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Model comparison

Qwen3.6-27B vs Qwen3.7 Plus

Data verified

Head-to-head evidence from 41 shared benchmark results across 7 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

53.82/100
Margin
13.4pts
winning →
67.22/100
1 category wins4 category wins

Public leaderboard positions: Qwen3.6-27B #93 (Estimated); Qwen3.7 Plus #21 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Qwen3.6-27B and Qwen3.7 Plus share 41 comparable benchmark results. 5 of 8 categories are comparable. 13 results are unique to Qwen3.6-27B; 28 to Qwen3.7 Plus.

Updated July 23, 2026
Shared results
41
Qwen3.6-27B only
13
Qwen3.7 Plus only
28
Comparable categories
5 / 8

Pick Qwen3.7 Plus if you want the stronger benchmark profile. Qwen3.6-27B only becomes the better choice if coding is the priority.

Confidence note. This is a partial-evidence comparison with 41 shared benchmark results across 7 evidence categories; 5 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Qwen3.7 Plus is clearly ahead on the BenchAlign aggregate, 67.22 to 53.82. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Qwen3.7 Plus's sharpest advantage is in agentic, where it averages 71.7 against 59.3. The single biggest benchmark swing on the page is Terminal-Bench 2.0, 59.3% to 70.3%. Qwen3.6-27B does hit back in coding, so the answer changes if that is the part of the workload you care about most.

Qwen3.7 Plus gives you the larger context window at 1M, compared with 262K for Qwen3.6-27B.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for Qwen3.6-27B and Qwen3.7 Plus
CategoryQwen3.6-27BΔQwen3.7 Plus
AgenticQwen3.6-27B59.3Margin 12.4Qwen3.7 Plus71.7
KnowledgeQwen3.6-27B53.3Margin 6.8Qwen3.7 Plus60.1
MultimodalQwen3.6-27B76.7Margin 4.8Qwen3.7 Plus81.5
MathQwen3.6-27B89.2Margin 3.7Qwen3.7 Plus92.9
CodingQwen3.6-27B77.5Margin 1.9Qwen3.7 Plus75.6
ReasoningQwen3.6-27BNot measuredMarginNo overlapQwen3.7 Plus91.7
MultilingualQwen3.6-27BNot measuredMarginNo overlapQwen3.7 Plus85.4
Inst. FollowingQwen3.6-27BNot measuredMarginNo overlapQwen3.7 Plus84.5

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Qwen3.6-27BB · Qwen3.7 Plus
  1. Terminal-Bench 2.0

    Agentic
    Source ↗
    A 59.3%B 70.3%
    Winner: Qwen3.7 PlusΔ 11
    Terminal-Bench 2.0: Qwen3.6-27B scored 59.3%; Qwen3.7 Plus scored 70.3%. Qwen3.7 Plus wins this benchmark.
  2. HLE

    Knowledge
    Source ↗
    A 24%B 34.7%
    Winner: Qwen3.7 PlusΔ 10.7
    HLE: Qwen3.6-27B scored 24%; Qwen3.7 Plus scored 34.7%. Qwen3.7 Plus wins this benchmark.
  3. HMMT Feb 2026

    Math
    Source ↗
    A 84.3%B 92.9%
    Winner: Qwen3.7 PlusΔ 8.6
    HMMT Feb 2026: Qwen3.6-27B scored 84.3%; Qwen3.7 Plus scored 92.9%. Qwen3.7 Plus wins this benchmark.
  4. CharXiv

    Multimodal
    Source ↗
    A 78.4%B 85.9%
    Winner: Qwen3.7 PlusΔ 7.5
    CharXiv: Qwen3.6-27B scored 78.4%; Qwen3.7 Plus scored 85.9%. Qwen3.7 Plus wins this benchmark.
  5. LiveCodeBench

    Coding
    Source ↗
    A 83.9%B 89.6%
    Winner: Qwen3.7 PlusΔ 5.7
    LiveCodeBench: Qwen3.6-27B scored 83.9%; Qwen3.7 Plus scored 89.6%. Qwen3.7 Plus wins this benchmark.

