# Dolly 2.0-12b vs Gemini 2.5 Flash-Lite

> Gemini 2.5 Flash-Lite is the stronger model overall, scoring 36.4 to 24.9 on the Noometry Index.

- Canonical page: https://noometry.com/compare/dolly-2-0-12b-vs-gemini-2-5-flash-lite
- Last updated: 2026-10-10
- Shared benchmarks: 10

## Summary

- They share 10 benchmarks with published results for both. Dolly 2.0-12b scores higher in 0 categories and Gemini 2.5 Flash-Lite in 6 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Gemini 2.5 Flash-Lite leads 57.0 to 15.3.
- Dolly 2.0-12b has downloadable open weights; the other is API-only.

## Snapshot

| | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| Provider | Databricks | Google |
| Noometry Index | 24.9 | 36.4 |
| Rank | 339 | 208 |
| Context | — | 1.05M |
| Input $/M | — | $0.10 |
| Output $/M | — | $0.40 |
| Weights | Open | Proprietary |

## Coding

- Dolly 2.0-12b: 23.0 (#327)
- Gemini 2.5 Flash-Lite: 38.0 (#167)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| LMArena Coding | 776 | 1373 |
| WeirdML | — | 35.2% |
| ALE-Bench | — | 325.9 |

## Agentic & Tool Use

- Dolly 2.0-12b: —
- Gemini 2.5 Flash-Lite: 27.8 (#89)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| Berkeley Function Calling Leaderboard | — | 36.9% |

## Reasoning

- Dolly 2.0-12b: 14.6 (#315)
- Gemini 2.5 Flash-Lite: 21.5 (#196)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| LMArena Hard Prompts | 804 | 1377 |
| Epoch Capabilities Index | 88.94 | 133.93 |
| Kagi LLM Benchmark | — | 40.5% |
| DTBench | — | 62.8% |
| LMCA | — | 18.1% |
| HellaSwag | 70.8% | — |
| PIQA | 75.4% | — |
| WinoGrande | 61.8% | — |

## Math

- Dolly 2.0-12b: 25.0 (#250)
- Gemini 2.5 Flash-Lite: 35.5 (#144)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| LMArena Math | 871 | 1373 |
| Omni-MATH | — | 48% |

## Knowledge

- Dolly 2.0-12b: —
- Gemini 2.5 Flash-Lite: 32.1 (#206)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| MMLU-Pro | — | 53.7% |
| Vectara Hallucination Rate | — | 3.3% |
| GPQA (HELM) | — | 30.9% |
| LMArena Expert | — | 1373 |
| ARC (AI2) Challenge | 39.6% | — |
| BoolQ | 56.3% | — |
| MMLU | 26.2% | — |
| OpenBookQA | 39.2% | — |

## Multimodal

- Dolly 2.0-12b: —
- Gemini 2.5 Flash-Lite: 28.6 (#109)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| LMArena Vision | — | 1198 |
| VPCT | — | 30% |

## Multilingual

- Dolly 2.0-12b: 17.4 (#291)
- Gemini 2.5 Flash-Lite: 49.5 (#129)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| LMArena Non-English | 836 | 1369 |
| LMArena Chinese | 836 | 1404 |
| LMArena French | — | 1388 |
| LMArena German | — | 1390 |
| LMArena Japanese | — | 1359 |
| LMArena Korean | — | 1358 |
| LMArena Russian | — | 1373 |
| LMArena Spanish | — | 1396 |

## Instruction Following

- Dolly 2.0-12b: 38.9 (#299)
- Gemini 2.5 Flash-Lite: 70.2 (#163)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| LMArena Instruction Following | 814 | 1366 |
| IFEval | — | 81% |

## Long Context

- Dolly 2.0-12b: —
- Gemini 2.5 Flash-Lite: 33.3 (#257)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| Fiction.LiveBench | — | 47.2% |
| LMArena Longer Query | — | 1373 |

## Writing & Preference

- Dolly 2.0-12b: 15.3 (#306)
- Gemini 2.5 Flash-Lite: 57.0 (#130)

| Benchmark | Dolly 2.0-12b | Gemini 2.5 Flash-Lite |
|---|---|---|
| LMArena Text | 851 | 1379 |
| LMArena Creative Writing | 864 | 1366 |
| LMArena Multi-Turn | 740 | 1367 |
| WildBench | — | 81.8% |

## FAQ

### Is Dolly 2.0-12b better than Gemini 2.5 Flash-Lite?

Gemini 2.5 Flash-Lite is the stronger model overall, scoring 36.4 to 24.9 on the Noometry Index.

### Is Dolly 2.0-12b or Gemini 2.5 Flash-Lite better for coding?

Gemini 2.5 Flash-Lite scores higher on coding benchmarks: 38.0 versus 23.0 in the Noometry coding category.

### How many benchmarks do Dolly 2.0-12b and Gemini 2.5 Flash-Lite share?

10 benchmarks have published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Gemini 2.5 Flash-Lite has 33.