian | 1422 | 1436 |
| LMArena Spanish | 1404 | 1439 |
| LMArena French | 1461 | — |
| LMArena German | 1431 | — |
| LMArena Japanese | 1376 | — |
| LMArena Korean | 1397 | — |

## Instruction Following

- Grok 4.6: 75.4 (#63)
- Step 5 Preview: 76.0 (#50)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| LMArena Instruction Following | 1431 | 1444 |

## Long Context

- Grok 4.6: 44.5 (#66)
- Step 5 Preview: 44.5 (#64)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| LMArena Longer Query | 1454 | 1455 |

## Writing & Preference

- Grok 4.6: 62.3 (#80)
- Step 5 Preview: 62.8 (#71)

| Benchmark | Grok 4.6 | Step 5 Preview |
|---|---|---|
| LMArena Text | 1428 | 1442 |
| LMArena Creative Writing | 1428 | 1410 |
| LMArena Multi-Turn | 1425 | 1447 |

## FAQ

### Is Grok 4.6 better than Step 5 Preview?

Grok 4.6 is the stronger model overall, scoring 56.9 to 47.9 on the Noometry Index. Step 5 Preview costs 2.1× less per token, which makes it the better buy when Grok 4.6's lead doesn't matter for your workload.

### Which is cheaper, Grok 4.6 or Step 5 Preview?

Step 5 Preview is cheaper. It lists at $1 per million input tokens and $2.70 per million output tokens; Grok 4.6 lists at $2 and $6.

### Is Grok 4.6 or Step 5 Preview better for coding?

Grok 4.6 scores higher on coding benchmarks: 58.5 versus 51.8 in the Noometry coding category.

### Which has the bigger context window?

Step 5 Preview does, with 1.02M tokens against 500K.

### How many benchmarks do Grok 4.6 and Step 5 Preview share?

18 benchmarks have published results for both models. Grok 4.6 has 49 scored results on Noometry and Step 5 Preview has 18.