Preuve en direct

Pourquoi un seul modèle ne suffit pas

Données réelles de chaque exécution du conseil que nous traitons — mises à jour toutes les 15 minutes. Pas de simulations, pas d'exemples triés sur le volet.

→

Classement de vitesse

Dernière exécution de benchmark par modèle, triée par latence médiane (le plus rapide en premier). Les scores sont mis à jour chaque nuit.

Top 10 modèles les plus rapides

RangModèleFournisseurP50 msP95 msErreursDernière exécution
1FLUX.1 Kontext [max] — Multi-Image Fusionfal.ai0032026-08-21
2FLUX.1 Kontext [pro] — Multi-Image Fusionfal.ai0032026-08-21
3gpt-5.6-terraAzure OpenAI (EU - Sweden)0032026-08-21
4pplOVH AI Endpoints (GRA)4533632026-06-16
5Llama-3.1-8B-InstructOVH AI Endpoints (GRA)9010102026-05-27
6Meta-Llama-3_3-70B-InstructOVH AI Endpoints (GRA)10515502026-05-27
7Mistral-Nemo-Instruct-2407OVH AI Endpoints (GRA)10713302026-05-27
8Qwen2.5-VL-72B-InstructOVH AI Endpoints (GRA)10813602026-05-27
9Mistral-Nemo-Instruct-2407OVH AI Endpoints (GRA)10920402026-10-30
10Mistral-Small-3.2-24B-Instruct-2506OVH AI Endpoints (GRA)11212902026-05-27
▸Afficher tous les résultats (238)
RangModèleFournisseurP50 msP95 msErreursDernière exécution
11SDXL 1.0Hugging Face (nscale)11216032026-08-21
12Mistral-7B-Instruct-v0.3OVH AI Endpoints (GRA)11949302026-05-27
13Mistral-Small-3.2-24B-Instruct-2506OVH AI Endpoints (GRA)121216402026-10-30
14Qwen3-Coder-30B-A3B-InstructOVH AI Endpoints (GRA)12215802026-05-27
15Qwen2.5-VL-72B-InstructOVH AI Endpoints (GRA)16533702026-10-30
16Claude Opus 4Anthropic17217232026-06-15
17Nous Hermes 3 70BOpenRouter17218802026-10-30
18Claude Sonnet 4Anthropic18021132026-06-15
19DeepSeek v3.2OpenRouter18530602026-10-30
20Mistral Voxtral Small 24BOpenRouter20525602026-08-21
21Llama 4 ScoutOpenRouter30833602026-10-30
22Qwen3.5-397B-A17BOVH AI Endpoints (GRA)32637602026-10-30
23Meta-Llama-3_3-70B-InstructOVH AI Endpoints (GRA)353523002026-10-30
24Cohere Command-AOpenRouter356469102026-10-30
25Qwen3-32BOVH AI Endpoints (GRA)41243902026-05-27
26Qwen 2.5 VL 72B InstructOpenRouter440122702026-10-30
27Gemini 2.5 Flash-LiteGoogle Gemini45747402026-10-30
28Gemini 3.1 Flash LiteGoogle Gemini45867702026-10-30
29DeepSeek v4 ProOpenRouter45955302026-10-30
30Gemini 3.5 Flash-LiteGoogle Gemini46252402026-10-30
31gpt-5.4-nano-2026-03-17OpenAI47566402026-10-30
32Llama 3.3 70B InstructOpenRouter48649902026-10-30
33Qwen3.5-9BOVH AI Endpoints (GRA)49049502026-05-27
34Gemini Flash-Lite LatestGoogle Gemini49151602026-10-30
35gpt-4o-mini-2024-07-18OpenAI50553502026-10-30
36MiniMax M2.5OpenRouter52579402026-10-30
37Claude Haiku 4.5Anthropic52754302026-10-30
38gpt-4o-miniOpenAI52771702026-10-30
39Gemini 2.5 FlashGoogle Gemini529147102026-10-30
40gpt-5.4-nanoOpenAI53677702026-10-30
41Grok 4.20 Non-Reasoning (0309)xAI55359702026-10-30
42gpt-4oOpenAI55484402026-10-30
43gpt-4o-2024-08-06OpenAI56559002026-10-30
44gpt-oss-120bOVH AI Endpoints (GRA)56679902026-10-30
