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Model profile

Qwen3.6 Plus

AlibabaSupersededReleased Apr 2, 2026
Data verified
Superseded:Alibaba has released newer models in this line —Qwen3.7 Plus
Overall Score
65.2Public #30 of 200Verified #25 of 99
Arena Elo
1444
Eligible category ranks
7of 8
Price (1M tokens)
Not listedAPI pricing
Speed
Not listed
Context
1M

Evidence coverage

60 of 323 tracked benchmarks are published. 42 are verified and 18 provisional. 8 of 8 categories are measured.

Updated July 23, 2026Methodology
Published / tracked
60 / 323
Verified
42
Provisional
18
Categories with evidence
8 / 8

Evidence by category

  • Agentic16 benchmarks
    Mixed evidence
  • Coding7 benchmarks
    Mixed evidence
  • Reasoning4 benchmarks
    Mixed evidence
  • Knowledge12 benchmarks
    Mixed evidence
  • Math7 benchmarks
    Verified
  • Multilingual2 benchmarks
    Verified
  • Multimodal9 benchmarks
    Mixed evidence
  • Inst. Following3 benchmarks
    Mixed evidence
ProprietaryReasoning
Confidence:
Very high
base

Qwen3.6 Plus ranks #30 out of 200 models on the public leaderboard with an overall score of 65.2/100. It also ranks #25 out of 99 on the verified leaderboard. This places it in the mid-tier of AI models, with strengths in specific benchmark categories.

Qwen3.6 Plus is a proprietary model with a 1M token context window. It uses explicit chain-of-thought reasoning, which typically improves performance on math and complex reasoning tasks at the cost of higher latency and token usage.

This profile currently has 60 of 323 tracked benchmarks. BenchLM only exposes non-generated benchmark rows publicly, so missing categories stay blank until a sourced evaluation is available.

Its strongest category is Multilingual (#4), while its weakest is Agentic (#103). This performance profile makes it a well-rounded choice across a range of tasks.

Peer position

Exact provisional scores and ranks for the closest listed peers. A score can appear before a model clears the evidence threshold for a rank, so equal scores can have different rank states.

Range 64.2266.06

  1. GLM-5
    Z.AI
    #2866.06
    GLM-5 is #28 with a score of 66.06.
    Compare
  2. Claude Sonnet 5
    Anthropic
    #2965.32
    Claude Sonnet 5 is #29 with a score of 65.32.
    Compare
  3. Qwen3.6 PlusCurrent model
    Alibaba
    #3065.2
    Qwen3.6 Plus is #30 with a score of 65.2.
  4. Grok 4.3
    xAI
    #3165.1
    Grok 4.3 is #31 with a score of 65.1.
    Compare
  5. Claude Sonnet 4.6
    Anthropic
    #3265.07
    Claude Sonnet 4.6 is #32 with a score of 65.07.
    Compare
  6. Gemini 3.5 Flash
    Google
    #3364.75
    Gemini 3.5 Flash is #33 with a score of 64.75.
    Compare
  7. Claude Opus 4.5
    Anthropic
    #3464.22
    Claude Opus 4.5 is #34 with a score of 64.22.
    Compare

Category percentile

More

Relative position among models eligible for each sourced category. A higher percentile means a stronger position within that category's ranked cohort; 100 is highest.

  1. Multilingual75%
    Eligible cohort rank #4 of 13Category score 69.7
  2. Math50%
    Eligible cohort rank #4 of 7Category score 63.0
  3. Inst. Following57%
    Eligible cohort rank #14 of 31Category score 86.4
  4. Multimodal46%
    Eligible cohort rank #16 of 29Category score 66.5
  5. Knowledge24%
    Eligible cohort rank #40 of 52Category score 59.5
  6. Coding68%
    Eligible cohort rank #40 of 122Category score 53.8
  7. Agentic14%
    Eligible cohort rank #103 of 119Category score 37.2

Category evidence

Scores and ranks appear only where this model has published benchmark evidence. Categories without displayable source records remain not measured.

