Qwen3.8 Max
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Benchmarks
ⓘ Intelligence.ai (formerly DesignArena) publishes this result at product/family scope without an effort setting. It is attached exactly once to qwen3.8-max::default, the deterministic family representative used by collapsed comparisons; this does not assert that Intelligence.ai tested this specific effort setting.
MODEL EVIDENCE
Benchmark sheet
19 / 73 registered benchmark versions covered · 23 observations including existing index snapshots.
Composite retains Coding Agent v1.4 · source 2026-09-09
The five Composite inputs remain unchanged. Its Coding Agent input is the median across complete harness results in the retained v1.4 snapshot from 2026-09-09. Artificial Analysis now publishes v1.5, with different components. Explore current v1.5 separately. Dated snapshot labels on other indices identify unversioned source captures, not a verified semantic version.
Profile signals
No threshold-crossing signal · 18 eligible benchmark families
How flags are calculated
Heuristic screen, not statistical significance: benchmark families are correlated and source uncertainty is unknown. Peer evidence needs ≥ 20 independently measured matched configurations from ≥ 10 distinct model families. A flag needs a directed population z-score of magnitude ≥ 1.5 and a gap of ≥ 1.5 from the leave-one-benchmark-family-out mean z in the same direction, over ≥ 5 other benchmark families.
Protocol-compatible measured/vendor divergences
No verified protocol-compatible vendor/measured pair is available for this model; agreement cannot be assessed.
Agentic
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| AA-Briefcase Version snapshot-2026-09-10 | Published board Tests multi-week professional knowledge-work projects with linked tasks and large source collections. | 1387.89 Elomeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA-Briefcase · snapshot-2026-09-10 · Published board Exact value: 1387.89 EloObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:briefcaseBreakdown.overall.elo |
| GDPval-AA v2 Version 2 | Published board Tests professional knowledge-work deliverables across occupations using AA's Stirrup harness. | 1630.39 Elomeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: GDPval-AA v2 · 2 · Published board Exact value: 1630.39 EloObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:gdpval |
| Terminal-Bench v2.1 (AA) Version 2.1 | Published board Tests terminal-based work on the 89-task verified refresh using Terminus 2. | 0.81273 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Terminal-Bench v2.1 (AA) · 2.1 · Published board Exact value: 0.812734082397004 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:terminalbenchV21 |
| Terminal-Bench v4.0 (AA) Version 4.0 | Published board Tests terminal-based work on the 66-task release using mini-SWE-agent v2.4.6. | 0.18687 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Terminal-Bench v4.0 (AA) · 4.0 · Published board Exact value: 0.186868686868687 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:terminalbenchV40 |
Coding
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| Artificial Analysis Coding Agent Index v1.4 Version 1.4 | Claude Code The retained AA Coding Agent Index measures coding-agent systems using the earlier three-component implementation. | 0.6131 fractionmeasuredobserved 2026-09-09artificialanalysis.ai ↗ EvidenceAxis: Artificial Analysis Coding Agent Index v1.4 · 1.4 · Claude Code Exact value: 0.6131027159527611 fractionObserved: 2026-09-09 · publication date: not recorded Observation id: aa-coding:1.4:30Source: https://artificialanalysis.ai/ |
| Artificial Analysis Coding Agent Index v1.5 Version 1.5 | Claude Code Measures coding-agent systems on DeepSWE v1.1, Terminal-Bench 4.0 and SWE-Atlas-QnA. | 0.43265 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Artificial Analysis Coding Agent Index v1.5 · 1.5 · Claude Code Exact value: 0.43265296412598736 fractionObserved: 2026-09-10 · publication date: not recorded Observation id: aa-coding:1.5:cd4c865dc2f539b650d741fd2ebf7f2d |
| SciCode (AA subproblems) Version 1.0.1 | Published board Tests scientific Python programming with scientist-annotated background information. | 0.53241 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: SciCode (AA subproblems) · 1.0.1 · Published board Exact value: 0.532407407407407 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:scicode |
| AA Coding Index Version snapshot-2026-09-10 (unversioned) | Published board Published AA index from the retained API snapshot. No verified semantic version was supplied. | 71.8 pointsmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA Coding Index · snapshot-2026-09-10 (unversioned) · Published board Exact value: 71.8 pointsObserved: 2026-09-10 · publication date: not recorded Observation id: legacy:aa_coding_index:qwen3.8-max::defaultProtocol: inspect · file data/raw/artificialanalysis.json |
| DesignArena Frontend Version snapshot-2026-09-10 (unversioned) | Published board Published Elo. Exact source attachment is retained; fewer than 200 battles excludes a row from radar normalization and anomaly peers. | 1323 Elomeasured1448 battlesobserved 2026-09-10designarena.ai ↗ EvidenceAxis: DesignArena Frontend · snapshot-2026-09-10 (unversioned) · Published board Exact value: 1323 EloObserved: 2026-09-10 · publication date: not recorded Observation id: legacy:frontend:qwen3.8-max::defaultSource: https://www.designarena.ai/ Protocol: inspect · file data/raw/designarena.json |
| DesignArena Full-Stack Version snapshot-2026-09-10 (unversioned) | Published board Published Elo. Exact source attachment is retained; fewer than 200 battles excludes a row from radar normalization and anomaly peers. | 1312 Elomeasured1222 battlesobserved 2026-09-10designarena.ai ↗ EvidenceAxis: DesignArena Full-Stack · snapshot-2026-09-10 (unversioned) · Published board Exact value: 1312 EloObserved: 2026-09-10 · publication date: not recorded Observation id: legacy:fullstack:qwen3.8-max::defaultSource: https://www.designarena.ai/ Protocol: inspect · file data/raw/designarena.json |