45gpt-4.1OpenAI57467802026-10-30
46gpt-4.1-2025-04-14OpenAI58972802026-10-30
47Llama 4 MaverickOpenRouter59560202026-10-30
48gpt-5.2OpenAI598103602026-10-30
49gpt-4.1-mini-2025-04-14OpenAI59962802026-10-30
50o3-2025-04-16OpenAI60789802026-10-30
51Gemini 3 Flash PreviewGoogle Gemini62170402026-10-30
52FLUX.1 SchnellHugging Face (nscale)62566632026-08-21
53gpt-5-mini-2025-08-07OpenAI637109102026-10-30
54gpt-4.1-miniOpenAI64467002026-10-30
55gpt-5.4-miniOpenAI66667502026-10-30
56gpt-5.2-2025-12-11OpenAI675101102026-10-30
57Claude Opus 4.7Anthropic68071802026-10-30
58Claude Opus 4.5Anthropic69872902026-10-30
59Qwen 3.6 PlusOpenRouter70078402026-10-30
60o3OpenAI74082202026-10-30
61Claude Sonnet 4.5Anthropic74776202026-10-30
62gpt-5.1OpenAI75075802026-10-30
63gpt-5.6-lunaOpenAI75295102026-10-30
64Claude Sonnet 4.6Anthropic76891802026-10-30
65gpt-5-2025-08-07OpenAI77581902026-10-30
66gpt-5OpenAI78088502026-10-30
67gpt-5-nano-2025-08-07OpenAI817102902026-10-30
68gpt-5.4OpenAI818101402026-10-30
69gpt-5-nanoOpenAI83888602026-10-30
70gpt-5.6-solOpenAI838118602026-10-30
71Grok 4.7xAI845113002026-10-30
72gpt-6-solOpenAI85398802026-10-30
73gpt-5-miniOpenAI85587502026-10-30
74Gemini 3.6 FlashGoogle Gemini86987402026-10-30
75gpt-6-lunaOpenAI88392402026-10-30
76gpt-5.1-2025-11-13OpenAI90891102026-10-30
77Google Lyria 3 Pro PreviewOpenRouter920100732026-06-16
78Claude Opus 5Anthropic92393302026-10-30
79Gemini 3.5 FlashGoogle Gemini93996802026-10-30
80gpt-4o-2024-11-20OpenAI961108202026-10-30
81Grok 4.5xAI976106802026-10-30
82Claude Opus 4.8Anthropic983101402026-10-30
83Claude Sonnet 5Anthropic989113202026-10-30
84gpt-5.6-terraOpenAI1031122102026-10-30
85gpt-5.4-mini-2026-03-17OpenAI1056160102026-10-30
86gpt-6.1-solOpenAI1074115402026-10-30
87Grok 4.20 Reasoning (0309)xAI1086137702026-10-30
88gpt-5.5OpenAI1093112402026-10-30
89Qwen 3.7 MaxOpenRouter1102124302026-10-30
90gpt-5.4-2026-03-05OpenAI1128114102026-10-30
91gpt-6-astraOpenAI1134155902026-10-30
92GLM-4.5V (vision)Z.ai (GLM / Zhipu)1144146302026-10-30
93Claude Fable 5.1Anthropic1154119702026-10-30
94Gemini 2.5 ProGoogle Gemini1180225102026-10-30
95Gemini 3.1 Pro PreviewGoogle Gemini1196128302026-10-30
96Claude Sonnet 5.5Anthropic1303137002026-10-30
97gpt-5.5-2026-04-23OpenAI1324205202026-10-30
98Claude Opus 5.5Anthropic1328135702026-10-30
99Gemini Pro LatestGoogle Gemini1408212102026-10-30
100Grok 4.3xAI1426292602026-10-30
101Gemini 3.8 FlashGoogle Gemini1466201902026-10-30
102Qwen3.7 MaxAlibaba Cloud Qwen (DashScope Intl)1472232402026-10-30
103Grok Build 0.1xAI1478158502026-10-30
104Gemini Flash LatestGoogle Gemini1503168102026-10-30
105Qwen3.7 PlusAlibaba Cloud Qwen (DashScope Intl)1517202602026-10-30
106Claude Opus 4.6Anthropic1551170302026-10-30
107Gemini 3.7 FlashGoogle Gemini1623215602026-10-30
108GLM-4.6V (vision)Z.ai (GLM / Zhipu)1652308302026-10-30
109gpt-5-search-apiOpenAI1701179202026-10-30
