Seed 2.1 Pro
ByteDance's flagship next-generation agent model built for real-world productivity. A deep-thinking model with strong demand understanding, long-horizon planning, and continuous self-repair, it delivers reliable end-to-end results across complex coding, long-chain agents, and multi-step engineering workflows. Seed 2.1 Pro also advances knowledge, reasoning, and multimodal understanding, with SOTA results across several video understanding benchmarks. Served via Volcano Engine as Doubao-Seed-2.1-pro.
Identité
| Organisation | ByteDance |
|---|---|
| Pays | — |
| Famille | — |
| Type | llm |
| Date de sortie | 2026-06-24 |
| Licence | proprietary |
| Licence commerciale | non |
| Licence open source | non |
| Poids ouverts | non |
| Auto-hébergement (DGX Spark) | non — poids fermés |
| Modalités | — |
| Fenêtre de contexte | — |
| KV cache / token (Q8) | — |
| Paramètres totaux | — |
| Paramètres actifs (session) | — |
| Source des paramètres actifs | — |
| Curation des paramètres actifs | — |
| Prix par session | — |
| 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) | — |
| Tokens d'entraînement | — |
| Coupure de connaissance | — |
| Créé le | 2026-06-25T17:21:21.147910Z |
| Mis à jour le | 2026-11-04T06:04:36.830357Z |
| Source | LLM Stats |
| URL | https://llm-stats.com/models/seed-2.1-pro |
Prix par fournisseur
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 « — ».
Aucune donnée.
Souveraineté qualifiée par offre (modèle × fournisseur) ; survolez le badge pour les critères.
SouverainetéScores par catégorie (top_scores)
| Catégorie | Score |
|---|---|
| image_to_text | 0.70 |
| knowledge | 0.70 |
| legal | 0.80 |
| long_context | 0.80 |
| math | 0.70 |
| multimodal | 0.70 |
| physics | 0.70 |
| reasoning | 0.60 |
| safety | 0.70 |
| science | 0.50 |
| search | 0.90 |
| spatial_reasoning | 0.80 |
| structured_output | 1.00 |
| embodied | 0.80 |
| finance | 0.70 |
| frontend_development | 0.50 |
| general | 0.70 |
| healthcare | 0.70 |
| 3d | 0.80 |
| agents | 0.60 |
| biology | 0.60 |
| chemistry | 0.60 |
| code | 0.50 |
| coding | 0.60 |
| economics | 0.70 |
| systems | 0.20 |
| tool_calling | 0.60 |
| video | 0.70 |
| vision | 0.70 |
Scores par benchmark
| Benchmark | Catégorie | Score | Max | Normalisé (API) | Vérifié | Auto-déclaré | Daté du |
|---|---|---|---|---|---|---|---|
| aethercode | coding | 0.66 | 1.00 | 0.66 | non | oui | 2026-11-04T06:04:37.721784Z |
| agent-startup-bench | agents | 0.69 | 1.00 | 0.69 | non | oui | 2026-11-04T06:04:36.869314Z |
| agents-last-exam | agents | 0.41 | 1.00 | 0.41 | non | oui | 2026-11-04T06:04:37.123142Z |
| apex-agents | reasoning | 0.34 | 1.00 | 0.34 | non | oui | 2026-11-04T06:04:36.893172Z |
| arcagi2 | reasoning | 0.62 | 1.00 | 0.62 | non | oui | 2026-11-04T06:04:37.693236Z |