Knowledge
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| Humanity's Last Exam (AA text-only) Version snapshot-2026-09-10 | Published board Tests expert-level knowledge on AA's text-only Humanity's Last Exam subset. | 0.43049 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: Humanity's Last Exam (AA text-only) · snapshot-2026-09-10 · Published board Exact value: 0.430491195551437 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:hle |
| AA-Omniscience Index Version snapshot-2026-09-10 | Published board Tests factual reliability while rewarding correct answers and penalizing hallucinations. | 3.4 pointsmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA-Omniscience Index · snapshot-2026-09-10 · Published board Exact value: 3.4 pointsObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:omniscience |
Long-context
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| GDP.pdf (AA) Version snapshot-2026-09-10 | Published board Tests professional reasoning over long PDFs with AA document preparation and grading. | 0.202 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: GDP.pdf (AA) · snapshot-2026-09-10 · Published board Exact value: 0.202 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:gdpPdfAllPass |
| AA-LCR v1.1 Version 1.1 | Published board Tests reasoning across multiple long documents with corrected answer keys and grading. | 0.78333 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA-LCR v1.1 · 1.1 · Published board Exact value: 0.783333333333333 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:lcr |
| MLCR-AA Version snapshot-2026-09-10 | Published board Tests medical-record synthesis and reasoning across long, fragmented case documents. | 0.19444 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: MLCR-AA · snapshot-2026-09-10 · Published board Exact value: 0.194444444444444 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:mlcrOverall |
Reasoning
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| AA Intelligence Index Version snapshot-2026-09-10 (unversioned) | Published board Published AA index from the retained API snapshot. No verified semantic version was supplied. | 40.3 pointsmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AA Intelligence Index · snapshot-2026-09-10 (unversioned) · Published board Exact value: 40.3 pointsObserved: 2026-09-10 · publication date: not recorded Observation id: legacy:aa_intelligence_index:qwen3.8-max::defaultProtocol: inspect · file data/raw/artificialanalysis.json |
Roleplay
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| Japanese-RP-Bench v2 (tegnike fork) Version 2 | Published board Fork of Japanese-RP-Bench adding v2 metrics for role fidelity, conversation quality, persona stability, robustness, and recovery in Japanese roleplay. | 87.66 pointsmeasuredobserved 2026-09-10raw.githubusercontent.com ↗ EvidenceAxis: Japanese-RP-Bench v2 (tegnike fork) · 2 · Published board Exact value: 87.66 pointsObserved: 2026-09-10T21:53:18Z · publication date: not recorded Observation id: public:0052589720e9743635359590 |
Science
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| CritPt (AA) Version snapshot-2026-09-10 | Published board Tests research-level physics reasoning with Python, symbolic and numerical answers. | 0.2 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: CritPt (AA) · snapshot-2026-09-10 · Published board Exact value: 0.2 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:critpt |
| GPQA Diamond (AA) Version snapshot-2026-09-10 | Published board Tests graduate-level biology, physics and chemistry knowledge on the Diamond subset. | 0.92727 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: GPQA Diamond (AA) · snapshot-2026-09-10 · Published board Exact value: 0.927272727272727 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:gpqa |
Tool-use
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| AutomationBench-AA Version 1.0.6 | Published board Tests multi-app SaaS workflows through REST tools on a held-out AutomationBench split. | 0.49232 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: AutomationBench-AA · 1.0.6 · Published board Exact value: 0.4923210407553669 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:automationBenchPartialScore |
| τ³-Banking (AA) Version 1.0.1 | Published board Tests banking support agents that retrieve policies and change account state through tools. | 0.5134 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: τ³-Banking (AA) · 1.0.1 · Published board Exact value: 0.51340206185567 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:tauBanking |
Vision
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| MMMU Pro (AA) Version snapshot-2026-09-10 | Published board Tests multimodal understanding using challenging ten-option questions. | 0.82312 fractionmeasuredobserved 2026-09-10artificialanalysis.ai ↗ EvidenceAxis: MMMU Pro (AA) · snapshot-2026-09-10 · Published board Exact value: 0.823121387283237 fractionObserved: 2026-09-10T21:47:16.627Z · publication date: not recorded Observation id: aa:5e5b4ce7-bc54-47b2-b911-21b9cad8394c:mmmuPro |
Writing
| Benchmark / version | Evaluation group | Score / provenance |
|---|---|---|
| The Slop Index Version snapshot-2026-09-10 | Published board Leaderboard scoring how much each model's writing reads like chatbot slop versus pre-AI human writing, blending live arena votes with four mechanical axes. | 28.6 pointsmeasuredobserved 2026-09-10theslopindex.com ↗ EvidenceAxis: The Slop Index · snapshot-2026-09-10 · Published board Exact value: 28.6 pointsObserved: 2026-09-10T23:12:30.991903+00:00 · publication date: not recorded Observation id: public:c561b012a2d46b1a01ddac9e |
Missing coverage · 54 benchmark versions
No result does not mean a zero, or that the model was never tested. Collection failures and disputed versions retain their distinct status.