110gpt-5-search-api-2025-10-14OpenAI1804184002026-10-30
111GLM-5.2Z.ai (GLM / Zhipu)2026508402026-10-30
112GLM-4.5 AirZ.ai (GLM / Zhipu)2066229502026-10-30
113Grok 4.6xAI2402302102026-10-30
114gpt-oss-20bOVH AI Endpoints (GRA)2446259102026-10-30
115GLM-5.1Z.ai (GLM / Zhipu)2752686702026-10-30
116Claude Fable 5Anthropic2760302502026-10-30
117Nano BananaGoogle Gemini2873—02026-06-21
118GLM-5Z.ai (GLM / Zhipu)3592634302026-10-30
119Gemini Robotics-ER 1.6 PreviewGoogle Gemini4190—02026-06-21
120Nano Banana 2 (preview)Google Gemini4330—02026-06-21
121GLM-5 TurboZ.ai (GLM / Zhipu)5020874502026-10-30
122GLM-4.6Z.ai (GLM / Zhipu)5799726102026-10-30
123GLM-4.7Z.ai (GLM / Zhipu)6370782202026-10-30
124GLM-4.5Z.ai (GLM / Zhipu)7004716002026-10-30
125Gemini 3.1 Pro Preview Custom ToolsGoogle Gemini7298—02026-06-21
126CogView-4Z.ai (GLM / Zhipu)7600851502026-08-21
127Lyria 3 Clip PreviewGoogle Gemini9402—02026-06-14
128Qwen3.5-9BOVH AI Endpoints (GRA)97212255402026-10-30
129Nano Banana ProGoogle Gemini10741—02026-06-21
130Nano Banana Pro (preview)Google Gemini11201—02026-06-21
131Gemma 4 31B ITGoogle Gemini11240—02026-06-14
132Gemma 4 26B A4B ITGoogle Gemini12943—02026-06-14
133GLM ImageZ.ai (GLM / Zhipu)300003000032026-08-21
134Claude Opus 4.1Anthropic——12026-08-09
135gpt-3.5-turboOpenAI——12026-10-25
136gpt-3.5-turbo-16kOpenAI——12026-10-25
137gpt-4-0613OpenAI——12026-10-25
138gpt-4OpenAI——12026-10-25
139gpt-3.5-turbo-instructOpenAI——12026-05-27
140gpt-3.5-turbo-instruct-0914OpenAI——12026-05-27
141gpt-3.5-turbo-1106OpenAI——12026-10-04
142gpt-3.5-turbo-0125OpenAI——12026-10-25
143gpt-4-turboOpenAI——12026-10-25
144gpt-4-turbo-2024-04-09OpenAI——12026-10-25
145gpt-4o-2024-05-13OpenAI——12026-10-25
146gpt-4o-audio-previewOpenAI——12026-05-24
147gpt-4o-realtime-previewOpenAI——12026-05-24
148gpt-4o-realtime-preview-2024-12-17OpenAI——12026-05-24
149gpt-4o-audio-preview-2024-12-17OpenAI——12026-05-24
150gpt-4o-mini-realtime-preview-2024-12-17OpenAI——12026-05-24
151gpt-4o-mini-audio-preview-2024-12-17OpenAI——12026-05-24
152o1-2024-12-17OpenAI——12026-10-25
153o1OpenAI——12026-10-25
154gpt-4o-mini-realtime-previewOpenAI——12026-05-24
155gpt-4o-mini-audio-previewOpenAI——12026-05-24
156o3-miniOpenAI——12026-10-25
157o3-mini-2025-01-31OpenAI——12026-10-25
158gpt-4o-mini-search-preview-2025-03-11OpenAI——12026-07-26
159gpt-4o-mini-search-previewOpenAI——12026-08-23
160OpenAI GPT-4o TranscribeOpenAI——12026-05-31
161OpenAI GPT-4o mini TranscribeOpenAI——12026-05-31
162o1-pro-2025-03-19OpenAI——12026-05-27
163o1-proOpenAI——12026-05-27
164gpt-4o-mini-ttsOpenAI——12026-05-31
165o4-mini-2025-04-16OpenAI——12026-10-25
166o4-miniOpenAI——12026-10-25
167gpt-4.1-nano-2025-04-14OpenAI——12026-10-25
168gpt-4.1-nanoOpenAI——12026-10-25
169OpenAI GPT Image 1OpenAI——12026-05-31
170gpt-4o-realtime-preview-2025-06-03OpenAI——12026-05-24
171gpt-4o-audio-preview-2025-06-03OpenAI——12026-05-24
172o4-mini-deep-researchOpenAI——12026-05-27
