As of November 14, 2026, Thinking Machines Inkling 2 Small ranks #63 of 118 models overall with 56.9 ±9.3 on the LLMBenchmark Index. Inkling 2 Small ranks #49 of 122 in reasoning, its strongest category. Thinking Machines Inkling 2 Small costs $0.30 per million input tokens and $1.00 per million output tokens. Inkling 2 Small was released on November 9, 2026.
Inkling 2 Small's output price ranks 125 of 343 priced models, counting from the cheapest.
Listed on OpenRouter November 9, 2026, 5 days before our data. Results so far on 51 of 222 public boards; this page updates every day as boards publish.
Inkling 2 Small is an open-weight multimodal mixture-of-experts reasoning model from Thinking Machines Lab, with 17B active parameters out of 594B total. It is the first model in the second...
thinkingmachines/inkling-2-small The tick on a coding bar is the median of every model measured on it. Outside coding, the place is this model's rank on that board. A board that never ran the model says so.
Measured in 3 of 7 categories. A place counts only the models measured on that board.
The index averages only the coding benchmarks that have a result; the others are skipped, never filled in. How it is weighted
Not measured on Aider polyglot, SWE-bench Verified, SWE-bench Lite, SWE-bench (full test set), SWE-bench Multimodal, SWE-bench Multilingual, AA Coding Index, LiveCodeBench (Vals AI), Code migration (Vals AI), IOI (Vals AI), Terminal-Bench 2.1 (Vals AI), Vibe Code Bench 1-100 (Vals AI), SkillsBench (Vals AI), LiveCodeBench (Artificial Analysis run), Terminal-Bench Hard (Artificial Analysis run), Terminal-Bench, DeepSWE, FrontierSWE, GSO-Bench, WeirdML, MirrorCode, Cybench, ALE-Bench, LMArena WebDev: from an image, SciCode, SWE Atlas: Codebase QnA, SWE Atlas: Refactoring, SWE Atlas: Test Writing, GameBench 2, Terminal-Bench 2.0, Terminal-Bench 2.1, Terminal-Bench 3.0, Terminal-Bench 4.0, CursorBench 4.0, ProgramBench
Not measured on Epoch Capabilities Index
Not measured on AA Agentic Index, Design Arena: agents building web apps, Design Arena: agents building full-stack apps, Design Arena: agents building mobile apps, Design Arena: agents building Android apps, Design Arena: agents building Godot games, Design Arena: agents building games, Design Arena: HTML slides, Design Arena: PowerPoint slides, Design Arena: spreadsheets, LiveBench research, LiveBench browser, LiveBench long agentic, Finance Agent (Vals AI), Excel Modeling Benchmark (Vals AI), Time Horizon Index (Vals AI), CUA-bench (Vals AI), Robo-bench (Vals AI), τ²-Bench Telecom, METR time horizons, Remote Labor Index, GDPval, OSWorld 2.0, BALROG, DeepResearch Bench, PostTrainBench, TheAgentCompany, OSWorld, SpireClimb, Vending-Bench 2, LMArena Search, Berkeley Function Calling Leaderboard (BFCL), BrowseComp-Plus, Toolathlon-Verified, τ³-Banking
Not measured on GPQA Diamond, LiveBench reasoning, MMMU Pro (Vals AI), GPQA Diamond (Artificial Analysis run), GPQA Diamond (Epoch AI run), Humanity's Last Exam, SimpleBench, Chess puzzles, Mystery game puzzles, EBR-bench, VPCT, BIG-Bench Hard, LMArena Vision: diagrams, LMArena Vision: homework, Kagi LLM Benchmark, Humanity's Last Exam (Scale run), GoBench
Not measured on AIME, MATH 500 (Vals AI), MGSM (Vals AI), AA Math Index, AIME 2025 (Artificial Analysis run), OTIS Mock AIME, FrontierMath, tiers 1 to 3, FrontierMath, tier 4, ProofBench, MATH level 5, GSM8K, LMArena Text: math, LMArena Text: mathematical work
Not measured on MMLU Pro, LegalBench (Vals AI), CaseLaw (Vals AI), CorpFin (Vals AI), TaxEval (Vals AI), MortgageTax (Vals AI), MedQA (Vals AI), MedCode (Vals AI), MMLU Pro (Artificial Analysis run), SimpleQA Verified, MMLU, GeoBench, AI2 Reasoning Challenge, LMArena Text: medicine and healthcare, LMArena Text: legal and government, FACTS Benchmark Suite, PRBench Finance, PRBench Legal
