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Claude Opus 5 vs Qwen3.8 Max

Decision reading

Claude Opus 5 has the higher public score, 81.83 versus 71.76, and the 90% score intervals do not overlap.

15 results are shared. Category rows resting on Estimated evidence or different benchmark sets are marked directional and do not name a winner.

Anthropic logo
Model A
Claude Opus 5

Anthropic

81.83/100

Supported · Public rank #4

90% interval 76.886.9

Alibaba logo
Model B
Qwen3.8 Max

Alibaba

71.76/100

Supported · Public rank #11

90% interval 68.175.4

Updated September 15, 2026. Rank says Claude Opus 5 is ahead. Price, access, and your workload can each overturn that. Public scores include evidence status and uncertainty.

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Which one for your work

Recommendations appear only when a shared evidence basis or an explicit operating constraint supports the call. Secondary and unsupported use cases stay disclosed below the initial list.

  • Coding work

    Code generation, repair, and software-engineering tasks

    Claude Opus 5

    Claude Opus 5 leads on the public coding lane, 75.7 to 60.8, with Supported evidence for both models, although the 90% intervals overlap.

    Confidence: limited

  • Agentic work

    Tool use, computer use, and multi-step task completion

    Claude Opus 5

    Claude Opus 5 leads on the public agentic lane, 78.1 to 67.3, with Supported evidence for both models, although the 90% intervals overlap.

    Confidence: limited

Show secondary and unsupported calls
  • Long documents

    Prompts that approach the documented context limit

    No clear pick

    The documented context windows are equal.

    Confidence: documented

  • Chat turn cost

    1K fresh input + 500 output tokens

    Not enough matched evidence

    A complete comparable API-rate estimate is not available for both models.

    Confidence: listed-rates

  • Cache-heavy agent loop cost

    200K cached + 20K fresh input + 10K output tokens

    Not enough matched evidence

    A complete comparable API-rate estimate is not available for both models.

    Confidence: listed-rates

  • Repository review cost

    50K fresh input + 3K output tokens

    Not enough matched evidence

    A complete comparable API-rate estimate is not available for both models.

    Confidence: listed-rates

What is actually comparable

Shared results can support a head-to-head reading. Results present for only one model describe coverage, not superiority.

Shared results
15
Claude Opus 5 only
60
Qwen3.8 Max only
45
Like-for-like categories
3 / 8

1 category rests on Estimated evidence or different evidence sets. Those rows remain visible for coverage context but do not name a winner.

Category results, on a stated basis

Each row shows the public-lane category score for both models: the BenchAlign lane for agentic, coding, and knowledge, and the weighted public rows elsewhere, with the same rank each model page reports. A row is like-for-like only when both scores rest on Supported evidence or the same weighted set. Directional and not-comparable rows remain visible, but they never receive a winner.

Agentic

Like-for-like
Claude Opus 5
78.1
Supported · #2/153
Qwen3.8 Max
67.3
Supported · #9/153
Basis
BenchAlign lane · 20 vs 15 public rows
Reading
Claude Opus 5 leads · intervals overlap

Coding

Like-for-like
Claude Opus 5
75.7
Supported · #3/152
Qwen3.8 Max
60.8
Supported · #20/152
Basis
BenchAlign lane · 17 vs 12 public rows
Reading
Claude Opus 5 leads · intervals overlap

Knowledge

Like-for-like
Claude Opus 5
82.2
Supported · #3/183
Qwen3.8 Max
68.8
Supported · #17/183
Basis
BenchAlign lane · 19 vs 6 public rows
Reading
Claude Opus 5 leads · intervals overlap

Multimodal

Directional only
Claude Opus 5
88.7
#2/48
Qwen3.8 Max
87.4
#5/48
Basis
Provisional lane · 1 vs 2 weighted rows
Reading
Directional only

Reasoning

Not comparable
Claude Opus 5
75.7
#11/20
Qwen3.8 Max
86.5
Unranked · 2 rankable rows
Basis
Provisional lane · 2 vs 2 weighted rows
Reading
Not comparable

Math

Not comparable
Claude Opus 5
Not ranked
Qwen3.8 Max
Not ranked
Basis
Provisional lane · 0 vs 0 weighted rows
Reading
Not comparable

Multilingual

Not comparable
Claude Opus 5
Not ranked
Qwen3.8 Max
Not ranked
Basis
Provisional lane · 0 vs 0 weighted rows
Reading
Not comparable

Instruction following

Not comparable
Claude Opus 5
Not ranked
Qwen3.8 Max
90.7
#18/123
Basis
Provisional lane · 0 vs 1 weighted rows
Reading
Not comparable

Ranks count the models scored in each category’s lane, so the agentic, coding, and knowledge denominators (BenchAlign) differ from the provisional-lane categories. Unranked scores sit on the lane’s scale but never name a winner. Like-for-like rows within 0.5 points read as a practical tie.

