# Dolly 2.0-12b vs Kimi K2.7 Code

> Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 25.5 on the Noometry Index.

- Canonical page: https://noometry.com/compare/dolly-2-0-12b-vs-kimi-k2-7-code
- Last updated: 2026-10-11
- Shared benchmarks: 1

## Summary

- They share 1 benchmark with published results for both. Dolly 2.0-12b scores higher in 0 categories and Kimi K2.7 Code in 3 categories; 3 gaps are clear of the uncertainty.
- The widest gap is in math, where Kimi K2.7 Code leads 52.9 to 27.3.

## Snapshot

| | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| Provider | Databricks | Moonshot AI |
| Noometry Index | 25.5 | 43.3 |
| Rank | 342 | 94 |
| Context | — | 262K |
| Input $/M | — | $0.95 |
| Output $/M | — | $4 |
| Weights | Open | Open |

## Coding

- Dolly 2.0-12b: 23.4 (#332)
- Kimi K2.7 Code: 42.9 (#95)

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| DeepSWE | — | 30.5% |
| FrontierCode | — | 30.1% |
| LMArena WebDev | — | 1473 |
| SciCode | — | 47.5% |
| WeirdML | — | 54.1% |
| LMArena Coding | 776 | — |
| ALE-Bench | — | 886.23 |

## Agentic & Tool Use

- Dolly 2.0-12b: —
- Kimi K2.7 Code: 24.0 (#122)

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| APEX-Agents | — | 37.6% |
| GBAEval | — | 0.9% |
| Vending-Bench 2 | — | 5,083 |

## Reasoning

- Dolly 2.0-12b: 15.3 (#316)
- Kimi K2.7 Code: 39.0 (#61)

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| Epoch Capabilities Index | 89.67 | 149.97 |
| SimpleBench | — | 57.9% |
| CritPt | — | 10% |
| Chess Puzzles | — | 21% |
| LMArena Hard Prompts | 804 | — |
| Surface Evolver Bench | — | 48.8% |
| HellaSwag | 70.8% | — |
| PIQA | 75.4% | — |
| WinoGrande | 61.8% | — |

## Math

- Dolly 2.0-12b: 27.3 (#251)
- Kimi K2.7 Code: 52.9 (#48)

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 54% |
| FrontierMath Tier 4 | — | 12.2% |
| OTIS Mock AIME 2024-2025 | — | 95.6% |
| LMArena Math | 871 | — |

## Knowledge

- Dolly 2.0-12b: —
- Kimi K2.7 Code: 53.5 (#57)

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| GPQA Diamond | — | 87.9% |
| SimpleQA Verified | — | 36.5% |
| ARC (AI2) Challenge | 39.6% | — |
| BoolQ | 56.3% | — |
| MMLU | 26.2% | — |
| OpenBookQA | 39.2% | — |

## Multilingual

- Dolly 2.0-12b: 17.4 (#296)
- Kimi K2.7 Code: —

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| LMArena Non-English | 836 | — |
| LMArena Chinese | 836 | — |

## Instruction Following

- Dolly 2.0-12b: 38.7 (#304)
- Kimi K2.7 Code: —

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| LMArena Instruction Following | 814 | — |

## Writing & Preference

- Dolly 2.0-12b: 15.2 (#311)
- Kimi K2.7 Code: —

| Benchmark | Dolly 2.0-12b | Kimi K2.7 Code |
|---|---|---|
| LMArena Text | 851 | — |
| LMArena Creative Writing | 864 | — |
| LMArena Multi-Turn | 740 | — |

## FAQ

### Is Dolly 2.0-12b better than Kimi K2.7 Code?

Kimi K2.7 Code is the stronger model overall, scoring 43.3 to 25.5 on the Noometry Index.

### Is Dolly 2.0-12b or Kimi K2.7 Code better for coding?

Kimi K2.7 Code scores higher on coding benchmarks: 42.9 versus 23.4 in the Noometry coding category.

### How many benchmarks do Dolly 2.0-12b and Kimi K2.7 Code share?

1 benchmark has published results for both models. Dolly 2.0-12b has 17 scored results on Noometry and Kimi K2.7 Code has 19.