Qwen3.6-35B-A3B
Qwen3.6-35B-A3B is the first open-weight variant of the Qwen3.6 series, a multimodal Mixture-of-Experts model with 35B total parameters and 3B activated. It pairs a vision encoder with a hybrid 40-layer language model that interleaves Gated DeltaNet linear-attention blocks and Gated Attention blocks (10 × (3 × DeltaNet + 1 × Attention)) over 256 experts (8 routed + 1 shared, expert dim 512). The release prioritizes stability and real-world utility, with substantial gains in agentic coding (frontend workflows, repo-level reasoning) and a new option to preserve reasoning context across turns. Native context length is 262K tokens, extensible to ~1M via YaRN, and the model thinks by default.
Identité
| Organisation | Alibaba Cloud / Qwen Team |
|---|---|
| Pays | — |
| Famille | — |
| Type | llm |
| Date de sortie | 2026-04-16 |
| Licence | apache 2.0 |
| Licence commerciale | oui |
| Licence open source | oui |
| Poids ouverts | oui |
| Auto-hébergement (DGX Spark) | oui — ≤ 107 Md (Q8/FP8) |
| Modalités | image|text|video |
| Fenêtre de contexte | 262 144 |
| KV cache / token (Q8) | 41.0 ko/token |
| Paramètres totaux | 35 B |
| Paramètres actifs (session) | 3 B |
| Source des paramètres actifs | actifs : nom (heuristique) ; total : config Hugging Face (Qwen/Qwen3.6-35B-A3B) |
| Curation des paramètres actifs | 2026-11-04 |
| Prix par session | 0.29 $ (1 000 000 tokens entrée + 200 000 sortie, prix le moins cher par fournisseur) |
| Tokens / tâche (Data Players) | 1.2 M |
| Tokens / tâche (Terminal-Bench) | 83.3 M (est.) |
| Ratio Terminal-Bench / Data Players | 69.4× |
| Coût / tâche (Terminal-Bench) | 2.44 $ (est.) |
| Tokens d'entraînement | — |
| Coupure de connaissance | — |
| Créé le | 2026-05-07T16:53:39.141241Z |
| Mis à jour le | 2026-11-04T06:05:10.976279Z |
| Source | LLM Stats |
| URL | https://llm-stats.com/models/qwen3.6-35b-a3b |
IA Act — preuves fournisseur
| Critère | Note / 5 | Poids |
|---|---|---|
| Documentation technique | 2,5 | 5 % |
| Résumé des données d'entraînement | 2,5 | 35 % |
| Conformité droit d'auteur | 2,5 | 35 % |
| Code of Practice GPAI | 1,2 | 20 % |
| Risque systémique | 0,0 | 5 % |
Curation : 2026-10-23.
IA ActPrix par fournisseur
Statut du modèle (offres + auto-hébergement) : souverain — via AKI.IO (cortecs), Scaleway (cortecs, scaleway).
Toutes sources confondues : catalogue llm-stats, routeurs EUrouter/Cortecs et catalogues directs (OVHcloud, Scaleway, Infomaniak). Les prix sont convertis en USD pour la comparaison ; le prix publié et le taux BCE utilisé sont dans l'infobulle. Les prix inconnus restent indiqués « — ».
| Fournisseur | Source | Souveraineté | Entrée (/M tok) | Sortie (/M tok) | Quantification | Contexte | Latence (s) | Débit (tok/s) | Statut |
|---|---|---|---|---|---|---|---|---|---|
| AKI.IO | cortecs | souverain | 0.17 $ | 0.56 $ | fp8 | 256 000 | — | — | — |
| Scaleway | cortecs, scaleway | souverain | 0.28 $ | 1.68 $ | — | 256 000 / 262 000 | — | — | — |
| DeepInfra | llm-stats | non | 0.10 $ | 0.95 $ | — | — | — | — | active |
Souveraineté qualifiée par offre (modèle × fournisseur) ; survolez le badge pour les critères.