| artifacts-bench | code | 0.51 | 1.00 | 0.51 | non | oui | 2026-11-04T06:04:37.392259Z |
| babyvision | vision | 0.74 | 1.00 | 0.74 | non | oui | 2026-11-04T06:04:37.013352Z |
| beyond-aime | math | 0.87 | 1.00 | 0.87 | non | oui | 2026-11-04T06:04:36.852183Z |
| blink | vision | 0.81 | 1.00 | 0.81 | non | oui | 2026-11-04T06:04:37.593164Z |
| browsecomp | reasoning | 0.86 | 1.00 | 0.86 | non | oui | 2026-11-04T06:04:37.343058Z |
| chartqapro | vision | 0.71 | 1.00 | 0.71 | non | oui | 2026-11-04T06:04:37.483168Z |
| charxiv-d | reasoning | 0.95 | 1.00 | 0.95 | non | oui | 2026-11-04T06:04:37.503254Z |
| charxiv-r | reasoning | 0.86 | 1.00 | 0.86 | non | oui | 2026-11-04T06:04:37.029543Z |
| claw-eval-mm | agents | 0.51 | 1.00 | 0.51 | non | oui | 2026-11-04T06:04:37.183154Z |
| contphy | video | 0.64 | 1.00 | 0.64 | non | oui | 2026-11-04T06:04:37.659376Z |
| creativework | agents | 0.42 | 1.00 | 0.42 | non | oui | 2026-11-04T06:04:37.233102Z |
| crossvid | video | 0.65 | 1.00 | 0.65 | non | oui | 2026-11-04T06:04:37.670411Z |
| cybergym | code | 0.70 | 1.00 | 0.70 | non | oui | 2026-11-04T06:04:37.253193Z |
| deepswe | code | 0.33 | 1.00 | 0.33 | non | oui | 2026-11-04T06:04:37.259305Z |
| doubao-multi-turn-bench | agents | 0.53 | 1.00 | 0.53 | non | oui | 2026-11-04T06:04:37.153299Z |
| dude | vision | 0.83 | 1.00 | 0.83 | non | oui | 2026-11-04T06:04:37.623143Z |
| dynamath | math | 0.73 | 1.00 | 0.73 | non | oui | 2026-11-04T06:04:37.521862Z |
| embspatialbench | vision | 0.83 | 100.00 | 0.83 | non | oui | 2026-11-04T06:04:37.275693Z |
| emma | vision | 0.79 | 1.00 | 0.79 | non | oui | 2026-11-04T06:04:37.543249Z |
| erqa | vision | 0.72 | 1.00 | 0.72 | non | oui | 2026-11-04T06:04:37.043213Z |
| finance-agent-v1.1 | agents | 0.61 | 1.00 | 0.61 | non | oui | 2026-11-04T06:04:37.141608Z |
| frontiercs | reasoning | 0.46 | 1.00 | 0.46 | non | oui | 2026-11-04T06:04:37.368727Z |
| frontierscience-olympiad | reasoning | 0.75 | 1.00 | 0.75 | non | oui | 2026-11-04T06:04:37.327246Z |
| frontierscience-research | reasoning | 0.28 | 1.00 | 0.28 | non | oui | 2026-11-04T06:04:37.363092Z |
| gameworld | agents | 0.31 | 1.00 | 0.31 | non | oui | 2026-11-04T06:04:37.243109Z |
| gdpval | general | 0.88 | 1.00 | 0.88 | non | oui | 2026-08-11T05:53:25.493198Z |
| horizonmath | math | 0.02 | 1.00 | 0.02 | non | oui | 2026-11-04T06:04:37.373193Z |
| humanity's-last-exam | reasoning | 0.56 | 1.00 | 0.56 | non | oui | 2026-11-04T06:04:37.312342Z |
| image2floorplan | vision | 0.48 | 1.00 | 0.48 | non | oui | 2026-11-04T06:04:37.213206Z |
| imo-2025 | math | 0.65 | 42.00 | 0.65 | non | oui | 2026-11-04T06:04:37.456699Z |
| imoproof-adv | math | 0.54 | 1.00 | 0.54 | non | oui | 2026-11-04T06:04:37.463178Z |
| ipho-2025 | reasoning | 0.79 | 1.00 | 0.79 | non | oui | 2026-11-04T06:04:37.470277Z |