Not measured on Design Arena: websites, Design Arena: UI components, Design Arena: game dev, Design Arena: data viz, Design Arena: 3D, Design Arena: all code categories, Design Arena: SVG, Design Arena: ASCII art, LiveBench design
Not measured on LiveBench data analysis, Public Benefits Bench (Vals AI), MedScribe (Vals AI), Vals Multimodal Index, IFBench, DTBench, LMCA, Fiction.LiveBench, Creative writing (Lech Mazur), CL-bench, Surface Evolver Bench, Furniture assembly, ExploitBench, HellaSwag, WinoGrande, PIQA, CL-bench Life, LMArena Vision, LMArena Text: Chinese, LMArena Text: German, LMArena Text: Japanese, LMArena Text: Korean, LMArena Text: French, LMArena Text: Spanish, LMArena Text: Polish, LMArena Vision: English, LMArena Vision: Chinese, LMArena Vision: reading text, LMArena Vision: humor, LMArena Vision: captioning, LMArena Vision: recognizing things, LMArena Vision: creative writing, LMArena Document, MultiChallenge, EQ-Bench 4
Not measured on Design Arena: images, Design Arena: graphic design, Design Arena: logos, LMArena Text to Image, LMArena Image Edit
Public boards shown as published (Vals AI, Artificial Analysis, Design Arena) and kept out of the coding index. Each links to its source on the benchmark page.
| Benchmark | Result | Index weight |
|---|---|---|
| Aider polyglotCoding | Not measured | Not in index |
| SWE-bench VerifiedCoding | Not measured | Not in index |
| SWE-bench LiteCoding | Not measured | Not in index |
| SWE-bench (full test set)Coding | Not measured | Not in index |
| SWE-bench MultimodalCoding | Not measured | Not in index |
| SWE-bench MultilingualCoding | Not measured | Not in index |
| LiveBench codingCoding | Not measured | 15% |
| LMArena WebDevCoding | 1647 | 10% |
| Vals IndexGeneral | 56.1% | Not in index |
| GPQA DiamondReasoning | Not measured | Not in index |
| AIMEMath | Not measured | Not in index |
| MMLU ProKnowledge | Not measured | Not in index |
| AA Intelligence IndexIntelligence | 30.6 | Not in index |
| AA Coding IndexCoding | Not measured | Not in index |
| AA Agentic IndexAgentic work | Not measured | Not in index |
| Design Arena: websitesWeb design | Not measured | Not in index |
| Design Arena: UI componentsWeb design | Not measured | Not in index |
| Design Arena: game devWeb design | Not measured | Not in index |
| Design Arena: data vizWeb design | Not measured | Not in index |
| Design Arena: 3DWeb design | Not measured | Not in index |
| Design Arena: all code categoriesWeb design | Not measured | Not in index |
| Design Arena: SVGWeb design | Not measured | Not in index |
| Design Arena: ASCII artWeb design | Not measured | Not in index |
| Design Arena: agents building web appsAgentic work | Not measured | Not in index |
| Design Arena: agents building full-stack appsAgentic work | Not measured | Not in index |
| Design Arena: agents building mobile appsAgentic work | Not measured | Not in index |
| Design Arena: agents building Android appsAgentic work | Not measured | Not in index |
| Design Arena: agents building Godot gamesAgentic work | Not measured | Not in index |
| Design Arena: agents building gamesAgentic work | Not measured | Not in index |
| Design Arena: HTML slidesAgentic work | Not measured | Not in index |
| Design Arena: PowerPoint slidesAgentic work | Not measured | Not in index |
| Design Arena: spreadsheetsAgentic work | Not measured | Not in index |
| Design Arena: imagesImage generation | Not measured | Not in index |
| Design Arena: graphic designImage generation | Not measured | Not in index |
| Design Arena: logosImage generation | Not measured | Not in index |
| LiveBench reasoningReasoning | Not measured | Not in index |
| LiveBench data analysisGeneral | Not measured | Not in index |
| LiveBench researchAgentic work | Not measured | Not in index |
