# Grok 4.6 vs Jamba Large

> Grok 4.6 has enough public results to be ranked (#19); Jamba Large does not yet, so treat this comparison as directional.

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

## Summary

- The widest gap is in reasoning, where Grok 4.6 leads 61.3 to 17.4.
- Grok 4.6 is cheaper at $2 / $6 per million input/output tokens, against $2 / $8 for Jamba Large.
- Grok 4.6 accepts more context: 500K tokens versus 256K.
- Jamba Large has downloadable open weights; the other is API-only.

## Snapshot

| | Grok 4.6 | Jamba Large |
|---|---|---|
| Provider | xAI | AI21 Labs |
| Noometry Index | 56.8 | 32.6 |
| Rank | 19 | — |
| Context | 500K | 256K |
| Input $/M | $2 | $2 |
| Output $/M | $6 | $8 |
| Weights | Proprietary | Open |

## Coding

- Grok 4.6: 58.0 (#14)
- Jamba Large: —

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| DeepSWE | 67.5% | — |
| FrontierCode | 48% | — |
| CursorBench | 41.4% | — |
| LMArena WebDev | 1620 | — |
| FrontierSWE | 25.3% | — |
| SciCode | 56.5% | — |
| WeirdML | 67.3% | — |
| LMArena Coding | 1464 | — |
| ALE-Bench | 1,508 | — |

## Agentic & Tool Use

- Grok 4.6: 39.4 (#25)
- Jamba Large: —

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

## Reasoning

- Grok 4.6: 61.3 (#18)
- Jamba Large: 17.4

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| ARC-AGI-2 | 67.1% | — |
| SimpleBench | 75.9% | — |
| Kagi LLM Benchmark | — | 26.1% |
| NYT Connections (extended) | 80% | — |
| ARC-AGI-1 | 87.5% | — |
| CritPt | 19.7% | — |
| Chess Puzzles | 40% | — |
| EBR-Bench | 30.5% | — |
| LMArena Hard Prompts | 1445 | — |
| Mystery Game Puzzles | 34% | — |
| DTBench | 97.3% | — |
| LMCA | 48.5% | — |
| Epoch Capabilities Index | 156.48 | — |

## Math

- Grok 4.6: 66.8 (#19)
- Jamba Large: —

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| FrontierMath (Tiers 1-3) | 66% | — |
| FrontierMath Tier 4 | 31.7% | — |
| OTIS Mock AIME 2024-2025 | 99.2% | — |
| ProofBench | 51% | — |
| LMArena Math | 1416 | — |

## Knowledge

- Grok 4.6: 63.3 (#18)
- Jamba Large: 37.0

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| GPQA Diamond | 94% | — |
| SimpleQA Verified | 49.3% | — |
| Vectara Hallucination Rate | — | 9.7% |
| LMArena Expert | 1463 | — |

## Multimodal

- Grok 4.6: 43.9 (#18)
- Jamba Large: —

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| LMArena Vision | 1265 | — |
| Blueprint-Bench 2 | 33.2% | — |
| Furniture Assembly | 40% | — |
| LMArena Document | 1452 | — |

## Multilingual

- Grok 4.6: 53.3 (#67)
- Jamba Large: —

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| LMArena Non-English | 1422 | — |
| LMArena Chinese | 1479 | — |
| LMArena French | 1458 | — |
| LMArena German | 1425 | — |
| LMArena Japanese | 1383 | — |
| LMArena Korean | 1395 | — |
| LMArena Russian | 1427 | — |
| LMArena Spanish | 1408 | — |

## Instruction Following

- Grok 4.6: 75.6 (#59)
- Jamba Large: —

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| LMArena Instruction Following | 1431 | — |

## Long Context

- Grok 4.6: 44.4 (#62)
- Jamba Large: —

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| LMArena Longer Query | 1453 | — |

## Writing & Preference

- Grok 4.6: 62.5 (#77)
- Jamba Large: —

| Benchmark | Grok 4.6 | Jamba Large |
|---|---|---|
| LMArena Text | 1427 | — |
| LMArena Creative Writing | 1430 | — |
| LMArena Multi-Turn | 1422 | — |

## FAQ

### Is Grok 4.6 better than Jamba Large?

Grok 4.6 has enough public results to be ranked (#19); Jamba Large does not yet, so treat this comparison as directional.

### Which is cheaper, Grok 4.6 or Jamba Large?

Grok 4.6 is cheaper. It lists at $2 per million input tokens and $6 per million output tokens; Jamba Large lists at $2 and $8.

### Which has the bigger context window?

Grok 4.6 does, with 500K tokens against 256K.

### How many benchmarks do Grok 4.6 and Jamba Large share?

0 benchmarks have published results for both models. Grok 4.6 has 49 scored results on Noometry and Jamba Large has 2.