Model comparison
Inkling vs Qwen3.5 Max Preview
Inkling and Qwen3.5 Max Preview score almost the same on the Noometry Index (44.1 vs 44.7), so choose on price, context window or the category you care about most.
Last verified . 17 shared benchmarks.
Alibaba (Qwen)Summary
- They share 17 benchmarks with published results for both. Inkling scores higher in 2 categories and Qwen3.5 Max Preview in 6 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in knowledge, where Inkling leads 55.2 to 41.1.
- Inkling has downloadable open weights; the other is API-only.
Side by side
| Inkling | Qwen3.5 Max Preview | |
|---|---|---|
| Provider | Thinking Machines Lab | Alibaba (Qwen) |
| Noometry Index | 44.1 | 44.7 |
| Released | 2026-07-15 | — |
| Weights | Open | Proprietary |
| Context window | 66K | — |
| Max output | 66K | — |
| Input $ / M tokens | $1.87 | — |
| Output $ / M tokens | $4.68 | — |
| Results tracked | 41 | 17 |
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Category by category
Coding Qwen3.5 Max Preview leads
Inkling: 34.1 (#229), Qwen3.5 Max Preview: 43.4 (#79)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Coding | 1463 | 1488 |
| FrontierCode | 14% | — |
| LMArena WebDev | 1412 | — |
| FrontierSWE | 4.1% | — |
| SciCode | 47% | — |
| WeirdML | 32.3% | — |
| ALE-Bench | 946 | — |
Agentic & Tool Use Not comparable
Inkling: 29.5 (#76), Qwen3.5 Max Preview: —
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| APEX-Agents | 33.8% | — |
| τ²-bench Banking | 25% | — |
Reasoning Inkling leads
Inkling: 40.6 (#48), Qwen3.5 Max Preview: 29.6 (#81)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Hard Prompts | 1452 | 1483 |
| 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 Qwen3.5 Max Preview leads
Inkling: 31.2 (#198), Qwen3.5 Max Preview: 37.3 (#99)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Math | 1482 | 1473 |
| FrontierMath (Tiers 1-3) | 33.3% | — |
| FrontierMath Tier 4 | 4.9% | — |
| OTIS Mock AIME 2024-2025 | 88.9% | — |
| ProofBench | 0% | — |
Knowledge Inkling leads
Inkling: 55.2 (#44), Qwen3.5 Max Preview: 41.1 (#104)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Expert | 1468 | 1489 |
| GPQA Diamond | 88.3% | — |
| SimpleQA Verified | 40.3% | — |
Multilingual Qwen3.5 Max Preview leads
Inkling: 54.2 (#49), Qwen3.5 Max Preview: 56.4 (#21)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Non-English | 1434 | 1465 |
| LMArena Chinese | 1495 | 1534 |
| LMArena French | 1453 | 1483 |
| LMArena German | 1456 | 1487 |
| LMArena Japanese | 1428 | 1497 |
| LMArena Korean | 1401 | 1438 |
| LMArena Russian | 1430 | 1472 |
| LMArena Spanish | 1442 | 1470 |
Instruction Following Qwen3.5 Max Preview leads
Inkling: 75.3 (#65), Qwen3.5 Max Preview: 77.2 (#28)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Instruction Following | 1427 | 1467 |
Long Context Qwen3.5 Max Preview leads
Inkling: 43.9 (#79), Qwen3.5 Max Preview: 45.2 (#44)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Longer Query | 1436 | 1477 |
Writing & Preference Too close to call
Inkling: 65.5 (#48), Qwen3.5 Max Preview: 66.1 (#39)
| Benchmark | Inkling | Qwen3.5 Max Preview |
|---|---|---|
| LMArena Text | 1443 | 1471 |
| LMArena Creative Writing | 1390 | 1464 |
| LMArena Multi-Turn | 1436 | 1478 |
| EQ-Bench Creative Writing | 1611 | — |
| EQ-Bench 4 | 1226 | — |
Frequently asked questions
Is Inkling better than Qwen3.5 Max Preview?
Inkling and Qwen3.5 Max Preview score almost the same on the Noometry Index (44.1 vs 44.7), so choose on price, context window or the category you care about most.
Is Inkling or Qwen3.5 Max Preview better for coding?
Qwen3.5 Max Preview scores higher on coding benchmarks: 43.4 versus 34.1 in the Noometry coding category.
How many benchmarks do Inkling and Qwen3.5 Max Preview share?
17 benchmarks have published results for both models. Inkling has 41 scored results on Noometry and Qwen3.5 Max Preview has 17.