Qwen3.5-Flash vs Inkling Small
Updated October 21, 2026. 48 benchmarks have a result for both. Coding is ranked on the Vibe Coding Index; every other board is shown as published.
Decision reading
Pick Inkling Small for coding: it scores 29.9 on the Vibe Coding Index against 6.2 for Qwen3.5-Flash.
Pick Qwen3.5-Flash when output tokens cost 4.6x less, or when the context window is larger, 1M against 524K tokens.
- Shared results
- 48
- Qwen3.5-Flash only
- 7
- Inkling Small only
- 36
- Like-for-like categories
- 6 of 9
Shared results can support a head-to-head reading. Results only one model has describe coverage, not superiority.
Which one for your work
Each card is decided by one number both models carry. Where only one has it, the card says so and makes no call.
Coding
Vibe Coding Index, four public coding benchmarks
Inkling Small
Inkling Small scores 29.9 against 6.2.
One benchmark behind each score
Intelligence
AA Intelligence Index
No call
Only Inkling Small has a AA Intelligence Index result, 25.7.
Directional only
Agentic work
AA Agentic Index
No call
Only Inkling Small has a AA Agentic Index result, 23.5.
Directional only
Reasoning
GPQA Diamond
Inkling Small
Inkling Small leads, 83.6% against 82.8%.
Same board, both measured
Math
AIME
No call
Only Qwen3.5-Flash has a AIME result, 92.5%.
Directional only
Knowledge
MMLU Pro
Inkling Small
Inkling Small leads, 85.6% against 84.1%.
Same board, both measured
General
Vals Index
No call
Only Inkling Small has a Vals Index result, 27.6%.
Directional only
Long documents
Listed context window
Qwen3.5-Flash
Qwen3.5-Flash takes 1M tokens against 524K.
Listed by OpenRouter
Everyday cost
1K input + 500 output tokens
Qwen3.5-Flash
Qwen3.5-Flash $0.0002, Inkling Small $0.0010 per turn.
List prices
Cost per solved task
One SWE-bench Verified task, solved
Inkling Small
Qwen3.5-Flash $0.40, Inkling Small $0.16.
Published attempt cost and pass rate
At a glance
- Coding index
- Qwen3.5-Flash 6.2 from 1 benchmark, Inkling Small 29.9 from 1 benchmark.
- Widest category
- Coding, 14.6 points apart on average over 7 shared benchmarks.
- Widest single gap
- LMArena WebDev: React: Qwen3.5-Flash 1229 against Inkling Small 1399, 28.3 points apart on a 0 to 100 scale.
- Output price
- Qwen3.5-Flash $0.26 against Inkling Small $1.20 per million output tokens, 4.6x apart.
- Context window
- Qwen3.5-Flash takes 1M tokens, Inkling Small 524K.
Benchmark by benchmark
First the score: boards each model leads, per category, where both have a result. Then every board, a category to a fold; bars are each result on a 0 to 100 scale, so compare the two in a row, not one row with another.
| Category | Qwen3.5-Flash | Bars | Inkling Small | Ties |
|---|---|---|---|---|
| Coding | 0 | 7 | ||
| Intelligence | 0 | 1 | ||
| Reasoning | 1 | 5 | ||
| Math | 0 | 4 | ||
| Knowledge | 3 | 8 | ||
| General | 3 | 16 | ||
| All shared boards | 7 | 41 |
CodingLike-for-likeFour of these boards feed the Vibe Coding Index07
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| LMArena WebDev | 1244 | 1409 | Inkling Small |
| AA Coding Index | Not measured | 52.9 | Only Inkling Small measured |
| LiveCodeBench (Vals AI) | 83.3% | 85.9% | Inkling Small |
| SWE-bench Verified (Vals AI) | 64.4% | 82.2% | Inkling Small |
| Terminal-Bench 4 (Vals AI) | Not measured | 0.0% | Only Inkling Small measured |
| Vibe Code Bench (Vals AI) | Not measured | 19.1% | Only Inkling Small measured |
| Code migration (Vals AI) | Not measured | 13.7% | Only Inkling Small measured |
| ProgramBench (Vals AI) | Not measured | 0.5% | Only Inkling Small measured |
| IOI (Vals AI) | Not measured | 9.3% | Only Inkling Small measured |
| Terminal-Bench 2.1 (Vals AI) | Not measured | 55.1% | Only Inkling Small measured |
| SkillsBench (Vals AI) | Not measured | 33.6% | Only Inkling Small measured |
| CyberBench (Vals AI) | Not measured | 64.1% | Only Inkling Small measured |
| SciCode | Not measured | 49.7% | Only Inkling Small measured |
| ALE-Bench | 265.9 | Not measured | Only Qwen3.5-Flash measured |
| LMArena Text: coding | 1412 | 1450 | Inkling Small |
| LMArena Text: software and IT | 1416 | 1447 | Inkling Small |
| LMArena WebDev: React | 1229 | 1399 | Inkling Small |
| LMArena WebDev: HTML | 1291 | 1398 | Inkling Small |