Shape of the matched evidence

Only shared public evidence is shown. Sparse evidence stays a ruled list rather than being closed into a radar shape.

Too few matched category axes support a radar. The ruled list below shows only shared benchmark results; positions use each benchmark’s normalized display scale when available.

What each workload costs

Three fixed token mixes turn per-token rates into comparable decisions. Each scenario states context fit and whether cached input had to fall back to the published list-input rate.

Chat turn

1K fresh input + 500 output tokens

Claude Opus 5
$0.0175
Fits in one request
Qwen3.8 Max
API rate not published
Fits in one request

Qwen3.8 Max has no comparable published API token rate.

Repository review

50K fresh input + 3K output tokens

Claude Opus 5
$0.325
Fits in one request
Qwen3.8 Max
API rate not published
Fits in one request

Qwen3.8 Max has no comparable published API token rate.

Cache-heavy agent loop

200K cached + 20K fresh input + 10K output tokens

Claude Opus 5
$0.45
Fits in one request
Qwen3.8 Max
API rate not published
Fits in one request
Cached-input rate unavailable

Qwen3.8 Max has no comparable published API token rate.

Specification differences

Sourced differences are shown directly. Missing facts stay explicit instead of being inferred from a model name or family.

Reasoning profile

Claude Opus 5

Reasoning

Qwen3.8 Max

Reasoning

Weight access

Claude Opus 5

Proprietary

Qwen3.8 Max

Open Weight

License

Claude Opus 5

Proprietary

Qwen3.8 Max

Open Weight

Release date

Claude Opus 5

2026-07-24

Qwen3.8 Max

2026-08-03

If you already use one of these models
Deployment change
The models list different providers, so authentication, endpoint behavior, limits, and feature support may change.
Quality signal
Claude Opus 5 has the higher public score, 81.83 versus 71.76, and the 90% score intervals do not overlap.
Workload cost
A complete comparable API-rate estimate is not available for both models.
Context tradeoff
Both models list 1M.

Run the same representative tasks against both endpoints before changing production traffic.

Benchmark evidence

The full public result ledger is available for audit without forcing a wide desktop table onto a phone.

Browse raw public benchmark evidence120 rows

Agentic

  • Terminal-Bench 3.0

    Claude Opus 542.7%
    Source
    Qwen3.8 Max

    Not directly comparable

  • BrowseComp

    Claude Opus 590.8%
    Source
    Qwen3.8 Max

    Not directly comparable

  • HLE w/ tools

    Claude Opus 564.7%
    Source
    Qwen3.8 Max56.2%
    Source

    Claude Opus 5 leads this result

  • DeepSearchQA

    Claude Opus 595.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • DRACO

    Claude Opus 588.6%
    Source
    Qwen3.8 Max

    Not directly comparable

  • BrowseComp (10-agent, prerelease)

    Claude Opus 593.6%
    Source
    Qwen3.8 Max

    Not directly comparable

  • OSWorld 2.0

    Claude Opus 570.6%
    Source
    Qwen3.8 Max19.4%
    Source

    Claude Opus 5 leads this result

  • MCP Atlas

    Claude Opus 585.8%
    Source
    Qwen3.8 Max

    Not directly comparable

  • MCP-Atlas claim coverage

    Claude Opus 589.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • LAB all-pass (Anthropic harness)

    Claude Opus 523.58%
    Source
    Qwen3.8 Max

    Not directly comparable

  • LAB criterion-pass (Anthropic harness)

    Claude Opus 593.74%
    Source
    Qwen3.8 Max

    Not directly comparable

  • LAB all-pass (Harvey held-out)

    Claude Opus 511.7%
    Source
    Qwen3.8 Max

    Not directly comparable

  • LAB criterion-pass (Harvey held-out)

    Claude Opus 594.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Toolathlon-Verified

    Claude Opus 580.6%
    Source
    Qwen3.8 Max72.5%
    Source

    Claude Opus 5 leads this result

  • Toolathlon Verified Pass@3

    Claude Opus 587.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Toolathlon Verified Pass³