Category scores, ranks, weighting, benchmark coverage, and evidence status
CategoryScore
AgenticRank #103 of 119Percentile 14thWeight 22%16 benchmarksMixed sources37.2
CodingRank #40 of 122Percentile 68thWeight 20%7 benchmarksMixed sources53.8
ReasoningRank Not rankedWeight 17%4 benchmarksMixed sources82.6
KnowledgeRank #40 of 52Percentile 24thWeight 12%12 benchmarksMixed sources59.5
MathRank #4 of 7Percentile 50thWeight 5%7 benchmarksVerified63.0
MultilingualRank #4 of 13Percentile 75thWeight 7%2 benchmarksVerified69.7
MultimodalRank #16 of 29Percentile 46thWeight 12%9 benchmarksMixed sources66.5
Inst. FollowingRank #14 of 31Percentile 57thWeight 5%3 benchmarksMixed sources86.4

Chatbot Arena performance

Scroll horizontally to inspect confidence intervals and vote counts.

Chatbot Arena Elo, confidence interval, and vote count by evaluation view
ViewEloConfidence intervalVotes
Text Overall1444±4.343,163
Coding1494±6.613,092
Math1454±12.32,396
Instruction Following1436±6.314,430
Creative Writing1408±8.46,321
Multi-turn1447±7.97,567
Hard Prompts1467±5.128,912
Hard Prompts (English)1475±6.413,875
Longer Query1454±6.018,273

Benchmark Details

Rows below have a displayable published verification record. Each source link and provenance note remains in the page HTML while its category is closed. Source-unverified manual rows and generated rows stay hidden.

Agentic16 benchmarks
Terminal-Bench 2.0Provider exact
61.6%Weighted 38%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
Claw-EvalBenchmark exact
58.8%Display only
Source: Claw-Eval leaderboardProvenance: Claw-Eval reports this model as qwen3.6_plus in the official 2026-05-09 leaderboard snapshot. BenchLM stores the primary Pass^3 value on the local Claw-Eval display key.
QwenClawBenchProvider exact
57.2%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
τ³-bench resultsProvider exact

τ³-Bench Tool-Agent-User Evaluation

70.7%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
VITA-BenchProvider exact
44.3%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
DeepPlanningProvider exact
41.5%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
ToolathlonProvider exact
39.8%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
MCP AtlasProvider exact
48.2%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
MCP-TasksProvider exact
74.1%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
WideResearchProvider exact
74.3%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
AA Agentic IndexReported

Artificial Analysis Agentic Index

27.6%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
τ²-bench resultsReported

τ²-Bench Tool-Agent-User Evaluation

97.7%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
GDPval-AAReported

GDPval-AA normalized

31.8%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
GDPval-AAReported
1135Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
Gert LabsBenchmark exact

Gert Labs Composite Game Benchmark

50.60%Display only
Source: Gert Labs rankingsProvenance: Gert Labs reports this composite leaderboard score in the public rankings API. BenchLM scales the source gscore from 0-1 to 0-100 and stores it as a display-only agentic benchmark.
ResearchClawBenchBenchmark exact
18.0%Display only
Source: ResearchClawBench leaderboardProvenance: ResearchClawBench reports this model as ResearchHarness (Qwen3.6-Plus) in the official Pass@1 leaderboard. BenchLM stores the one-decimal RADS average on the local ResearchClawBench display key and excludes it from weighted rankings.
Coding7 benchmarks
SWE-bench VerifiedProvider exact

Software Engineering Benchmark Verified

78.8%Weighted 16%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
SWE-bench ProProvider exact
56.6%Weighted 10%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
SWE MultilingualProvider exact
73.8%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
LiveCodeBench v6Provider exact
87.1%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
Vibe Code BenchBenchmark exact