| kina | knowledge | 0.48 | 1.00 | 0.48 | non | oui | 2026-11-04T06:04:36.836332Z |
| livemathematicianbench | math | 0.21 | 1.00 | 0.21 | non | oui | 2026-11-04T06:04:37.703232Z |
| livesports-3k | video | 0.77 | 1.00 | 0.77 | non | oui | 2026-11-04T06:04:37.683253Z |
| longvideobench | vision | 0.81 | 1.00 | 0.81 | non | oui | 2026-11-04T06:04:37.663037Z |
| lvbench | vision | 0.78 | 1.00 | 0.78 | non | oui | 2026-11-04T06:04:37.283061Z |
| matharena-apex | math | 0.31 | 1.00 | 0.31 | non | oui | 2026-11-04T06:04:37.710973Z |
| mathverse | math | 0.90 | 1.00 | 0.90 | non | oui | 2026-11-04T06:04:37.533119Z |
| mathvision | math | 0.94 | 1.00 | 0.94 | non | oui | 2026-11-04T06:04:36.953216Z |
| mathvista | math | 0.91 | 1.00 | 0.91 | non | oui | 2026-11-04T06:04:37.510573Z |
| mcp-atlas | reasoning | 0.84 | 1.00 | 0.84 | non | oui | 2026-11-04T06:04:37.159840Z |
| measurebench | vision | 0.63 | 1.00 | 0.63 | non | oui | 2026-11-04T06:04:37.270245Z |
| minerva | video | 0.71 | 1.00 | 0.71 | non | oui | 2026-11-04T06:04:37.070222Z |
| mmlongbench-128k | vision | 0.78 | 1.00 | 0.78 | non | oui | 2026-11-04T06:04:37.053131Z |
| mmmu-pro | vision | 0.83 | 1.00 | 0.83 | non | oui | 2026-11-04T06:04:36.971788Z |
| mmsibench | vision | 0.36 | 1.00 | 0.36 | non | oui | 2026-11-04T06:04:37.603614Z |
| mobileworld | agents | 0.73 | 1.00 | 0.73 | non | oui | 2026-11-04T06:04:37.228332Z |
| motionbench | vision | 0.75 | 1.00 | 0.75 | non | oui | 2026-11-04T06:04:37.653159Z |
| msqa | knowledge | 0.50 | 1.00 | 0.50 | non | oui | 2026-11-04T06:04:37.333141Z |
| nl2repo | code | 0.47 | 1.00 | 0.47 | non | oui | 2026-11-04T06:04:36.902874Z |
| ocrbench-v2 | vision | 0.63 | 1.00 | 0.63 | non | oui | 2026-11-04T06:04:37.493214Z |
| officeqa-pro | agents | 0.72 | 1.00 | 0.72 | non | oui | 2026-11-04T06:04:37.193796Z |
| onemillion-bench | agents | 0.69 | 1.00 | 0.69 | non | oui | 2026-11-04T06:04:37.130132Z |
| osworld | multimodal | 0.79 | 1.00 | 0.79 | non | oui | 2026-11-04T06:04:37.224899Z |
| ovbench | video | 0.70 | 1.00 | 0.70 | non | oui | 2026-11-04T06:04:37.293344Z |
| ovobench | video | 0.81 | 1.00 | 0.81 | non | oui | 2026-11-04T06:04:37.082331Z |
| posttrainbench | agents | 0.17 | 1.00 | 0.17 | non | oui | 2026-11-04T06:04:37.359403Z |
| presentbench | agents | 0.55 | 1.00 | 0.55 | non | oui | 2026-11-04T06:04:37.100079Z |
| program-bench | agents | 0.50 | 1.00 | 0.50 | non | oui | 2026-11-04T06:04:36.907067Z |
| realworldqa | vision | 0.87 | 1.00 | 0.87 | non | oui | 2026-11-04T06:04:37.263058Z |
| repo-env | coding | 0.55 | 1.00 | 0.55 | non | oui | 2026-11-04T06:04:37.383046Z |
| scicode | reasoning | 0.60 | 1.00 | 0.60 | non | oui | 2026-11-04T06:04:37.323238Z |
| seedclawbench | agents | 0.67 | 1.00 | 0.67 | non | oui | 2026-11-04T06:04:37.176178Z |
| simplevqa | vision | 0.74 | 100.00 | 0.74 | non | oui | 2026-11-04T06:04:37.573307Z |