SouverainetéScores par catégorie (top_scores)
| Catégorie | Score |
|---|---|
| image_to_text | 0.60 |
| language | 0.90 |
| legal | 0.70 |
| long_context | 0.80 |
| math | 0.80 |
| multimodal | 0.80 |
| physics | 0.80 |
| reasoning | 0.70 |
| search | 0.60 |
| spatial_reasoning | 0.80 |
| structured_output | 0.90 |
| embodied | 0.80 |
| finance | 0.70 |
| frontend_development | 0.70 |
| general | 0.70 |
| grounding | 0.80 |
| healthcare | 0.80 |
| agents | 0.40 |
| biology | 0.90 |
| chemistry | 0.80 |
| code | 0.50 |
| economics | 0.60 |
| text-to-image | 0.80 |
| tool_calling | 0.50 |
| video | 0.80 |
| vision | 0.70 |
Scores par benchmark
| Benchmark | Catégorie | Score | Max | Normalisé (API) | Vérifié | Auto-déclaré | Daté du |
|---|---|---|---|---|---|---|---|
| ai2d | vision | 0.93 | 1.00 | 0.93 | non | oui | 2026-11-04T06:05:11.119558Z |
| aime-2026 | math | 0.93 | 1.00 | 0.93 | non | oui | 2026-11-04T06:05:11.079097Z |
| c-eval | general | 0.90 | 1.00 | 0.90 | non | oui | 2026-11-04T06:05:11.050164Z |
| cc-ocr | vision | 0.82 | 1.00 | 0.82 | non | oui | 2026-11-04T06:05:11.116505Z |
| charxiv-r | reasoning | 0.78 | 1.00 | 0.78 | non | oui | 2026-11-04T06:05:11.113436Z |
| claw-eval | code | 0.50 | 1.00 | 0.50 | non | oui | 2026-11-04T06:05:11.000053Z |
| deep-planning | agents | 0.26 | 1.00 | 0.26 | non | oui | 2026-11-04T06:05:11.023665Z |
| embspatialbench | vision | 0.84 | 100.00 | 0.84 | non | oui | 2026-11-04T06:05:11.130106Z |
| gpqa | reasoning | 0.86 | 1.00 | 0.86 | non | oui | 2026-11-04T06:05:11.053642Z |
| hallusion-bench | vision | 0.70 | 1.00 | 0.70 | non | oui | 2026-11-04T06:05:11.107092Z |
| hmmt-2025 | math | 0.91 | 1.00 | 0.91 | non | oui | 2026-11-04T06:05:11.064627Z |
| hmmt-feb-26 | math | 0.84 | 1.00 | 0.84 | non | oui | 2026-11-04T06:05:11.071443Z |
| hmmt25 | math | 0.89 | 1.00 | 0.89 | non | oui | 2026-11-04T06:05:11.068065Z |
| humanity's-last-exam | reasoning | 0.21 | 1.00 | 0.21 | non | oui | 2026-11-04T06:05:11.056821Z |
| imo-answerbench | math | 0.79 | 1.00 | 0.79 | non | oui | 2026-11-04T06:05:11.075514Z |
| livecodebench-v6 | reasoning | 0.80 | 1.00 | 0.80 | non | oui | 2026-11-04T06:05:11.060818Z |
| lvbench | vision | 0.71 | 1.00 | 0.71 | non | oui | 2026-11-04T06:05:11.155876Z |
| mathvista-mini | math | 0.86 | 1.00 | 0.86 | non | oui | 2026-11-04T06:05:11.090869Z |
| mcp-atlas | reasoning | 0.63 | 1.00 | 0.63 | non | oui | 2026-11-04T06:05:11.033443Z |
| mcp-mark | agents | 0.37 | 1.00 | 0.37 | non | oui | 2026-11-04T06:05:11.030038Z |
| mlvu | video | 0.86 | 1.00 | 0.86 | non | oui | 2026-11-04T06:05:11.147986Z |
| mmbench-v1.1 | vision | 0.93 | 1.00 | 0.93 | non | oui | 2026-11-04T06:05:11.101028Z |
| mmlu-pro | language | 0.85 | 1.00 | 0.85 | non | oui | 2026-11-04T06:05:11.040401Z |
