# Inkling vs MiMo-V2.6-Pro

> MiMo-V2.6-Pro is the stronger model overall, scoring 46.7 to 44.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/inkling-vs-mimo-v2-6-pro
- Last updated: 2026-10-10
- Shared benchmarks: 13

## Summary

- They share 13 benchmarks with published results for both. Inkling scores higher in 2 categories and MiMo-V2.6-Pro in 6 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in coding, where MiMo-V2.6-Pro leads 53.2 to 34.1.
- MiMo-V2.6-Pro is cheaper at $0.43 / $0.87 per million input/output tokens, against $1.87 / $4.68 for Inkling.
- MiMo-V2.6-Pro accepts more context: 1.05M tokens versus 66K.

## Snapshot

| | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| Provider | Thinking Machines Lab | Xiaomi |
| Noometry Index | 44.1 | 46.7 |
| Rank | 75 | 55 |
| Context | 66K | 1.05M |
| Input $/M | $1.87 | $0.43 |
| Output $/M | $4.68 | $0.87 |
| Weights | Open | Open |

## Coding

- Inkling: 34.1 (#229)
- MiMo-V2.6-Pro: 53.2 (#27)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena WebDev | 1412 | 1618 |
| LMArena Coding | 1463 | 1538 |
| FrontierCode | 14% | — |
| FrontierSWE | 4.1% | — |
| SciCode | 47% | — |
| WeirdML | 32.3% | — |
| ALE-Bench | 946 | — |

## Agentic & Tool Use

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

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

## Reasoning

- Inkling: 40.6 (#48)
- MiMo-V2.6-Pro: 30.4 (#76)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Hard Prompts | 1452 | 1511 |
| 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-Pro: 37.9 (#91)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Math | 1482 | 1497 |
| 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-Pro: 43.0 (#85)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Expert | 1468 | 1548 |
| GPQA Diamond | 88.3% | — |
| SimpleQA Verified | 40.3% | — |

## Multimodal

- Inkling: —
- MiMo-V2.6-Pro: 40.2 (#40)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Vision | — | 1265 |

## Multilingual

- Inkling: 54.2 (#49)
- MiMo-V2.6-Pro: 57.0 (#15)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Non-English | 1434 | 1474 |
| LMArena Chinese | 1495 | 1532 |
| LMArena Russian | 1430 | 1481 |
| LMArena French | 1453 | — |
| LMArena German | 1456 | — |
| LMArena Japanese | 1428 | — |
| LMArena Korean | 1401 | — |
| LMArena Spanish | 1442 | — |

## Instruction Following

- Inkling: 75.3 (#65)
- MiMo-V2.6-Pro: 78.2 (#10)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Instruction Following | 1427 | 1490 |

## Long Context

- Inkling: 43.9 (#79)
- MiMo-V2.6-Pro: 46.0 (#26)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Longer Query | 1436 | 1500 |

## Writing & Preference

- Inkling: 65.5 (#48)
- MiMo-V2.6-Pro: 66.9 (#32)

| Benchmark | Inkling | MiMo-V2.6-Pro |
|---|---|---|
| LMArena Text | 1443 | 1491 |
| LMArena Creative Writing | 1390 | 1465 |
| LMArena Multi-Turn | 1436 | 1463 |
| EQ-Bench Creative Writing | 1611 | — |
| EQ-Bench 4 | 1226 | — |

## FAQ

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

MiMo-V2.6-Pro is the stronger model overall, scoring 46.7 to 44.1 on the Noometry Index.

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

MiMo-V2.6-Pro is cheaper. It lists at $0.43 per million input tokens and $0.87 per million output tokens; Inkling lists at $1.87 and $4.68.

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

MiMo-V2.6-Pro scores higher on coding benchmarks: 53.2 versus 34.1 in the Noometry coding category.

### Which has the bigger context window?

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

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

13 benchmarks have published results for both models. Inkling has 41 scored results on Noometry and MiMo-V2.6-Pro has 14.