Vibe Code Bench v1.1

25.56%Display only
Source: Vals AI: Vibe Code Bench v1.1Provenance: Vals Vibe Code Bench v1.1 reports this exact row under alibaba/qwen3.6-plus; BenchLM stores it on the local vibeCodeBench key.
AA Coding IndexReported

Artificial Analysis Coding Index

54.5%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
AA-SciCodeReported

Artificial Analysis SciCode

40.7%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
Reasoning4 benchmarks
LongBench v2Provider exact
62%Weighted 38%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
AI-NeedleProvider exact
68.3%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
AA-LCRReported

Artificial Analysis Long Context Reasoning

69.7%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
CritPtReported

Critical Physics Tasks

2.9%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
Knowledge12 benchmarks
HLEProvider exact

Humanity's Last Exam

28.8%Weighted 45%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
MMLU-ProProvider exact

Massive Multitask Language Understanding Professional

88.5%Weighted 30%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
GPQAProvider exact

Graduate-Level Google-Proof Q&A

90.4%Weighted 7%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
SuperGPQAProvider exact

SuperGPQA: Scaling LLM Evaluation Across 285 Graduate Disciplines

71.6%Weighted 7%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
MMLU-ReduxProvider exact
94.5%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
C-EvalProvider exact
93.3%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
Artificial Analysis Intelligence IndexReported
39.6%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
AA-GPQA DiamondReported

Artificial Analysis GPQA Diamond

88.2%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
AA-HLEReported

Artificial Analysis Humanity's Last Exam

25.7%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
AA-Omniscience IndexReported

Artificial Analysis Omniscience Index

2.7%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
AA-Omniscience AccuracyReported

Artificial Analysis Omniscience Accuracy

26.2%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
AA-Omniscience Hallucination RateReported

Artificial Analysis Omniscience Hallucination Rate

32.0%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
Math7 benchmarks
FrontierMath v2 (Tiers 1-3)Benchmark exact

FrontierMath v2 Tiers 1-3

26.207%Weighted 30%
Source: Epoch AI FrontierMath v2 leaderboardProvenance: Epoch AI reports FrontierMath v2 Tiers 1-3 at 26.207% for qwen3.6-plus. BenchLM selects the highest published thinking effort for the model and stores the v2 benchmark slice separately.
AIME26Provider exact

AIME 2026

95.3%Weighted 25%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
HMMT Feb 2026Provider exact

Harvard-MIT Mathematics Tournament February 2026

87.8%Weighted 25%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
FrontierMath v2 (Tier 4)Benchmark exact

FrontierMath v2 Tier 4

8.333%Weighted 10%
Source: Epoch AI FrontierMath v2 leaderboardProvenance: Epoch AI reports FrontierMath v2 Tier 4 at 8.333% for qwen3.6-plus. BenchLM selects the highest published thinking effort for the model and stores the v2 benchmark slice separately.
HMMT Feb 2025Provider exact

Harvard-MIT Mathematics Tournament February 2025

96.7%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
HMMT Nov 2025Provider exact

Harvard-MIT Mathematics Tournament November 2025

94.6%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
MMAnswerBenchProvider exact
83.8%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
Multilingual2 benchmarks
MMLU-ProXProvider exact
84.7%Weighted 100%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
NOVA-63Provider exact
57.9%Display only
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
Multimodal9 benchmarks
MMMU-ProProvider exact

Massive Multi-discipline Multimodal Understanding Pro

78.8%Weighted 45%
Source: Qwen: Qwen3.6-Plus multimodal comparison tableProvenance: Provider exact
CharXivProvider exact

CharXiv Reasoning

81.5%Weighted 25%
Source: Qwen: Qwen3.6-Plus multimodal comparison tableProvenance: Provider exact
MMMUReported