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricQwen3.6-27BQwen3.7 PlusComparison
Input / output priceUSD per 1M tokensQwen3.6-27B$0 input / $0 outputQwen3.7 PlusNot availableA complete price comparison is not available.
Generation speedtokens per secondQwen3.6-27BNot availableQwen3.7 PlusNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenQwen3.6-27BNot availableQwen3.7 PlusNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensQwen3.6-27B262KQwen3.7 Plus1MQwen3.7 Plus lists the larger context window.

Benchmark Deep Dive

AgenticQwen3.7 Plus wins
BenchmarkQwen3.6-27BQwen3.7 PlusResult
Terminal-Bench 2.0Source 59.3%70.3%Qwen3.7 Plus leads
Claw-EvalSource 72.4%62.7%Qwen3.6-27B leads
QwenClawBenchSource 53.4%61.8%Qwen3.7 Plus leads
QwenWebBenchSource 14871536Qwen3.7 Plus leads
AndroidWorldSource 70.3%81.0%Qwen3.7 Plus leads
AA Agentic IndexSource 27.0%20.8%Qwen3.6-27B leads
τ²-bench resultsSource 94.2%93%Qwen3.6-27B leads
GDPval-AASource 32.0%21.8%Qwen3.6-27B leads
GDPval-AASource 1140936Qwen3.6-27B leads
Gert LabsSource 54.84%Not comparable
BFCL v4Source 72.9%Not comparable
MCP AtlasSource 73.2%Not comparable
VITA-BenchSource 45.6%Not comparable
DeepPlanningSource 62.3%Not comparable
OSWorld-VerifiedSource 73.3%Not comparable
APEX-Agents-AASource 22.4%Not comparable
OSWorld 2.0Source 2.8%Not comparable
CodingQwen3.6-27B wins
BenchmarkQwen3.6-27BQwen3.7 PlusResult
SWE-bench VerifiedSource 77.2%77.7%Qwen3.7 Plus leads
SWE MultilingualSource 71.3%75.8%Qwen3.7 Plus leads
SWE-bench ProSource 53.5%57.6%Qwen3.7 Plus leads
Terminal-Bench 2.0Source 59.3%70.3%Qwen3.7 Plus leads
LiveCodeBenchSource 83.9%89.6%Qwen3.7 Plus leads
NL2RepoSource 36.2%41.1%Qwen3.7 Plus leads
AA Coding IndexSource 53.7%55.9%Qwen3.7 Plus leads
AA-SciCodeSource 39.8%45.5%Qwen3.7 Plus leads
SciCodeSource 51.3%Not comparable
Reasoning
BenchmarkQwen3.6-27BQwen3.7 PlusResult
AA-LCRSource 68.7%65.0%Qwen3.6-27B leads
CritPtSource 1.1%9.1%Qwen3.7 Plus leads
MRCRv2Source 91.7%Not comparable
KnowledgeQwen3.7 Plus wins
BenchmarkQwen3.6-27BQwen3.7 PlusResult
MMLU-ProSource 86.2%88.5%Qwen3.7 Plus leads
MMLU-ReduxSource 93.5%94.5%Qwen3.7 Plus leads
SuperGPQASource 66%71.4%Qwen3.7 Plus leads
C-EvalSource 91.4%Not comparable
GPQASource 87.8%90.3%Qwen3.7 Plus leads
HLESource 24%34.7%Qwen3.7 Plus leads
Artificial Analysis Intelligence IndexSource 37.0%39.0%Qwen3.7 Plus leads
AA-GPQA DiamondSource 84.2%90.0%Qwen3.7 Plus leads
AA-HLESource 21.6%33.4%Qwen3.7 Plus leads
AA-Omniscience IndexSource -19.8%2.4%Qwen3.7 Plus leads
AA-Omniscience AccuracySource 19.2%22.2%Qwen3.7 Plus leads
AA-Omniscience Hallucination RateSource 48.3%25.5%Qwen3.7 Plus leads
GPQA-DSource 90.3%Not comparable
MMMLUSource 89.0%Not comparable
MathQwen3.7 Plus wins
BenchmarkQwen3.6-27BQwen3.7 PlusResult
HMMT Feb 2025Source 93.8%Not comparable
HMMT Nov 2025Source 90.7%Not comparable
HMMT Feb 2026Source 84.3%92.9%Qwen3.7 Plus leads
MMAnswerBenchSource 80.8%Not comparable
AIME26Source 94.1%Not comparable
IMOAnswerBenchSource 86.0%Not comparable
ApexSource 22.7%Not comparable
Multilingual
BenchmarkQwen3.6-27BQwen3.7 PlusResult
MMLU-ProXSource 85.4%Not comparable
NOVA-63Source 58.8%Not comparable
INCLUDESource 83.0%Not comparable
MAXIFESource 88.8%Not comparable
PolyMathSource 84.0%Not comparable
MultimodalQwen3.7 Plus wins
BenchmarkQwen3.6-27BQwen3.7 PlusResult
MMMUSource 82.9%Not comparable
MMMU-ProSource 75.8%79%Qwen3.7 Plus leads
RealWorldQASource 84.1%86.9%Qwen3.7 Plus leads
DynaMathSource 85.6%Not comparable
MStarSource 81.4%Not comparable
SimpleVQASource 56.1%81.7%Qwen3.7 Plus leads
CharXivSource 78.4%85.9%Qwen3.7 Plus leads
CC-OCRSource 81.2%Not comparable
CountBenchSource 97.8%Not comparable
RefCOCO (avg)Source 92.5%Not comparable
ERQASource 62.5%69.8%Qwen3.7 Plus leads
Video-MME (with subtitle)Source 87.7%88.0%Qwen3.7 Plus leads
VideoMMMUSource 84.4%85.4%Qwen3.7 Plus leads
MLVU (M-Avg)Source 86.6%87.4%Qwen3.7 Plus leads
V*Source 94.7%Not comparable
AA-MMMU-ProSource 74.6%80.5%Qwen3.7 Plus leads
MathVisionSource 90.3%Not comparable
MedXpertQA (MM)Source 71.0%Not comparable
ScreenSpot ProSource 79.0%Not comparable
MMSearch-PlusSource 41.4%Not comparable
OmniDocBench 1.5Source 91.4%Not comparable
OCRBench V2Source 70.7%Not comparable
ODINW13Source 51.1%Not comparable
Design Arena WebsiteSource 1288Not comparable
Inst. Following
BenchmarkQwen3.6-27BQwen3.7 PlusResult
AA-IFBenchSource 67.6%78.0%Qwen3.7 Plus leads
IFEvalSource 94.6%Not comparable
IFBenchSource 79.1%Not comparable
Frequently Asked Questions (6)

