# Inkling-Small vs Kimi K2 Thinking Turbo

> Inkling-Small and Kimi K2 Thinking Turbo score almost the same on the Noometry Index (46.5 vs 45.8), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/inkling-small-vs-kimi-k2-thinking-turbo
- Last updated: 2026-10-10
- Shared benchmarks: 21

## Summary

- They share 21 benchmarks with published results for both. Inkling-Small scores higher in 3 categories and Kimi K2 Thinking Turbo in 5 categories; 4 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Inkling-Small leads 38.6 to 32.5.
- The biggest single-benchmark swing is OTIS Mock AIME 2024-2025: 90% for Inkling-Small and 83.1% for Kimi K2 Thinking Turbo.

## Snapshot

| | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| Provider | Thinking Machines Lab | Moonshot AI |
| Noometry Index | 46.5 | 45.8 |
| Rank | 63 | 70 |
| Context | 524K | — |
| Input $/M | $0.45 | — |
| Output $/M | $1.20 | — |
| Weights | Open | Open |

## Coding

- Inkling-Small: 43.6 (#85)
- Kimi K2 Thinking Turbo: 38.4 (#178)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena WebDev | 1409 | 1322 |
| LMArena Coding | 1451 | 1454 |
| SciCode | 48.7% | — |

## Reasoning

- Inkling-Small: 38.6 (#63)
- Kimi K2 Thinking Turbo: 32.5 (#75)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| Chess Puzzles | 18% | 20% |
| LMArena Hard Prompts | 1423 | 1428 |
| ARC-AGI-2 | 40.1% | — |
| ARC-AGI-1 | 84% | — |
| CritPt | 8.3% | — |
| Mystery Game Puzzles | 6% | — |
| Epoch Capabilities Index | 150.15 | — |

## Math

- Inkling-Small: 45.1 (#77)
- Kimi K2 Thinking Turbo: 47.4 (#68)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| OTIS Mock AIME 2024-2025 | 90% | 83.1% |
| LMArena Math | 1459 | 1429 |
| FrontierMath (Tiers 1-3) | 46.3% | — |
| FrontierMath Tier 4 | 17.1% | — |
| ProofBench | 6% | — |

## Knowledge

- Inkling-Small: 48.2 (#77)
- Kimi K2 Thinking Turbo: 50.9 (#69)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| GPQA Diamond | 88.5% | 84.2% |
| LMArena Expert | 1442 | 1439 |
| SimpleQA Verified | 19.1% | — |

## Multimodal

- Inkling-Small: 39.1 (#62)
- Kimi K2 Thinking Turbo: —

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Vision | 1235 | — |

## Multilingual

- Inkling-Small: 51.7 (#104)
- Kimi K2 Thinking Turbo: 51.4 (#109)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Non-English | 1402 | 1398 |
| LMArena Chinese | 1465 | 1456 |
| LMArena French | 1436 | 1425 |
| LMArena German | 1405 | 1390 |
| LMArena Japanese | 1405 | 1357 |
| LMArena Korean | 1363 | 1330 |
| LMArena Russian | 1391 | 1391 |
| LMArena Spanish | 1428 | 1406 |

## Instruction Following

- Inkling-Small: 73.8 (#114)
- Kimi K2 Thinking Turbo: 74.0 (#109)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Instruction Following | 1399 | 1403 |

## Long Context

- Inkling-Small: 42.7 (#118)
- Kimi K2 Thinking Turbo: 43.2 (#102)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Longer Query | 1401 | 1415 |

## Writing & Preference

- Inkling-Small: 59.6 (#107)
- Kimi K2 Thinking Turbo: 60.0 (#104)

| Benchmark | Inkling-Small | Kimi K2 Thinking Turbo |
|---|---|---|
| LMArena Text | 1414 | 1415 |
| LMArena Creative Writing | 1331 | 1374 |
| LMArena Multi-Turn | 1418 | 1414 |
| EQ-Bench Creative Writing | 1491 | — |

## FAQ

### Is Inkling-Small better than Kimi K2 Thinking Turbo?

Inkling-Small and Kimi K2 Thinking Turbo score almost the same on the Noometry Index (46.5 vs 45.8), so choose on price, context window or the category you care about most.

### Is Inkling-Small or Kimi K2 Thinking Turbo better for coding?

Inkling-Small scores higher on coding benchmarks: 43.6 versus 38.4 in the Noometry coding category.

### How many benchmarks do Inkling-Small and Kimi K2 Thinking Turbo share?

21 benchmarks have published results for both models. Inkling-Small has 33 scored results on Noometry and Kimi K2 Thinking Turbo has 21.