Massive Multi-discipline Multimodal Understanding

86.0%Display only
Source: Reported upstream sourceProvenance: Reported row carried from an upstream public source. Displayable on BenchLM, but not treated as verified unless explicitly marked otherwise.
MathVisionProvider exact
88.0%Display only
Source: Qwen: Qwen3.6-Plus multimodal comparison tableProvenance: Provider exact
VideoMMMUProvider exact
84.0%Display only
Source: Qwen: Qwen3.6-Plus multimodal comparison tableProvenance: Provider exact
ScreenSpot ProProvider exact
68.2%Display only
Source: Qwen: Qwen3.6-Plus multimodal comparison tableProvenance: Provider exact
V*Provider exact
96.9%Display only
Source: Qwen: Qwen3.6-Plus multimodal comparison tableProvenance: Qwen reports V* as with-CI / without-CI. BenchLM stores the first published value.
AA-MMMU-ProReported

Artificial Analysis MMMU-Pro

78.0%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.
Design Arena WebsiteReported

Design Arena Website Elo

1249Display only
Source: OpenRouter model benchmarksProvenance: Display-only Design Arena Website Elo synced from OpenRouter model benchmark metadata. It is excluded from BenchLM weighted scoring.
Inst. Following3 benchmarks
IFBenchProvider exact

Instruction Following Benchmark

75.8%Weighted 65%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
IFEvalProvider exact

Instruction-Following Eval

94.3%Weighted 35%
Source: Qwen: Qwen3.6-PlusProvenance: Provider exact
AA-IFBenchReported

Artificial Analysis IFBench

75.2%Display only
Source: Artificial Analysis model benchmarksProvenance: Display-only row synced from the current Artificial Analysis model payload. It is excluded from BenchLM weighted scoring.

Frequently Asked Questions

How does Qwen3.6 Plus perform overall in AI benchmarks?

Qwen3.6 Plus currently ranks #30 out of 200 models on BenchLM's provisional leaderboard with an overall score of 65.2. It also ranks #25 out of 99 on the verified leaderboard. It is created by Alibaba. Its published context window is 1M.

Is Qwen3.6 Plus good for knowledge and understanding?

Qwen3.6 Plus ranks #40 out of 52 models in knowledge and understanding benchmarks with an average score of 59.5. There are stronger options in this category.

Is Qwen3.6 Plus good for coding and programming?

Qwen3.6 Plus ranks #40 out of 122 models in coding and programming benchmarks with an average score of 53.8. There are stronger options in this category.

Is Qwen3.6 Plus good for mathematics?

Qwen3.6 Plus ranks #4 out of 7 models in mathematics benchmarks with an average score of 63. It is among the top performers in this category.

Is Qwen3.6 Plus good for reasoning and logic?

Qwen3.6 Plus has visible benchmark coverage in reasoning and logic, but BenchLM does not currently assign it a global category rank there.

Is Qwen3.6 Plus good for agentic tool use and computer tasks?

Qwen3.6 Plus ranks #103 out of 119 models in agentic tool use and computer tasks benchmarks with an average score of 37.2. There are stronger options in this category.

Is Qwen3.6 Plus good for multimodal and grounded tasks?

Qwen3.6 Plus ranks #16 out of 29 models in multimodal and grounded tasks benchmarks with an average score of 66.5. There are stronger options in this category.

Is Qwen3.6 Plus good for instruction following?

Qwen3.6 Plus ranks #14 out of 31 models in instruction following benchmarks with an average score of 86.4. There are stronger options in this category.

Is Qwen3.6 Plus good for multilingual tasks?

Qwen3.6 Plus ranks #4 out of 13 models in multilingual tasks benchmarks with an average score of 69.7. It is among the top performers in this category.

Does Qwen3.6 Plus have full benchmark coverage on BenchLM?

Not yet. Qwen3.6 Plus currently has 60 published benchmark scores out of the 323 benchmarks BenchLM tracks. BenchLM only exposes non-generated public benchmark rows, so missing categories stay blank until a sourced evaluation is available.

What is the context window size of Qwen3.6 Plus?

Qwen3.6 Plus has a published context window of 1M, which determines how much text it can process in a single interaction.

Last updated: July 23, 2026 · Runtime metrics stay blank until BenchLM has a sourced snapshot.

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