# Inkling vs MiMo-V2.6-Flash

> Inkling and MiMo-V2.6-Flash score almost the same on the Noometry Index (44.1 vs 44.4), so choose on price, context window or the category you care about most.

- Canonical page: https://noometry.com/compare/inkling-vs-mimo-v2-6-flash
- Last updated: 2026-10-10
- Shared benchmarks: 12

## Summary

- They share 12 benchmarks with published results for both. Inkling scores higher in 3 categories and MiMo-V2.6-Flash in 5 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Inkling leads 55.2 to 42.0.
- MiMo-V2.6-Flash is cheaper at $0.14 / $0.28 per million input/output tokens, against $1.87 / $4.68 for Inkling.
- MiMo-V2.6-Flash accepts more context: 1.05M tokens versus 66K.

## Snapshot

| | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| Provider | Thinking Machines Lab | Xiaomi |
| Noometry Index | 44.1 | 44.4 |
| Rank | 75 | 74 |
| Context | 66K | 1.05M |
| Input $/M | $1.87 | $0.14 |
| Output $/M | $4.68 | $0.28 |
| Weights | Open | Open |

## Coding

- Inkling: 34.1 (#229)
- MiMo-V2.6-Flash: 44.3 (#68)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Coding | 1463 | 1516 |
| FrontierCode | 14% | — |
| LMArena WebDev | 1412 | — |
| FrontierSWE | 4.1% | — |
| SciCode | 47% | — |
| WeirdML | 32.3% | — |
| ALE-Bench | 946 | — |

## Agentic & Tool Use

- Inkling: 29.5 (#76)
- MiMo-V2.6-Flash: —

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| APEX-Agents | 33.8% | — |
| τ²-bench Banking | 25% | — |

## Reasoning

- Inkling: 40.6 (#48)
- MiMo-V2.6-Flash: 29.6 (#82)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Hard Prompts | 1452 | 1481 |
| 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 | 148.6 | — |

## Math

- Inkling: 31.2 (#198)
- MiMo-V2.6-Flash: 37.4 (#97)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Math | 1482 | 1477 |
| FrontierMath (Tiers 1-3) | 33.3% | — |
| FrontierMath Tier 4 | 4.9% | — |
| OTIS Mock AIME 2024-2025 | 88.9% | — |
| ProofBench | 0% | — |

## Knowledge

- Inkling: 55.2 (#44)
- MiMo-V2.6-Flash: 42.0 (#91)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Expert | 1468 | 1516 |
| GPQA Diamond | 88.3% | — |
| SimpleQA Verified | 40.3% | — |

## Multimodal

- Inkling: —
- MiMo-V2.6-Flash: 40.2 (#39)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Vision | — | 1266 |

## Multilingual

- Inkling: 54.2 (#49)
- MiMo-V2.6-Flash: 54.6 (#41)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Non-English | 1434 | 1439 |
| LMArena Chinese | 1495 | 1501 |
| LMArena Russian | 1430 | 1424 |
| LMArena French | 1453 | — |
| LMArena German | 1456 | — |
| LMArena Japanese | 1428 | — |
| LMArena Korean | 1401 | — |
| LMArena Spanish | 1442 | — |

## Instruction Following

- Inkling: 75.3 (#65)
- MiMo-V2.6-Flash: 77.0 (#33)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Instruction Following | 1427 | 1463 |

## Long Context

- Inkling: 43.9 (#79)
- MiMo-V2.6-Flash: 44.8 (#52)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Longer Query | 1436 | 1465 |

## Writing & Preference

- Inkling: 65.5 (#48)
- MiMo-V2.6-Flash: 63.9 (#61)

| Benchmark | Inkling | MiMo-V2.6-Flash |
|---|---|---|
| LMArena Text | 1443 | 1459 |
| LMArena Creative Writing | 1390 | 1408 |
| LMArena Multi-Turn | 1436 | 1460 |
| EQ-Bench Creative Writing | 1611 | — |
| EQ-Bench 4 | 1226 | — |

## FAQ

### Is Inkling better than MiMo-V2.6-Flash?

Inkling and MiMo-V2.6-Flash score almost the same on the Noometry Index (44.1 vs 44.4), so choose on price, context window or the category you care about most.

### Which is cheaper, Inkling or MiMo-V2.6-Flash?

MiMo-V2.6-Flash is cheaper. It lists at $0.14 per million input tokens and $0.28 per million output tokens; Inkling lists at $1.87 and $4.68.

### Is Inkling or MiMo-V2.6-Flash better for coding?

MiMo-V2.6-Flash scores higher on coding benchmarks: 44.3 versus 34.1 in the Noometry coding category.

### Which has the bigger context window?

MiMo-V2.6-Flash does, with 1.05M tokens against 66K.

### How many benchmarks do Inkling and MiMo-V2.6-Flash share?

12 benchmarks have published results for both models. Inkling has 41 scored results on Noometry and MiMo-V2.6-Flash has 13.