# Inkling vs Qwen3.7 Flash

> Inkling is the stronger model overall, scoring 44.1 to 39.5 on the Noometry Index. Qwen3.7 Flash costs 47× less per token, which makes it the better buy when Inkling's lead doesn't matter for your workload.

- Canonical page: https://noometry.com/compare/inkling-vs-qwen3-7-flash
- Last updated: 2026-10-10
- Shared benchmarks: 5

## Summary

- They share 5 benchmarks with published results for both. Inkling scores higher in 2 categories and Qwen3.7 Flash in 1 category; 3 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Inkling leads 40.6 to 27.3.
- The biggest single-benchmark swing is FrontierMath (Tiers 1-3): 33.3% for Inkling and 19.3% for Qwen3.7 Flash.
- Qwen3.7 Flash is cheaper at $0.03 / $0.13 per million input/output tokens, against $1.87 / $4.68 for Inkling.
- Qwen3.7 Flash accepts more context: 1M tokens versus 66K.
- Inkling has downloadable open weights; the other is API-only.

## Snapshot

| | Inkling | Qwen3.7 Flash |
|---|---|---|
| Provider | Thinking Machines Lab | Alibaba (Qwen) |
| Noometry Index | 44.1 | 39.5 |
| Rank | 75 | 152 |
| Context | 66K | 1M |
| Input $/M | $1.87 | $0.03 |
| Output $/M | $4.68 | $0.13 |
| Weights | Open | Proprietary |

## Coding

- Inkling: 34.1 (#229)
- Qwen3.7 Flash: —

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| FrontierCode | 14% | — |
| LMArena WebDev | 1412 | — |
| FrontierSWE | 4.1% | — |
| SciCode | 47% | — |
| WeirdML | 32.3% | — |
| LMArena Coding | 1463 | — |
| ALE-Bench | 946 | — |

## Agentic & Tool Use

- Inkling: 29.5 (#76)
- Qwen3.7 Flash: —

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| APEX-Agents | 33.8% | — |
| τ²-bench Banking | 25% | — |

## Reasoning

- Inkling: 40.6 (#48)
- Qwen3.7 Flash: 27.3 (#108)

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| Chess Puzzles | 21% | 23% |
| Epoch Capabilities Index | 148.6 | 144.62 |
| ARC-AGI-2 | 36.5% | — |
| SimpleBench | 50% | — |
| NYT Connections (extended) | — | 43.8% |
| ARC-AGI-1 | 79.5% | — |
| CritPt | 5.4% | — |
| LMArena Hard Prompts | 1452 | — |
| Mystery Game Puzzles | — | 15% |
| DTBench | 87.5% | — |
| LMCA | 37.6% | — |

## Math

- Inkling: 31.2 (#198)
- Qwen3.7 Flash: 37.3 (#100)

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| FrontierMath (Tiers 1-3) | 33.3% | 19.3% |
| OTIS Mock AIME 2024-2025 | 88.9% | 86.7% |
| FrontierMath Tier 4 | 4.9% | — |
| ProofBench | 0% | — |
| LMArena Math | 1482 | — |

## Knowledge

- Inkling: 55.2 (#44)
- Qwen3.7 Flash: 48.9 (#69)

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| GPQA Diamond | 88.3% | 82.3% |
| SimpleQA Verified | 40.3% | — |
| LMArena Expert | 1468 | — |

## Multilingual

- Inkling: 54.2 (#49)
- Qwen3.7 Flash: —

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| LMArena Non-English | 1434 | — |
| LMArena Chinese | 1495 | — |
| LMArena French | 1453 | — |
| LMArena German | 1456 | — |
| LMArena Japanese | 1428 | — |
| LMArena Korean | 1401 | — |
| LMArena Russian | 1430 | — |
| LMArena Spanish | 1442 | — |

## Instruction Following

- Inkling: 75.3 (#65)
- Qwen3.7 Flash: —

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| LMArena Instruction Following | 1427 | — |

## Long Context

- Inkling: 43.9 (#79)
- Qwen3.7 Flash: —

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| LMArena Longer Query | 1436 | — |

## Writing & Preference

- Inkling: 65.5 (#48)
- Qwen3.7 Flash: —

| Benchmark | Inkling | Qwen3.7 Flash |
|---|---|---|
| LMArena Text | 1443 | — |
| LMArena Creative Writing | 1390 | — |
| EQ-Bench Creative Writing | 1611 | — |
| EQ-Bench 4 | 1226 | — |
| LMArena Multi-Turn | 1436 | — |

## FAQ

### Is Inkling better than Qwen3.7 Flash?

Inkling is the stronger model overall, scoring 44.1 to 39.5 on the Noometry Index. Qwen3.7 Flash costs 47× less per token, which makes it the better buy when Inkling's lead doesn't matter for your workload.

### Which is cheaper, Inkling or Qwen3.7 Flash?

Qwen3.7 Flash is cheaper. It lists at $0.03 per million input tokens and $0.13 per million output tokens; Inkling lists at $1.87 and $4.68.

### Which has the bigger context window?

Qwen3.7 Flash does, with 1M tokens against 66K.

### How many benchmarks do Inkling and Qwen3.7 Flash share?

5 benchmarks have published results for both models. Inkling has 41 scored results on Noometry and Qwen3.7 Flash has 7.