| LMArena WebDev: from an image | Not measured | 1410 | Only Inkling Small measured |
| Neither model has a result on the other 19 boards here | |||
IntelligenceLike-for-likePublic boards, shown as published, kept out of the index01
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| AA Intelligence Index | Not measured | 25.7 | Only Inkling Small measured |
| Epoch Capabilities Index | 143.5 | 150.3 | Inkling Small |
Agentic workDirectional onlyPublic boards, shown as published, kept out of the index6 boards, none shared
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| AA Agentic Index | Not measured | 23.5 | Only Inkling Small measured |
| Finance Agent (Vals AI) | Not measured | 41.3% | Only Inkling Small measured |
| Tax Agent Bench (Vals AI) | Not measured | 15.4% | Only Inkling Small measured |
| Legal Research Bench (Vals AI) | Not measured | 25.5% | Only Inkling Small measured |
| Harvey's Legal Agent Benchmark (Vals AI) | Not measured | 2.9% | Only Inkling Small measured |
| Excel Modeling Benchmark (Vals AI) | Not measured | 31.8% | Only Inkling Small measured |
| Neither model has a result on the other 33 boards here | |||
ReasoningLike-for-likePublic boards, shown as published, kept out of the index15
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| GPQA Diamond | 82.8% | 83.6% | Inkling Small |
| MMMU Pro (Vals AI) | 81.9% | Not measured | Only Qwen3.5-Flash measured |
| GPQA Diamond (Artificial Analysis run) | Not measured | 89.5% | Only Inkling Small measured |
| Humanity's Last Exam (Artificial Analysis run) | Not measured | 33.3% | Only Inkling Small measured |
| GPQA Diamond (Epoch AI run) | 82.3% | 88.5% | Inkling Small |
| ARC-AGI | Not measured | 84.0% | Only Inkling Small measured |
| ARC-AGI-2 | Not measured | 40.1% | Only Inkling Small measured |
| Chess puzzles | 14.0% | Not measured | Only Qwen3.5-Flash measured |
| Mystery game puzzles | 20.0% | 6.0% | Qwen3.5-Flash |
| LMArena Text: hard prompts | 1403 | 1423 | Inkling Small |
| LMArena Text: expert | 1407 | 1441 | Inkling Small |
| LMArena Text: hard prompts in English | 1409 | 1429 | Inkling Small |
| LMArena Vision: diagrams | Not measured | 1251 | Only Inkling Small measured |
| LMArena Vision: homework | Not measured | 1257 | Only Inkling Small measured |
| Neither model has a result on the other 7 boards here | |||
MathLike-for-likePublic boards, shown as published, kept out of the index04
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| AIME | 92.5% | Not measured | Only Qwen3.5-Flash measured |
| OTIS Mock AIME | 84.4% | 90.0% | Inkling Small |
| FrontierMath, tiers 1 to 3 | 18.2% | 46.3% | Inkling Small |
| FrontierMath, tier 4 | Not measured | 17.1% | Only Inkling Small measured |
| ProofBench | Not measured | 6.0% | Only Inkling Small measured |
| LMArena Text: math | 1407 | 1459 | Inkling Small |
| LMArena Text: mathematical work | 1413 | 1441 | Inkling Small |
| Neither model has a result on the other 6 boards here | |||
KnowledgeLike-for-likePublic boards, shown as published, kept out of the index38
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| MMLU Pro | 84.1% | 85.6% | Inkling Small |
| LegalBench (Vals AI) | 84.3% | 83.0% | Qwen3.5-Flash |
| CaseLaw (Vals AI) | 56.0% | Not measured | Only Qwen3.5-Flash measured |
| CorpFin (Vals AI) | 63.6% | 69.6% | Inkling Small |
| TaxEval (Vals AI) | 72.2% | 75.5% | Inkling Small |
| MortgageTax (Vals AI) | 67.4% | 62.3% | Qwen3.5-Flash |
| MedCode (Vals AI) | 33.0% | 37.9% | Inkling Small |
| SimpleQA Verified | 20.3% | 19.1% | Qwen3.5-Flash |
| LMArena Text: science | 1415 | 1428 | Inkling Small |
| LMArena Text: medicine and healthcare | 1407 | 1413 | Inkling Small |
| LMArena Text: legal and government | 1398 | 1415 | Inkling Small |
| LMArena Text: business and finance | 1394 | 1413 | Inkling Small |
| Neither model has a result on the other 5 boards here | |||
Web designNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| Neither model has a result on 9 boards here | |||
GeneralLike-for-likePublic boards, shown as published, kept out of the index316
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| Vals Index | Not measured | 27.6% | Only Inkling Small measured |
| Public Benefits Bench (Vals AI) | Not measured | 59.4% | Only Inkling Small measured |