    Claude Opus 573.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Toolathlon Verified avg. turns

    Claude Opus 523.5 turns
    Source
    Qwen3.8 Max

    Not directly comparable

  • AutomationBench

    Claude Opus 526.0%
    Source
    Qwen3.8 Max27.3%
    Source

    Qwen3.8 Max leads this result

  • Terminal-Bench 2.1 (Vals)

    Claude Opus 584.6%
    Source
    Qwen3.8 Max67.4%
    Source

    Claude Opus 5 leads this result

  • ApprenticeBench

    Claude Opus 536%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Terminal-Bench 2.1

    Claude Opus 5
    Qwen3.8 Max86.6%
    Source

    Not directly comparable

  • CoWorkBench

    Claude Opus 5
    Qwen3.8 Max74.8%
    Source

    Not directly comparable

  • JobBench

    Claude Opus 5
    Qwen3.8 Max53.4%
    Source

    Not directly comparable

  • skillsBench

    Claude Opus 5
    Qwen3.8 Max70.2%
    Source

    Not directly comparable

  • Agents' Last Exam

    Claude Opus 5
    Qwen3.8 Max52.4%
    Source

    Not directly comparable

  • WideResearch

    Claude Opus 5
    Qwen3.8 Max81.9%
    Source

    Not directly comparable

  • OSWorld-Verified

    Claude Opus 5
    Qwen3.8 Max86.1%
    Source

    Not directly comparable

  • WebArena-Verified

    Claude Opus 5
    Qwen3.8 Max66.8%
    Source

    Not directly comparable

  • AndroidWorld

    Claude Opus 5
    Qwen3.8 Max85.3%
    Source

    Not directly comparable

  • MobileWorld

    Claude Opus 5
    Qwen3.8 Max77.8%
    Source

    Not directly comparable

Coding

  • Bug Hunt Bench

    Claude Opus 527 fixes
    Source
    Qwen3.8 Max

    Not directly comparable

  • SWE-bench Verified

    Claude Opus 596%
    Source
    Qwen3.8 Max

    Not directly comparable

  • SWE-bench Pro

    Claude Opus 579.2%
    Source
    Qwen3.8 Max67.7%
    Source

    Claude Opus 5 leads this result

  • SWE Multilingual

    Claude Opus 589.5%
    Source
    Qwen3.8 Max

    Not directly comparable

  • SWE Multimodal

    Claude Opus 559.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • DeepSWE

    Claude Opus 568.8%
    Source
    Qwen3.8 Max56.6%
    Source

    Claude Opus 5 leads this result

  • FrontierCode 1.1 Main

    Claude Opus 553.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • FrontierCode 1.1 Extended

    Claude Opus 563.6%
    Source
    Qwen3.8 Max

    Not directly comparable

  • FrontierSWE v2

    Shared source
    Claude Opus 552.0%
    Qwen3.8 Max15.8%

    Claude Opus 5 leads this result

  • ProgramBench (episode 1)

    Claude Opus 583.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • ProgramBench

    Claude Opus 593.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • cursorBench32

    Claude Opus 570.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • VulcanBench v3

    Claude Opus 587.0%
    Source
    Qwen3.8 Max81.2%
    Source

    Claude Opus 5 leads this result

  • VulcanBench CII v1

    Claude Opus 596.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • LiveCodeBench (Vals)

    Claude Opus 589.0%
    Source
    Qwen3.8 Max87.9%
    Source

    Claude Opus 5 leads this result

  • SWE-bench (Vals)

    Claude Opus 597.0%
    Source
    Qwen3.8 Max85.6%
    Source

    Claude Opus 5 leads this result

  • cursorBench40

    Claude Opus 546.6%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Terminal-Bench 2.1