| LiveBench browserAgentic work | Not measured | Not in index |
| LiveBench long agenticAgentic work | Not measured | Not in index |
| LiveBench designWeb design | Not measured | Not in index |
| LiveCodeBench (Vals AI)Coding | Not measured | Not in index |
| SWE-bench Verified (Vals AI)Coding | Not measured | 15% |
| Terminal-Bench 4 (Vals AI)Coding | 12.6%(Mini-SWE-agent) | 25% |
| Vibe Code Bench (Vals AI)Coding | 81.5%(OpenHands) | 20% |
| Code migration (Vals AI)Coding | Not measured | Not in index |
| ProgramBench (Vals AI)Coding | 0.5% | Not in index |
| SREBench (Vals AI)Agentic work | 1.9% | Not in index |
| IOI (Vals AI)Coding | Not measured | Not in index |
| Terminal-Bench 2.1 (Vals AI)Coding | Not measured | Not in index |
| SWE-bench Multimodal (Vals AI)Coding | 43.1% | Not in index |
| Vibe Code Bench 1-100 (Vals AI)Coding | Not measured | Not in index |
| SkillsBench (Vals AI)Coding | Not measured | Not in index |
| CyberBench (Vals AI)Coding | 72.7% | Not in index |
| Finance Agent (Vals AI)Agentic work | Not measured | Not in index |
| Tax Agent Bench (Vals AI)Agentic work | 38.9% | Not in index |
| Legal Research Bench (Vals AI)Agentic work | 46.6% | Not in index |
| Harvey's Legal Agent Benchmark (Vals AI)Agentic work | 21.7% | Not in index |
| Excel Modeling Benchmark (Vals AI)Agentic work | Not measured | Not in index |
| BioMysteryBench (Vals AI)Agentic work | 70.0% | Not in index |
| Terminal-Bench-Science (Vals AI)Agentic work | 2.9%(Mini-SWE-agent) | Not in index |
| Vals Science IndexAgentic work | 32.7% | Not in index |
| Time Horizon Index (Vals AI)Agentic work | Not measured | Not in index |
| CUA-bench (Vals AI)Agentic work | Not measured | Not in index |
| Robo-bench (Vals AI)Agentic work | Not measured | Not in index |
| Public Benefits Bench (Vals AI)General | Not measured | Not in index |
| MysteryMechanism (Vals AI)Reasoning | 25.2% | Not in index |
| MMMU Pro (Vals AI)Reasoning | Not measured | Not in index |
| MATH 500 (Vals AI)Math | Not measured | Not in index |
| MGSM (Vals AI)Math | Not measured | Not in index |
| SAGE (Vals AI)General | 88.6% | Not in index |
| LegalBench (Vals AI)Knowledge | Not measured | Not in index |
| CaseLaw (Vals AI)Knowledge | Not measured | Not in index |
| CorpFin (Vals AI)Knowledge | Not measured | Not in index |
| TaxEval (Vals AI)Knowledge | Not measured | Not in index |
| MortgageTax (Vals AI)Knowledge | Not measured | Not in index |
| MedQA (Vals AI)Knowledge | Not measured | Not in index |
| MedCode (Vals AI)Knowledge | Not measured | Not in index |
| MedScribe (Vals AI)General | Not measured | Not in index |
| Vals Multimodal IndexGeneral | Not measured | Not in index |
| AA Math IndexMath | Not measured | Not in index |
| GPQA Diamond (Artificial Analysis run)Reasoning | Not measured | Not in index |
| Humanity's Last Exam (Artificial Analysis run)Reasoning | 44.1% | Not in index |
| MMLU Pro (Artificial Analysis run)Knowledge | Not measured | Not in index |
| LiveCodeBench (Artificial Analysis run)Coding | Not measured | Not in index |
| SciCodeCoding | 52.3% | Not in index |
| Terminal-Bench Hard (Artificial Analysis run)Coding | Not measured | Not in index |
| IFBenchGeneral | Not measured | Not in index |
| Long context reasoning (AA-LCR)General | 83.3% | Not in index |
| τ²-Bench TelecomAgentic work | Not measured | Not in index |
| AIME 2025 (Artificial Analysis run)Math | Not measured | Not in index |
| Terminal-Bench 4.0 (Artificial Analysis run)Coding | 13.1% | Not in index |
| FrontierCode 2.0Coding | 25.4% | Not in index |
| HLE-Diamond (Artificial Analysis run)Reasoning | 28.7% | Not in index |
| GDPval-AAGeneral | 1630 | Not in index |
| AA-OmniscienceKnowledge | 16.1 | Not in index |
| CritPt v2, hard subset (Artificial Analysis run)Reasoning | 35.0% | Not in index |