Which is better, Qwen3.6-27B or Qwen3.7 Plus?

Qwen3.7 Plus is ahead on BenchLM's BenchAlign leaderboard, 67.22 to 53.82. The biggest single separator in this matchup is Terminal-Bench 2.0, where the scores are 59.3% and 70.3%.

Which is better for knowledge tasks, Qwen3.6-27B or Qwen3.7 Plus?

Qwen3.7 Plus has the edge for knowledge tasks in this comparison, averaging 60.1 versus 53.3. Inside this category, AA-Omniscience Hallucination Rate is the benchmark that creates the most daylight between them.

Which is better for coding, Qwen3.6-27B or Qwen3.7 Plus?

Qwen3.6-27B has the edge for coding in this comparison, averaging 77.5 versus 75.6. Inside this category, Terminal-Bench 2.0 is the benchmark that creates the most daylight between them.

Which is better for math, Qwen3.6-27B or Qwen3.7 Plus?

Qwen3.7 Plus has the edge for math in this comparison, averaging 92.9 versus 89.2. Inside this category, HMMT Feb 2026 is the benchmark that creates the most daylight between them.

Which is better for agentic tasks, Qwen3.6-27B or Qwen3.7 Plus?

Qwen3.7 Plus has the edge for agentic tasks in this comparison, averaging 71.7 versus 59.3. Inside this category, GDPval-AA is the benchmark that creates the most daylight between them.

Which is better for multimodal and grounded tasks, Qwen3.6-27B or Qwen3.7 Plus?

Qwen3.7 Plus has the edge for multimodal and grounded tasks in this comparison, averaging 81.5 versus 76.7. Inside this category, SimpleVQA is the benchmark that creates the most daylight between them.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

Qwen3.6-27B
API / mo$0
Self-host / mo$429
Break-even
Qwen3.7 Plus
API / mo$0
Self-host / moNot listed
Break-even
Proprietary model — self-hosting not applicable.
Model the full break-even

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Last updated: July 23, 2026

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