| SAGE (Vals AI) | 42.5% | 32.7% | Qwen3.5-Flash |
| MedScribe (Vals AI) | 70.6% | 84.1% | Inkling Small |
| Vals Multimodal Index | Not measured | 50.0% | Only Inkling Small measured |
| Long context reasoning (AA-LCR) | Not measured | 75.7% | Only Inkling Small measured |
| DTBench | 82.9% | Not measured | Only Qwen3.5-Flash measured |
| LMCA | 29.1% | Not measured | Only Qwen3.5-Flash measured |
| LMArena Text | 1397 | 1413 | Inkling Small |
| LMArena Text: instruction following | 1374 | 1399 | Inkling Small |
| LMArena Text: creative writing | 1343 | 1334 | Qwen3.5-Flash |
| LMArena Vision | Not measured | 1237 | Only Inkling Small measured |
| LMArena Text: English | 1404 | 1421 | Inkling Small |
| LMArena Text: non-English | 1385 | 1401 | Inkling Small |
| LMArena Text: Chinese | 1445 | 1464 | Inkling Small |
| LMArena Text: German | 1390 | 1408 | Inkling Small |
| LMArena Text: Japanese | 1369 | 1401 | Inkling Small |
| LMArena Text: Korean | 1344 | 1367 | Inkling Small |
| LMArena Text: French | 1413 | 1435 | Inkling Small |
| LMArena Text: Spanish | 1400 | 1422 | Inkling Small |
| LMArena Text: Russian | 1380 | 1394 | Inkling Small |
| LMArena Text: Polish | 1376 | 1428 | Inkling Small |
| LMArena Text: multi-turn | 1393 | 1416 | Inkling Small |
| LMArena Text: longer queries | 1392 | 1402 | Inkling Small |
| LMArena Text: writing and language | 1369 | 1357 | Qwen3.5-Flash |
| LMArena Text: entertainment and media | 1347 | 1352 | Inkling Small |
| LMArena Vision: English | Not measured | 1243 | Only Inkling Small measured |
| LMArena Vision: Chinese | Not measured | 1292 | Only Inkling Small measured |
| LMArena Vision: reading text | Not measured | 1243 | Only Inkling Small measured |
| LMArena Vision: humor | Not measured | 1207 | Only Inkling Small measured |
| LMArena Vision: creative writing | Not measured | 1205 | Only Inkling Small measured |
| Neither model has a result on the other 15 boards here | |||
Image generationNot comparablePublic boards, shown as published, kept out of the index0 boards, none shared
| Benchmark | Qwen3.5-Flash | Inkling Small | Leader |
|---|---|---|---|
| Neither model has a result on 5 boards here | |||
What each workload costs
Three fixed token mixes at each model's listed price, so per-token rates become a bill.
Chat turn
1K input + 500 output tokens
Qwen3.5-Flash costs less
Repository review
50K input + 3K output tokens
Qwen3.5-Flash costs less
Agent loop
200K input + 10K output tokens
Qwen3.5-Flash costs less
Listed OpenRouter rates, without cache or batch discounts. A workload that does not fit a model's context window would need splitting.
Specification differences
The leading value in a row is marked; a row with a missing value names no leader. Our two rows are marked in red.
| Specification | Qwen3.5-Flash | Thinking Machines Inkling Small |
|---|---|---|
| Maker | Qwen | Thinking Machines |
| Weights | No public weights listed | Open weights |
| Released | February 25, 2026 | July 30, 2026 |
| Context window | 1M | 524K |
| Input $/Mtok | $0.065 | $0.45 |
| Output $/Mtok | $0.26 | $1.20 |
| Coding index | 6.2 | 29.9 |
| Independent measurements behind it | 1 | 1 |
| Cost per solved task | $0.40 | $0.16 |
| Source | OpenRouter listing | OpenRouter listing |
Questions
Is Qwen3.5-Flash better than Inkling Small for coding?
Pick Inkling Small for coding: it scores 29.9 on the Vibe Coding Index against 6.2 for Qwen3.5-Flash. Pick Qwen3.5-Flash when output tokens cost 4.6x less, or when the context window is larger, 1M against 524K tokens.
Which is cheaper, Qwen3.5-Flash or Inkling Small?
Qwen3.5-Flash costs $0.065 per million input tokens and $0.26 per million output tokens; Inkling Small costs $0.45 and $1.20. Per solved SWE-bench Verified task, Qwen3.5-Flash costs $0.40 and Inkling Small $0.16.
Which has the bigger context window, Qwen3.5-Flash or Inkling Small?
Qwen3.5-Flash, with 1M tokens against 524K.
How many benchmarks is the Qwen3.5-Flash vs Inkling Small comparison based on?
48 benchmarks have a result for both models as of October 21, 2026. Qwen3.5-Flash's coding index rests on 1 independent benchmark and Inkling Small's on 1. Where only one model has a result, the page says so instead of naming a winner.