# Hunyuan Large Vision vs Inkling

> Inkling is the stronger model overall, scoring 44.1 to 37.6 on the Noometry Index.

- Canonical page: https://noometry.com/compare/hunyuan-large-vision-vs-inkling
- Last updated: 2026-10-10
- Shared benchmarks: 12

## Summary

- They share 12 benchmarks with published results for both. Hunyuan Large Vision scores higher in 2 categories and Inkling in 6 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Inkling leads 55.1 to 34.4.
- Inkling has downloadable open weights; the other is API-only.

## Snapshot

| | Hunyuan Large Vision | Inkling |
|---|---|---|
| Provider | Tencent | Thinking Machines Lab |
| Noometry Index | 37.6 | 44.1 |
| Rank | 202 | 80 |
| Context | — | 66K |
| Input $/M | — | $1.87 |
| Output $/M | — | $4.68 |
| Weights | Proprietary | Open |

## Coding

- Hunyuan Large Vision: 38.3 (#180)
- Inkling: 34.5 (#234)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Coding | 1308 | 1464 |
| FrontierCode | — | 14% |
| LMArena WebDev | — | 1413 |
| FrontierSWE | — | 4.1% |
| SciCode | — | 47% |
| WeirdML | — | 32.3% |
| ALE-Bench | — | 946 |

## Agentic & Tool Use

- Hunyuan Large Vision: —
- Inkling: 29.6 (#85)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| APEX-Agents | — | 33.8% |
| τ²-bench Banking | — | 25% |

## Reasoning

- Hunyuan Large Vision: 24.8 (#158)
- Inkling: 40.4 (#56)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Hard Prompts | 1257 | 1451 |
| ARC-AGI-2 | — | 36.5% |
| SimpleBench | — | 50% |
| ARC-AGI-1 | — | 79.5% |
| CritPt | — | 5.4% |
| Chess Puzzles | — | 21% |
| DTBench | — | 87.5% |
| LMCA | — | 37.6% |
| Epoch Capabilities Index | — | 148.54 |

## Math

- Hunyuan Large Vision: 35.5 (#183)
- Inkling: 31.3 (#225)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Math | 1268 | 1479 |
| FrontierMath (Tiers 1-3) | — | 33.3% |
| FrontierMath Tier 4 | — | 4.9% |
| OTIS Mock AIME 2024-2025 | — | 88.9% |
| ProofBench | — | 0% |

## Knowledge

- Hunyuan Large Vision: 34.4 (#196)
- Inkling: 55.1 (#49)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Expert | 1252 | 1465 |
| GPQA Diamond | — | 88.3% |
| SimpleQA Verified | — | 40.3% |

## Multimodal

- Hunyuan Large Vision: 35.7 (#83)
- Inkling: —

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Vision | 1180 | — |

## Multilingual

- Hunyuan Large Vision: 39.9 (#221)
- Inkling: 54.0 (#52)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Non-English | 1236 | 1434 |
| LMArena Chinese | 1287 | 1490 |
| LMArena Russian | 1243 | 1429 |
| LMArena French | — | 1458 |
| LMArena German | — | 1446 |
| LMArena Japanese | — | 1429 |
| LMArena Korean | — | 1404 |
| LMArena Spanish | — | 1448 |

## Instruction Following

- Hunyuan Large Vision: 65.8 (#215)
- Inkling: 75.1 (#71)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Instruction Following | 1251 | 1426 |

## Long Context

- Hunyuan Large Vision: 38.9 (#189)
- Inkling: 43.8 (#86)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Longer Query | 1280 | 1434 |

## Writing & Preference

- Hunyuan Large Vision: 46.5 (#218)
- Inkling: 65.2 (#51)

| Benchmark | Hunyuan Large Vision | Inkling |
|---|---|---|
| LMArena Text | 1263 | 1441 |
| LMArena Creative Writing | 1248 | 1387 |
| LMArena Multi-Turn | 1254 | 1436 |
| EQ-Bench Creative Writing | — | 1611 |
| EQ-Bench 4 | — | 1226 |

## FAQ

### Is Hunyuan Large Vision better than Inkling?

Inkling is the stronger model overall, scoring 44.1 to 37.6 on the Noometry Index.

### Is Hunyuan Large Vision or Inkling better for coding?

Hunyuan Large Vision scores higher on coding benchmarks: 38.3 versus 34.5 in the Noometry coding category.

### How many benchmarks do Hunyuan Large Vision and Inkling share?

12 benchmarks have published results for both models. Hunyuan Large Vision has 13 scored results on Noometry and Inkling has 41.