    Claude Opus 5
    Qwen3.8 Max86.6%
    Source

    Not directly comparable

  • NL2Repo

    Claude Opus 5
    Qwen3.8 Max55.9%
    Source

    Not directly comparable

  • FrontierSWE

    Claude Opus 5
    Qwen3.8 Max73.5%
    Source

    Not directly comparable

  • MLS-Bench Lite

    Claude Opus 5
    Qwen3.8 Max41.0%
    Source

    Not directly comparable

  • PaperBench

    Claude Opus 5
    Qwen3.8 Max93.0%
    Source

    Not directly comparable

  • OpenHarmony Bench

    Claude Opus 5
    Qwen3.8 Max60.8%
    Source

    Not directly comparable

Reasoning

  • ARC-AGI-1

    Claude Opus 597.50%
    Source
    Qwen3.8 Max

    Not directly comparable

  • ARC-AGI-2

    Claude Opus 590.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • ARC-AGI-3

    Claude Opus 530.2%
    Source
    Qwen3.8 Max

    Not directly comparable

  • MRCRv2

    Claude Opus 5
    Qwen3.8 Max92.9%
    Source

    Not directly comparable

  • LongBench v2

    Claude Opus 5
    Qwen3.8 Max66.3%
    Source

    Not directly comparable

Knowledge

  • HLE

    Claude Opus 564.7%
    Source
    Qwen3.8 Max43.6%
    Source

    Claude Opus 5 leads this result

  • HLE w/o tools

    Claude Opus 556.3%
    Source
    Qwen3.8 Max43.6%
    Source

    Claude Opus 5 leads this result

  • HLE-Verified

    Claude Opus 554.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • LABBench2

    Claude Opus 584.2%
    Source
    Qwen3.8 Max

    Not directly comparable

  • HealthBench (raw)

    Claude Opus 567.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • HealthBench (length-adjusted)

    Claude Opus 557.8%
    Source
    Qwen3.8 Max

    Not directly comparable

  • HealthBench Professional

    Claude Opus 559.8%
    Source
    Qwen3.8 Max

    Not directly comparable

  • HealthBench Professional (raw)

    Claude Opus 573.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • BioMysteryBench (human-solvable)

    Claude Opus 590.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • BioMysteryBench (human-difficult)

    Claude Opus 549.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • SpatialBench Verified

    Claude Opus 572.5%
    Source
    Qwen3.8 Max

    Not directly comparable

  • SingleCellBench

    Claude Opus 560.6%
    Source
    Qwen3.8 Max

    Not directly comparable

  • ProteinGym Hard

    Claude Opus 547.7%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Protein Design

    Claude Opus 542.5%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Organic chemistry V2

    Claude Opus 561.6%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Protocols (troubleshooting)

    Claude Opus 561.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Protocols (understanding)

    Claude Opus 578.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • GPQA Diamond (Vals)

    Claude Opus 593.4%
    Source
    Qwen3.8 Max93.7%
    Source

    Qwen3.8 Max leads this result

  • MMLU-Pro (Vals)

    Claude Opus 591.6%
    Source
    Qwen3.8 Max88.6%
    Source

    Claude Opus 5 leads this result

  • GPQA

    Claude Opus 5
    Qwen3.8 Max92.6%
    Source

    Not directly comparable

  • GPQA-D

    Claude Opus 5
    Qwen3.8 Max92.6%
    Source

    Not directly comparable

Math

  • IMO 2026

    Claude Opus 542/42
    Source
    Qwen3.8 Max

    Not directly comparable

  • RiemannBench (no tools)

    Claude Opus 560.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • RiemannBench (tools)

    Claude Opus 579.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • ArXivMath Jun. 2026 (no tools)

    Claude Opus 590.8%
    Source
    Qwen3.8 Max

    Not directly comparable

  • ArXivMath Jun. 2026 (tools)

    Claude Opus 591.3%
    Source
    Qwen3.8 Max

    Not directly comparable

Multilingual

  • GMMLU

    Claude Opus 592.5%
    Source
    Qwen3.8 Max

    Not directly comparable

  • MILU

    Claude Opus 592.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • INCLUDE

    Claude Opus 589.8%
    Source
    Qwen3.8 Max

    Not directly comparable

Multimodal

  • Chartography (no tools)

    Claude Opus 529.6%
    Source
    Qwen3.8 Max

    Not directly comparable

  • Chartography (tools)

    Claude Opus 583.0%
    Source
    Qwen3.8 Max

    Not directly comparable

  • BenchCAD Vision2Code (no tools)

    Claude Opus 50.366
    Source
    Qwen3.8 Max

    Not directly comparable

  • BenchCAD Vision2Code (tools)

    Claude Opus 50.821
    Source
    Qwen3.8 Max

    Not directly comparable

  • GDP.pdf (no tools)

    Claude Opus 583.4%
    Source
    Qwen3.8 Max

    Not directly comparable

  • GDP.pdf (tools)