| superchem | chemistry | 0.60 | 1.00 | 0.60 | non | oui | 2026-11-04T06:04:37.688161Z |
| supergpqa | reasoning | 0.71 | 1.00 | 0.71 | non | oui | 2026-11-04T06:04:36.843248Z |
| swe-atlas | agents | 0.35 | 1.00 | 0.35 | non | oui | 2026-11-04T06:04:36.923196Z |
| swe-bench-pro | reasoning | 0.57 | 1.00 | 0.57 | non | oui | 2026-11-04T06:04:36.933081Z |
| terminal-bench-2.1 | reasoning | 0.71 | 1.00 | 0.71 | non | oui | 2026-11-04T06:04:36.913116Z |
| tomato | video | 0.80 | 1.00 | 0.80 | non | oui | 2026-11-04T06:04:37.063174Z |
| toolathlon | agents | 0.51 | 1.00 | 0.51 | non | oui | 2026-11-04T06:04:37.163377Z |
| trae-code-gen | coding | 0.62 | 1.00 | 0.62 | non | oui | 2026-11-04T06:04:37.453433Z |
| trae-error-fix | coding | 0.63 | 1.00 | 0.63 | non | oui | 2026-11-04T06:04:37.433203Z |
| treebench | vision | 0.71 | 1.00 | 0.71 | non | oui | 2026-11-04T06:04:37.612787Z |
| tvbench | vision | 0.81 | 1.00 | 0.81 | non | oui | 2026-11-04T06:04:37.643213Z |
| video-mme | multimodal | 0.89 | 1.00 | 0.89 | non | oui | 2026-11-04T06:04:37.058716Z |
| videoholmes | video | 0.68 | 1.00 | 0.68 | non | oui | 2026-11-04T06:04:37.633090Z |
| videosimpleqa | video | 0.76 | 1.00 | 0.76 | non | oui | 2026-11-04T06:04:37.093252Z |
| visfactor | vision | 0.51 | 1.00 | 0.51 | non | oui | 2026-11-04T06:04:37.566899Z |
| visulogic | vision | 0.54 | 100.00 | 0.54 | non | oui | 2026-11-04T06:04:37.553230Z |
| vlmsarebiased | vision | 0.84 | 1.00 | 0.84 | non | oui | 2026-11-04T06:04:37.559392Z |
| web-bench | agents | 0.78 | 1.00 | 0.78 | non | oui | 2026-11-04T06:04:37.379906Z |
| wildclawbench | agents | 0.62 | 1.00 | 0.62 | non | oui | 2026-11-04T06:04:37.200541Z |
| workspace-bench | agents | 0.53 | 1.00 | 0.53 | non | oui | 2026-11-04T06:04:36.863849Z |
| worldbench | vision | 0.68 | 1.00 | 0.68 | non | oui | 2026-11-04T06:04:37.583142Z |
| worldvqa | vision | 0.53 | 1.00 | 0.53 | non | oui | 2026-11-04T06:04:36.993399Z |
| xdailybench | agents | 0.61 | 1.00 | 0.61 | non | oui | 2026-11-04T06:04:36.873025Z |
| zerobench | vision | 0.18 | 100.00 | 0.18 | non | oui | 2026-11-04T06:04:37.003733Z |
Classements
| Catégorie | Rang | Score | Note conservatrice | Benchmarks évalués | Méthode | Daté du | Provenance |
|---|---|---|---|---|---|---|---|
| agents | 46 | 0.60 | 31.16 | 22 | trueskill | 2026-11-04T08:08:47.839150Z | rankings |
| knowledge | 9 | 0.70 | 17.54 | 2 | trueskill | 2026-11-04T08:08:45.139626Z | rankings |
| math | 17 | 0.70 | 39.72 | 11 | trueskill | 2026-11-04T08:08:42.442591Z | rankings |
| multimodal | 8 | 0.70 | 36.85 | 35 | trueskill | 2026-11-04T08:08:46.488887Z | rankings |
| reasoning | 29 | 0.60 | 46.75 | 45 | trueskill | 2026-11-04T08:08:41.093494Z | rankings |
| code | 54 | — | 32.37 | 11 | trueskill | 2026-11-02 | 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