# Gemini 2.0 Flash-Lite vs Inkling-Small

> Inkling-Small is the stronger model overall, scoring 46.5 to 37.8 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-2-0-flash-lite-vs-inkling-small
- Last updated: 2026-10-11
- Shared benchmarks: 18

## Summary

- They share 18 benchmarks with published results for both. Gemini 2.0 Flash-Lite scores higher in 0 categories and Inkling-Small in 9 categories; 9 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Inkling-Small leads 38.6 to 22.0.
- Inkling-Small has downloadable open weights; the other is API-only.

## Snapshot

| | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| Provider | Google | Thinking Machines Lab |
| Noometry Index | 37.8 | 46.5 |
| Rank | 194 | 63 |
| Context | — | 524K |
| Input $/M | — | $0.45 |
| Output $/M | — | $1.20 |
| Weights | Proprietary | Open |

## Coding

- Gemini 2.0 Flash-Lite: 37.9 (#185)
- Inkling-Small: 43.6 (#85)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Coding | 1322 | 1451 |
| LMArena WebDev | — | 1409 |
| SciCode | — | 48.7% |
| LiveBench Coding | 47.1% | — |

## Reasoning

- Gemini 2.0 Flash-Lite: 22.0 (#210)
- Inkling-Small: 38.6 (#63)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Hard Prompts | 1324 | 1423 |
| ARC-AGI-2 | — | 40.1% |
| ARC-AGI-1 | — | 84% |
| CritPt | — | 8.3% |
| Chess Puzzles | — | 18% |
| LiveBench Reasoning | 50.1% | — |
| Mystery Game Puzzles | — | 6% |
| DTBench | 52.5% | — |
| LiveBench Data Analysis | 65.5% | — |
| Epoch Capabilities Index | — | 150.15 |
| ForecastBench | 57.1 | — |
| LiveBench | 54.3% | — |

## Math

- Gemini 2.0 Flash-Lite: 34.1 (#196)
- Inkling-Small: 45.1 (#77)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Math | 1309 | 1459 |
| FrontierMath (Tiers 1-3) | — | 46.3% |
| FrontierMath Tier 4 | — | 17.1% |
| OTIS Mock AIME 2024-2025 | — | 90% |
| ProofBench | — | 6% |
| Omni-MATH | 37.4% | — |
| LiveBench Math | 58.1% | — |

## Knowledge

- Gemini 2.0 Flash-Lite: 35.0 (#189)
- Inkling-Small: 48.2 (#77)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Expert | 1305 | 1442 |
| GPQA Diamond | — | 88.5% |
| SimpleQA Verified | — | 19.1% |
| MMLU-Pro | 72% | — |
| GPQA (HELM) | 50% | — |

## Multimodal

- Gemini 2.0 Flash-Lite: 31.2 (#109)
- Inkling-Small: 39.1 (#62)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Vision | 1100 | 1235 |

## Multilingual

- Gemini 2.0 Flash-Lite: 46.0 (#161)
- Inkling-Small: 51.7 (#104)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Non-English | 1323 | 1402 |
| LMArena Chinese | 1339 | 1465 |
| LMArena French | 1347 | 1436 |
| LMArena German | 1306 | 1405 |
| LMArena Japanese | 1301 | 1405 |
| LMArena Korean | 1325 | 1363 |
| LMArena Russian | 1328 | 1391 |
| LMArena Spanish | 1313 | 1428 |

## Instruction Following

- Gemini 2.0 Flash-Lite: 70.4 (#163)
- Inkling-Small: 73.8 (#114)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Instruction Following | 1305 | 1399 |
| LiveBench Instruction Following | 78.3% | — |
| IFEval | 82.4% | — |

## Long Context

- Gemini 2.0 Flash-Lite: 40.1 (#160)
- Inkling-Small: 42.7 (#118)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Longer Query | 1320 | 1401 |

## Writing & Preference

- Gemini 2.0 Flash-Lite: 51.7 (#177)
- Inkling-Small: 59.6 (#107)

| Benchmark | Gemini 2.0 Flash-Lite | Inkling-Small |
|---|---|---|
| LMArena Text | 1330 | 1414 |
| LMArena Creative Writing | 1319 | 1331 |
| LMArena Multi-Turn | 1307 | 1418 |
| EQ-Bench Creative Writing | — | 1491 |
| WildBench | 79% | — |
| LiveBench Language | 34.3% | — |

## FAQ

### Is Gemini 2.0 Flash-Lite better than Inkling-Small?

Inkling-Small is the stronger model overall, scoring 46.5 to 37.8 on the Noometry Index.

### Is Gemini 2.0 Flash-Lite or Inkling-Small better for coding?

Inkling-Small scores higher on coding benchmarks: 43.6 versus 37.9 in the Noometry coding category.

### How many benchmarks do Gemini 2.0 Flash-Lite and Inkling-Small share?

18 benchmarks have published results for both models. Gemini 2.0 Flash-Lite has 32 scored results on Noometry and Inkling-Small has 33.