    Claude Opus 585.5%
    Source
    Qwen3.8 Max

    Not directly comparable

  • OfficeQA

    Claude Opus 578.1%
    Source
    Qwen3.8 Max

    Not directly comparable

  • OfficeQA Pro

    Claude Opus 566.9%
    Source
    Qwen3.8 Max

    Not directly comparable

  • MMMU-Pro

    Claude Opus 5
    Qwen3.8 Max82.3%
    Source

    Not directly comparable

  • MathVision

    Claude Opus 5
    Qwen3.8 Max95.2%
    Source

    Not directly comparable

  • MathVision w/ Python

    Claude Opus 5
    Qwen3.8 Max97.7%
    Source

    Not directly comparable

  • BabyVision

    Claude Opus 5
    Qwen3.8 Max82.0%
    Source

    Not directly comparable

  • BabyVision w/ Python

    Claude Opus 5
    Qwen3.8 Max91.3%
    Source

    Not directly comparable

  • ZeroBench

    Claude Opus 5
    Qwen3.8 Max24.0%
    Source

    Not directly comparable

  • ZeroBench w/ Python

    Claude Opus 5
    Qwen3.8 Max49.0%
    Source

    Not directly comparable

  • MedXpertQA (MM)

    Claude Opus 5
    Qwen3.8 Max80.4%
    Source

    Not directly comparable

  • ScreenSpot Pro

    Claude Opus 5
    Qwen3.8 Max84.5%
    Source

    Not directly comparable

  • Vision2Web

    Claude Opus 5
    Qwen3.8 Max69.0%
    Source

    Not directly comparable

  • CharXiv w/o tools

    Claude Opus 5
    Qwen3.8 Max88.4%
    Source

    Not directly comparable

  • CharXiv

    Claude Opus 5
    Qwen3.8 Max93.5%
    Source

    Not directly comparable

  • OmniDocBench 1.5

    Claude Opus 5
    Qwen3.8 Max92.1%
    Source

    Not directly comparable

  • OCRBench V2

    Claude Opus 5
    Qwen3.8 Max74.2%
    Source

    Not directly comparable

  • CC-OCR

    Claude Opus 5
    Qwen3.8 Max79.6%
    Source

    Not directly comparable

  • RealWorldQA

    Claude Opus 5
    Qwen3.8 Max88.0%
    Source

    Not directly comparable

  • ERQA

    Claude Opus 5
    Qwen3.8 Max77.8%
    Source

    Not directly comparable

  • SimpleVQA

    Claude Opus 5
    Qwen3.8 Max75.0%
    Source

    Not directly comparable

  • PerceptionBench

    Claude Opus 5
    Qwen3.8 Max63.5%
    Source

    Not directly comparable

  • Video-MME (with subtitle)

    Claude Opus 5
    Qwen3.8 Max90.4%
    Source

    Not directly comparable

  • VideoMMMU

    Claude Opus 5
    Qwen3.8 Max88.7%
    Source

    Not directly comparable

  • MMVU

    Claude Opus 5
    Qwen3.8 Max82.4%
    Source

    Not directly comparable

  • MLVU (M-Avg)

    Claude Opus 5
    Qwen3.8 Max90.8%
    Source

    Not directly comparable

  • LVBench

    Claude Opus 5
    Qwen3.8 Max81.8%
    Source

    Not directly comparable

Instruction following

  • IFBench

    Claude Opus 5
    Qwen3.8 Max82.8%
    Source

    Not directly comparable

Questions

Which is better, Claude Opus 5 or Qwen3.8 Max?

Claude Opus 5 has the higher public score, 81.83 versus 71.76, and the 90% score intervals do not overlap. That is the clearest overall quality signal in the current public data.

Which is better for coding, Claude Opus 5 or Qwen3.8 Max?

Claude Opus 5 leads the public coding lane, 75.7 to 60.8, with Supported evidence for both models, although the 90% intervals overlap.

Which is better for agentic tasks, Claude Opus 5 or Qwen3.8 Max?

Claude Opus 5 leads the public agentic tasks lane, 78.1 to 67.3, with Supported evidence for both models, although the 90% intervals overlap.

Which costs less, Claude Opus 5 or Qwen3.8 Max?

Both models do not have comparable published API token rates, so this page does not name a universal price winner.

Which has the larger context window, Claude Opus 5 or Qwen3.8 Max?

Both models list the same context window, 1M.

Related comparisons

Last updated September 15, 2026

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