# Gemini Advanced 0514 vs Inkling

> Inkling is the stronger model overall, scoring 44.1 to 37.7 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-advanced-vs-inkling
- Last updated: 2026-10-11
- Shared benchmarks: 17

## Summary

- They share 17 benchmarks with published results for both. Gemini Advanced 0514 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 33.3.
- Inkling has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini Advanced 0514 | Inkling |
|---|---|---|
| Provider | Google | Thinking Machines Lab |
| Noometry Index | 37.7 | 44.1 |
| Rank | 197 | 80 |
| Context | — | 66K |
| Input $/M | — | $1.87 |
| Output $/M | — | $4.68 |
| Weights | Proprietary | Open |

## Coding

- Gemini Advanced 0514: 36.6 (#205)
- Inkling: 34.5 (#234)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Coding | 1255 | 1464 |
| FrontierCode | — | 14% |
| LMArena WebDev | — | 1413 |
| FrontierSWE | — | 4.1% |
| SciCode | — | 47% |
| WeirdML | — | 32.3% |
| ALE-Bench | — | 946 |

## Agentic & Tool Use

- Gemini Advanced 0514: —
- Inkling: 29.6 (#85)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| APEX-Agents | — | 33.8% |
| τ²-bench Banking | — | 25% |

## Reasoning

- Gemini Advanced 0514: 24.6 (#160)
- Inkling: 40.4 (#56)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Hard Prompts | 1248 | 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

- Gemini Advanced 0514: 35.5 (#181)
- Inkling: 31.3 (#225)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Math | 1272 | 1479 |
| FrontierMath (Tiers 1-3) | — | 33.3% |
| FrontierMath Tier 4 | — | 4.9% |
| OTIS Mock AIME 2024-2025 | — | 88.9% |
| ProofBench | — | 0% |

## Knowledge

- Gemini Advanced 0514: 33.3 (#205)
- Inkling: 55.1 (#49)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Expert | 1215 | 1465 |
| GPQA Diamond | — | 88.3% |
| SimpleQA Verified | — | 40.3% |

## Multilingual

- Gemini Advanced 0514: 42.6 (#192)
- Inkling: 54.0 (#52)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Non-English | 1274 | 1434 |
| LMArena Chinese | 1274 | 1490 |
| LMArena French | 1307 | 1458 |
| LMArena German | 1275 | 1446 |
| LMArena Japanese | 1242 | 1429 |
| LMArena Korean | 1232 | 1404 |
| LMArena Russian | 1283 | 1429 |
| LMArena Spanish | 1242 | 1448 |

## Instruction Following

- Gemini Advanced 0514: 66.0 (#212)
- Inkling: 75.1 (#71)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Instruction Following | 1253 | 1426 |

## Long Context

- Gemini Advanced 0514: 38.0 (#207)
- Inkling: 43.8 (#86)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Longer Query | 1253 | 1434 |

## Writing & Preference

- Gemini Advanced 0514: 48.5 (#200)
- Inkling: 65.2 (#51)

| Benchmark | Gemini Advanced 0514 | Inkling |
|---|---|---|
| LMArena Text | 1279 | 1441 |
| LMArena Creative Writing | 1284 | 1387 |
| LMArena Multi-Turn | 1269 | 1436 |
| EQ-Bench Creative Writing | — | 1611 |
| EQ-Bench 4 | — | 1226 |

## FAQ

### Is Gemini Advanced 0514 better than Inkling?

Inkling is the stronger model overall, scoring 44.1 to 37.7 on the Noometry Index.

### Is Gemini Advanced 0514 or Inkling better for coding?

Gemini Advanced 0514 scores higher on coding benchmarks: 36.6 versus 34.5 in the Noometry coding category.

### How many benchmarks do Gemini Advanced 0514 and Inkling share?

17 benchmarks have published results for both models. Gemini Advanced 0514 has 17 scored results on Noometry and Inkling has 41.