- AIME 2025 (AA) · 2025
Unknown: no published result matched to this configuration.
- AA-AnalystAgent · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- APEX-Agents-AA · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- EnterpriseOps-Gym-AA · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Harvey LAB-AA · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- IFBench (AA single-turn) · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- ITBench-AA · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- LiveCodeBench (AA historical field) · snapshot-2026-09-10
contested: Exact evaluation task window is unknown.
- τ²-Bench Telecom (AA) · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Terminal-Bench Hard (AA) · 74221fb
Unknown: no published result matched to this configuration.
- Aider Polyglot · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- ARC-AGI-1 · 1
Unknown: no published result matched to this configuration.
- ARC-AGI-2 · 2
Unknown: no published result matched to this configuration.
- ARC-AGI-3 · 3
Unknown: no published result matched to this configuration.
- BuzzBench · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- CritPt · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- EQ-Bench 4 · 4
Unknown: no published result matched to this configuration.
- EQ-Bench Creative Writing v3 · 3
Unknown: no published result matched to this configuration.
- Judgemark v4 · 4
Unknown: no published result matched to this configuration.
- EQ-Bench Longform Creative Writing · v1.11
Unknown: no published result matched to this configuration.
- Slop Score · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- HELMET · snapshot-2026-09-10
manual required: Suite uses heterogeneous task/context metrics; no universal headline is published.
- Humanity's Last Exam (HLE) · snapshot-2026-09-10
manual required: README sample output is not attributable to a model and is not a current result.
- IFBench · snapshot-2026-09-10
manual required: Captured README specifies evaluation, not a named-model result.
- Japanese-RP-Bench (Aratako) · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- LiveBench · 2026-06-25
Unknown: no published result matched to this configuration.
- LongBench v2 · 2
Unknown: no published result matched to this configuration.
- LLM Creative Story-Writing Benchmark · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- LLM Divergent Thinking Creativity Benchmark · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Elimination Game Benchmark · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- MMMU · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- OTIS Mock AIME 2024-2025 · 2024-2025
contested: Captured July-2025 result predates the registered exact-match grading protocol; withheld.
- PingPong English (unadjusted mean) · 2
Unknown: no published result matched to this configuration.
- RP-Bench Community Elo · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- RULER · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SciCode · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SimpleBench · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SlopBench · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Spiral-Bench · 1.2
Unknown: no published result matched to this configuration.
- SWE-bench Multilingual · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SWE-bench Multimodal · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SWE-Bench Pro Public · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- SWE-bench Verified · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- τ²-bench · 2
Unknown: no published result matched to this configuration.
- τ³-Banking · 1.0.1
Unknown: no published result matched to this configuration.
- τ³-Voice · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Terminal-Bench · 4.0
Unknown: no published result matched to this configuration.
- Towards AI Editorial Writing · snapshot-2026-09-10
manual required: Private protocol and visually reported X values require xplainervideo capture and primary evidence review.
- UGI NatInt · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- UGI Willingness · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- UGI Writing · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- UGI · snapshot-2026-09-10
Unknown: no published result matched to this configuration.
- Vending-Bench 2 · 2
Unknown: no published result matched to this configuration.
- WeirdML · 2
Unknown: no published result matched to this configuration.
Token offers by platform — Adjusted $/task
Adjusted costs are modeled USD per task: AA output tokens × OpenRouter usage I/O (Chutes global fallback). These are general usage and benchmark proxies for coding-agent work. Missing AA data assumes 1,000 output tokens/task; unknown cache hit assumes 0%; unmeasured additional cache writes assume 0 tokens. Click any underlined price for exact inputs, dates and assumptions. Raw list prices use the selected fixed input/output blend, in USD per million tokens.
0 offers within the active global filters; “—” means the catalog is active but no public token price is available.
No token offers match the active global filters.