# Grok 4.3 vs Molmo 2 8b

> Grok 4.3 is the stronger model overall, scoring 43.8 to 39.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/grok-4-3-vs-molmo-2-8b
- Last updated: 2026-10-10
- Shared benchmarks: 5

## Summary

- They share 5 benchmarks with published results for both. Grok 4.3 scores higher in 5 categories and Molmo 2 8b in 0 categories; 5 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Grok 4.3 leads 35.9 to 25.6.
- Molmo 2 8b has downloadable open weights; the other is API-only.

## Snapshot

| | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| Provider | xAI | Allen Institute for AI (Ai2) |
| Noometry Index | 43.8 | 39.1 |
| Rank | 86 | 174 |
| Context | 1M | — |
| Input $/M | $1.25 | — |
| Output $/M | $2.50 | — |
| Weights | Proprietary | Open |

## Coding

- Grok 4.3: 41.6 (#121)
- Molmo 2 8b: —

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| LMArena WebDev | 1357 | — |
| SciCode | 47.3% | — |
| WeirdML | 49.9% | — |
| LMArena Coding | 1415 | — |
| ALE-Bench | 944.17 | — |

## Agentic & Tool Use

- Grok 4.3: 27.7 (#99)
- Molmo 2 8b: —

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| GDP.pdf | 8% | — |
| LMArena Search | 1165 | — |
| Vending-Bench 2 | 35.26 | — |

## Reasoning

- Grok 4.3: 35.9 (#68)
- Molmo 2 8b: 25.6 (#146)

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| LMArena Hard Prompts | 1396 | 1287 |
| NYT Connections (extended) | 55.2% | — |
| CritPt | 8% | — |
| Chess Puzzles | 25% | — |
| DTBench | 90.7% | — |
| LMCA | 38.3% | — |
| Epoch Capabilities Index | 149.16 | — |
| ForecastBench | 60.3 | — |

## Math

- Grok 4.3: 46.0 (#74)
- Molmo 2 8b: —

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| FrontierMath (Tiers 1-3) | 42.8% | — |
| FrontierMath Tier 4 | 14.6% | — |
| OTIS Mock AIME 2024-2025 | 93.3% | — |
| ProofBench | 11% | — |
| LMArena Math | 1388 | — |

## Knowledge

- Grok 4.3: 52.5 (#62)
- Molmo 2 8b: —

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| GPQA Diamond | 88.8% | — |
| SimpleQA Verified | 33.2% | — |
| LMArena Expert | 1385 | — |

## Multimodal

- Grok 4.3: 31.6 (#104)
- Molmo 2 8b: 30.2 (#112)

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| LMArena Vision | 1229 | 1081 |
| Blueprint-Bench 2 | 0% | — |

## Multilingual

- Grok 4.3: 50.5 (#120)
- Molmo 2 8b: 42.7 (#190)

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| LMArena Non-English | 1385 | 1276 |
| LMArena Chinese | 1422 | — |
| LMArena French | 1412 | — |
| LMArena German | 1395 | — |
| LMArena Japanese | 1379 | — |
| LMArena Korean | 1356 | — |
| LMArena Russian | 1399 | — |
| LMArena Spanish | 1398 | — |

## Instruction Following

- Grok 4.3: 72.1 (#140)
- Molmo 2 8b: 67.0 (#201)

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| LMArena Instruction Following | 1366 | 1270 |

## Long Context

- Grok 4.3: 42.5 (#123)
- Molmo 2 8b: —

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| LMArena Longer Query | 1393 | — |

## Writing & Preference

- Grok 4.3: 58.5 (#118)
- Molmo 2 8b: 49.4 (#191)

| Benchmark | Grok 4.3 | Molmo 2 8b |
|---|---|---|
| LMArena Text | 1397 | 1288 |
| LMArena Creative Writing | 1380 | — |
| EQ-Bench 4 | 1075 | — |
| LMArena Multi-Turn | 1406 | — |

## FAQ

### Is Grok 4.3 better than Molmo 2 8b?

Grok 4.3 is the stronger model overall, scoring 43.8 to 39.1 on the Noometry Index.

### How many benchmarks do Grok 4.3 and Molmo 2 8b share?

5 benchmarks have published results for both models. Grok 4.3 has 40 scored results on Noometry and Molmo 2 8b has 5.