| mmlu-redux | language | 0.93 | 1.00 | 0.93 | non | oui | 2026-11-04T06:05:11.043813Z |
| mmmu | multimodal | 0.82 | 1.00 | 0.82 | non | oui | 2026-11-04T06:05:11.082562Z |
| mmmu-pro | vision | 0.75 | 1.00 | 0.75 | non | oui | 2026-11-04T06:05:11.086252Z |
| mvbench | vision | 0.75 | 1.00 | 0.75 | non | oui | 2026-11-04T06:05:11.151228Z |
| nl2repo | code | 0.29 | 1.00 | 0.29 | non | oui | 2026-11-04T06:05:11.011087Z |
| odinw | vision | 0.51 | 1.00 | 0.51 | non | oui | 2026-11-04T06:05:11.126831Z |
| omnidocbench-1.5 | vision | 0.90 | 1.00 | 0.90 | non | oui | 2026-11-04T06:05:11.110157Z |
| realworldqa | vision | 0.85 | 1.00 | 0.85 | non | oui | 2026-11-04T06:05:11.097910Z |
| refcoco-avg | vision | 0.92 | 100.00 | 0.92 | non | oui | 2026-11-04T06:05:11.122879Z |
| refspatialbench | vision | 0.64 | 100.00 | 0.64 | non | oui | 2026-11-04T06:05:11.133592Z |
| simplevqa | vision | 0.59 | 100.00 | 0.59 | non | oui | 2026-11-04T06:05:11.103999Z |
| skillsbench | code | 0.29 | 1.00 | 0.29 | non | oui | 2026-11-04T06:05:11.004250Z |
| supergpqa | reasoning | 0.65 | 1.00 | 0.65 | non | oui | 2026-11-04T06:05:11.047110Z |
| swe-bench-multilingual | reasoning | 0.67 | 1.00 | 0.67 | non | oui | 2026-11-04T06:05:10.984784Z |
| swe-bench-pro | reasoning | 0.49 | 1.00 | 0.49 | non | oui | 2026-11-04T06:05:10.990573Z |
| swe-bench-verified | reasoning | 0.73 | 1.00 | 0.73 | non | oui | 2026-11-04T06:05:10.981452Z |
| tau3-bench | agents | 0.67 | 1.00 | 0.67 | non | oui | 2026-11-04T06:05:11.016970Z |
| terminal-bench-2 | reasoning | 0.52 | 1.00 | 0.52 | non | oui | 2026-11-04T06:05:10.993862Z |
| toolathlon | agents | 0.27 | 1.00 | 0.27 | non | oui | 2026-11-04T06:05:11.026744Z |
| videomme-w-o-sub. | multimodal | 0.82 | 1.00 | 0.82 | non | oui | 2026-11-04T06:05:11.140836Z |
| videomme-w-sub. | vision | 0.87 | 1.00 | 0.87 | non | oui | 2026-11-04T06:05:11.136836Z |
| videommmu | multimodal | 0.84 | 1.00 | 0.84 | non | oui | 2026-11-04T06:05:11.144257Z |
| vita-bench | agents | 0.36 | 1.00 | 0.36 | non | oui | 2026-11-04T06:05:11.020304Z |
| widesearch | search | 0.60 | 1.00 | 0.60 | non | oui | 2026-11-04T06:05:11.036549Z |
| zclawbench | code | 0.53 | 1.00 | 0.53 | non | oui | 2026-11-04T06:05:11.007805Z |
| zerobench-sub | vision | 0.34 | 100.00 | 0.34 | non | oui | 2026-11-04T06:05:11.094550Z |
Classements
| Catégorie | Rang | Score | Note conservatrice | Benchmarks évalués | Méthode | Daté du | Provenance |
|---|---|---|---|---|---|---|---|
| agents | 121 | — | 11.61 | 13 | trueskill | 2026-10-19 | model_history |
| code | 116 | — | 19.23 | 9 | trueskill | 2026-10-19 | model_history |
Données
Dates de curation (récupération depuis l'API) : models 2026-11-04 · benchmarks 2026-11-04 · scores 2026-11-04 · updates 2026-11-04 · account 2026-11-04 · model_history 2026-11-04 · rankings 2026-11-04