| Terminal-BenchCoding | Not measured | Not in index |
| DeepSWECoding | Not measured | Not in index |
| FrontierCodeCoding | Not measured | 15% |
| FrontierSWECoding | Not measured | Not in index |
| GSO-BenchCoding | Not measured | Not in index |
| WeirdMLCoding | Not measured | Not in index |
| MirrorCodeCoding | Not measured | Not in index |
| APEX-AgentsAgentic work | 46.8% | Not in index |
| METR time horizonsAgentic work | Not measured | Not in index |
| Remote Labor IndexAgentic work | Not measured | Not in index |
| GDPvalAgentic work | Not measured | Not in index |
| OSWorld 2.0Agentic work | Not measured | Not in index |
| BALROGAgentic work | Not measured | Not in index |
| DeepResearch BenchAgentic work | Not measured | Not in index |
| PostTrainBenchAgentic work | Not measured | Not in index |
| GPQA Diamond (Epoch AI run)Reasoning | Not measured | Not in index |
| ARC-AGIReasoning | 96.5%(xHigh) | Not in index |
| ARC-AGI-2Reasoning | 81.7%(xHigh) | Not in index |
| Humanity's Last ExamReasoning | Not measured | Not in index |
| SimpleBenchReasoning | Not measured | Not in index |
| Chess puzzlesReasoning | Not measured | Not in index |
| Mystery game puzzlesReasoning | Not measured | Not in index |
| EBR-benchReasoning | Not measured | Not in index |
| OTIS Mock AIMEMath | Not measured | Not in index |
| FrontierMath, tiers 1 to 3Math | Not measured | Not in index |
| FrontierMath, tier 4Math | Not measured | Not in index |
| ProofBenchMath | Not measured | Not in index |
| MATH level 5Math | Not measured | Not in index |
| GSM8KMath | Not measured | Not in index |
| SimpleQA VerifiedKnowledge | Not measured | Not in index |
| MMLUKnowledge | Not measured | Not in index |
| GeoBenchKnowledge | Not measured | Not in index |
| DTBenchGeneral | Not measured | Not in index |
| LMCAGeneral | Not measured | Not in index |
| Fiction.LiveBenchGeneral | Not measured | Not in index |
| Creative writing (Lech Mazur)General | Not measured | Not in index |
| CL-benchGeneral | Not measured | Not in index |
| Surface Evolver BenchGeneral | Not measured | Not in index |
| Furniture assemblyGeneral | Not measured | Not in index |
| ExploitBenchGeneral | Not measured | Not in index |
| CybenchCoding | Not measured | Not in index |
| TheAgentCompanyAgentic work | Not measured | Not in index |
| OSWorldAgentic work | Not measured | Not in index |
| SpireClimbAgentic work | Not measured | Not in index |
| VPCTReasoning | Not measured | Not in index |
| BIG-Bench HardReasoning | Not measured | Not in index |
| AI2 Reasoning ChallengeKnowledge | Not measured | Not in index |
| HellaSwagGeneral | Not measured | Not in index |
| WinoGrandeGeneral | Not measured | Not in index |
| PIQAGeneral | Not measured | Not in index |
| CL-bench LifeGeneral | Not measured | Not in index |
| ALE-BenchCoding | Not measured | Not in index |
| Vending-Bench 2Agentic work | Not measured | Not in index |
| Epoch Capabilities IndexIntelligence | Not measured | Not in index |
| LMArena TextGeneral | 1403 | Not in index |
| LMArena Text: codingCoding | 1455 | Not in index |
| LMArena Text: hard promptsReasoning | 1421 | Not in index |
| LMArena Text: mathMath | Not measured | Not in index |
| LMArena Text: instruction followingGeneral | 1408 | Not in index |
| LMArena Text: creative writingGeneral | 1348 | Not in index |
| LMArena VisionGeneral | Not measured | Not in index |
| LMArena Text: EnglishGeneral | 1418 | Not in index |
| LMArena Text: non-EnglishGeneral | 1390 | Not in index |
| LMArena Text: ChineseGeneral | Not measured | Not in index |
| LMArena Text: GermanGeneral | Not measured | Not in index |
| LMArena Text: JapaneseGeneral | Not measured | Not in index |
| LMArena Text: KoreanGeneral | Not measured | Not in index |
| LMArena Text: FrenchGeneral | Not measured | Not in index |
| LMArena Text: SpanishGeneral | Not measured | Not in index |
| LMArena Text: RussianGeneral | 1377 | Not in index |
| LMArena Text: PolishGeneral | Not measured | Not in index |
| LMArena Text: multi-turnGeneral | 1408 | Not in index |
| LMArena Text: longer queriesGeneral | 1403 | Not in index |
| LMArena Text: expertReasoning | 1478 | Not in index |
| LMArena Text: hard prompts in EnglishReasoning | 1424 | Not in index |
| LMArena Text: software and ITCoding | 1443 | Not in index |
| LMArena Text: mathematical workMath | Not measured | Not in index |
| LMArena Text: scienceKnowledge | 1409 | Not in index |
| LMArena Text: medicine and healthcareKnowledge | Not measured | Not in index |
| LMArena Text: legal and governmentKnowledge | Not measured | Not in index |
| LMArena Text: business and financeKnowledge | 1415 | Not in index |
| LMArena Text: writing and languageGeneral | 1381 | Not in index |
| LMArena Text: entertainment and mediaGeneral | 1359 | Not in index |
| LMArena WebDev: ReactCoding | 1660 | Not in index |
| LMArena WebDev: HTMLCoding | 1661 | Not in index |
| LMArena WebDev: from an imageCoding | Not measured | Not in index |
| LMArena Vision: EnglishGeneral | Not measured | Not in index |
| LMArena Vision: ChineseGeneral | Not measured | Not in index |
| LMArena Vision: reading textGeneral | Not measured | Not in index |
| LMArena Vision: diagramsReasoning | Not measured | Not in index |
| LMArena Vision: homeworkReasoning | Not measured | Not in index |
| LMArena Vision: humorGeneral | Not measured | Not in index |
| LMArena Vision: captioningGeneral | Not measured | Not in index |
| LMArena Vision: recognizing thingsGeneral | Not measured | Not in index |
| LMArena Vision: creative writingGeneral | Not measured | Not in index |
| LMArena SearchAgentic work | Not measured | Not in index |
| LMArena DocumentGeneral | Not measured | Not in index |
| LMArena Text to ImageImage generation | Not measured | Not in index |
| LMArena Image EditImage generation | Not measured | Not in index |
| Berkeley Function Calling Leaderboard (BFCL)Agentic work | Not measured | Not in index |
| Kagi LLM BenchmarkReasoning | Not measured | Not in index |
| BrowseComp-PlusAgentic work | Not measured | Not in index |
| SciCodeCoding | Not measured | Not in index |
| FACTS Benchmark SuiteKnowledge | Not measured | Not in index |
| MathArenaMath | 42.4% | Not in index |
| MultiChallengeGeneral | Not measured | Not in index |
| MCP AtlasAgentic work | 85.4% | Not in index |
| Humanity's Last Exam (Scale run)Reasoning | Not measured | Not in index |
| PRBench FinanceKnowledge | Not measured | Not in index |
| PRBench LegalKnowledge | Not measured | Not in index |
| SWE-Bench Pro V2Coding | 97.7% | Not in index |
| SWE Atlas: Codebase QnACoding | Not measured | Not in index |
| SWE Atlas: RefactoringCoding | Not measured | Not in index |
| SWE Atlas: Test WritingCoding | Not measured | Not in index |
| EQ-Bench 4General | Not measured | Not in index |
| GameBench 2Coding | Not measured | Not in index |
| GoBenchReasoning | Not measured | Not in index |
| Terminal-Bench 2.0Coding | Not measured | Not in index |
| Terminal-Bench 2.1Coding | Not measured | Not in index |
| Terminal-Bench 3.0Coding | Not measured | Not in index |
| Terminal-Bench 4.0Coding | Not measured | Not in index |
| CursorBench 4.0Coding | Not measured | Not in index |
| Toolathlon-VerifiedAgentic work | Not measured | Not in index |
| ProgramBenchCoding | Not measured | Not in index |
| τ³-BankingAgentic work | Not measured | Not in index |
A list price says what a token costs. The cost per solved task says what a working answer costs, which is the number that decides.
Neither board that publishes what a SWE-bench Verified attempt costs, Vals AI and swebench.com, has run this model. We leave the number out rather than estimate it.
Beside a result, many boards publish what the run cost, how long it took, the tokens it spent or the votes behind a rating. Each figure as its board printed it, one board per row.
| Board | Result | What the run cost | Also published |
|---|---|---|---|
| Vals Index | 56.1% | $3.51 per test | Nothing else |
| Terminal-Bench 4 (Vals AI) | 12.6%(Mini-SWE-agent) | $8.22 per test | Nothing else |
| Vibe Code Bench (Vals AI) | 81.5%(OpenHands) | $1.90 per test | Nothing else |
| ProgramBench (Vals AI) | 0.5% | $8.46 per test | Nothing else |
| SREBench (Vals AI) | 1.9% | $6.67 per test | Nothing else |
| SWE-bench Multimodal (Vals AI) | 43.1% | $0.30 per test | Nothing else |
| CyberBench (Vals AI) | 72.7% | $1.27 per test | Nothing else |
| Tax Agent Bench (Vals AI) | 38.9% | $0.14 per test | Nothing else |
| Legal Research Bench (Vals AI) | 46.6% | $0.29 per test | Nothing else |
| Harvey's Legal Agent Benchmark (Vals AI) | 21.7% | $1.23 per test | Nothing else |
| BioMysteryBench (Vals AI) | 70.0% | $0.27 per test | Nothing else |
| Terminal-Bench-Science (Vals AI) | 2.9%(Mini-SWE-agent) | $5.55 per test | Nothing else |
| Vals Science Index | 32.7% | $1.99 per test | Nothing else |
|---|---|---|---|
| MysteryMechanism (Vals AI) | 25.2% | $0.16 per test | Nothing else |
| MathArena | 42.4% | $0.5323 expected cost per problem | Nothing else |
| LMArena WebDev | 1647 Elo | Not published | Votes 990 · Interval (±) ±19.4 |
| SAGE (Vals AI) | 88.6% | Not published | Latency, as printed 41 s |
| APEX-Agents | 46.8% | Not published | Mean score 60.9% |
| LMArena Text | 1403 Elo | Not published | Votes 2,669 · Interval (±) ±11.7 |
| LMArena Text: coding | 1455 Elo | Not published | Votes 619 · Interval (±) ±23.4 |
| LMArena Text: hard prompts | 1421 Elo | Not published | Votes 1,665 · Interval (±) ±14.8 |
| LMArena Text: instruction following | 1408 Elo | Not published | Votes 929 · Interval (±) ±19.7 |
| LMArena Text: creative writing | 1348 Elo | Not published | Votes 643 · Interval (±) ±24.4 |
| LMArena Text: English | 1418 Elo | Not published | Votes 901 · Interval (±) ±19.9 |
| LMArena Text: non-English | 1390 Elo | Not published | Votes 1,768 · Interval (±) ±14.2 |
| LMArena Text: Russian | 1377 Elo | Not published | Votes 448 · Interval (±) ±27.5 |
| LMArena Text: multi-turn | 1408 Elo | Not published | Votes 399 · Interval (±) ±28.7 |
| LMArena Text: longer queries | 1403 Elo | Not published | Votes 1,157 · Interval (±) ±18.4 |
| LMArena Text: expert | 1478 Elo | Not published | Votes 251 · Interval (±) ±37.4 |
| LMArena Text: hard prompts in English | 1424 Elo | Not published | Votes 578 · Interval (±) ±24.7 |
| LMArena Text: software and IT | 1443 Elo | Not published | Votes 960 · Interval (±) ±19.1 |
| LMArena Text: science | 1409 Elo | Not published | Votes 380 · Interval (±) ±31.3 |
| LMArena Text: business and finance | 1415 Elo | Not published | Votes 408 · Interval (±) ±28.3 |
| LMArena Text: writing and language | 1381 Elo | Not published | Votes 823 · Interval (±) ±21.3 |
| LMArena Text: entertainment and media | 1359 Elo | Not published | Votes 709 · Interval (±) ±23.0 |
| LMArena WebDev: React | 1660 Elo | Not published | Votes 639 · Interval (±) ±24.8 |
| LMArena WebDev: HTML | 1661 Elo | Not published | Votes 130 · Interval (±) ±55.0 |
Thinking Machines published these results in “Inkling 2 Small” with the model's release on November 9, 2026. They are the maker's own numbers, not independent measurements, and they do not count toward the LLMBenchmark Index.
Thinking Machines Inkling 2 Small: launch results and current rankings
Thinking Machines Inkling 2 Small API providers