173gpt-4o-transcribe-diarizeOpenAI——12026-06-21
174o4-mini-deep-research-2025-06-26OpenAI——12026-05-27
175gpt-5-chat-latestOpenAI——12026-07-26
176gpt-audio-2025-08-28OpenAI——12026-06-21
177gpt-realtimeOpenAI——12026-05-31
178gpt-realtime-2025-08-28OpenAI——12026-05-31
179gpt-audioOpenAI——12026-06-21
180gpt-5-codexOpenAI——12026-05-31
181gpt-image-1-miniOpenAI——12026-05-31
182gpt-5-pro-2025-10-06OpenAI——12026-05-27
183gpt-5-proOpenAI——12026-05-27
184gpt-audio-miniOpenAI——12026-06-21
185gpt-audio-mini-2025-10-06OpenAI——12026-06-21
186gpt-realtime-miniOpenAI——12026-05-31
187gpt-realtime-mini-2025-10-06OpenAI——12026-05-31
188gpt-5.1-chat-latestOpenAI——12026-07-26
189gpt-5.1-codexOpenAI——12026-05-31
190gpt-5.1-codex-miniOpenAI——12026-05-31
191gpt-5.1-codex-maxOpenAI——12026-05-31
192gpt-image-1.5OpenAI——12026-06-21
193gpt-5.2-pro-2025-12-11OpenAI——12026-05-27
194gpt-5.2-proOpenAI——12026-05-27
195gpt-5.2-chat-latestOpenAI——12026-08-16
196gpt-4o-mini-transcribe-2025-12-15OpenAI——12026-05-31
197gpt-4o-mini-transcribe-2025-03-20OpenAI——12026-05-31
198gpt-4o-mini-tts-2025-03-20OpenAI——12026-05-31
199gpt-4o-mini-tts-2025-12-15OpenAI——12026-05-31
200gpt-realtime-mini-2025-12-15OpenAI——12026-05-31
201gpt-audio-mini-2025-12-15OpenAI——12026-06-21
202chatgpt-image-latestOpenAI——12026-06-14
203gpt-5.2-codexOpenAI——12026-05-31
204gpt-5.3-codexOpenAI——12026-05-31
205gpt-realtime-1.5OpenAI——12026-05-31
206gpt-audio-1.5OpenAI——12026-06-21
207gpt-4o-search-previewOpenAI——12026-08-23
208gpt-4o-search-preview-2025-03-11OpenAI——12026-07-26
209gpt-5.3-chat-latestOpenAI——12026-08-16
210gpt-5.4-proOpenAI——12026-05-27
211gpt-5.4-pro-2026-03-05OpenAI——12026-05-27
212gpt-image-2OpenAI——12026-06-21
213gpt-image-2-2026-04-21OpenAI——12026-06-21
214gpt-5.5-proOpenAI——12026-05-27
215gpt-5.5-pro-2026-04-23OpenAI——12026-05-27
216Gemini 2.0 FlashGoogle Gemini——12026-05-27
217Gemini 2.0 Flash 001Google Gemini——12026-05-27
218Gemini 2.0 Flash-Lite 001Google Gemini——12026-05-27
219Gemini 2.0 Flash-LiteGoogle Gemini——12026-05-27
220Gemini 2.5 Flash Preview TTSGoogle Gemini——12026-06-21
221Gemini 2.5 Pro Preview TTSGoogle Gemini——12026-06-21
222Gemma 3 1BGoogle Gemini——12026-05-24
223Gemma 3 4BGoogle Gemini——12026-05-24
224Gemma 3 12BGoogle Gemini——12026-05-24
225Gemma 3 27BGoogle Gemini——12026-05-24
226Gemma 3n E4BGoogle Gemini——12026-05-24
227Gemma 3n E2BGoogle Gemini——12026-05-24
228Gemini 3 Pro PreviewGoogle Gemini——12026-05-27
229Gemini 3.1 Flash Lite PreviewGoogle Gemini——12026-05-27
230Lyria 3 Pro PreviewGoogle Gemini——12026-06-14
231Gemini 3.1 Flash TTS PreviewGoogle Gemini——12026-06-21
232Gemini Robotics-ER 1.5 PreviewGoogle Gemini——12026-05-27
233Gemini 2.5 Computer Use Preview 10-2025Google Gemini——12026-06-21
234Deep Research Max Preview (Apr-21-2026)Google Gemini——12026-06-21
235Deep Research Preview (Apr-21-2026)Google Gemini——12026-06-21
236Deep Research Pro Preview (Dec-12-2025)Google Gemini——12026-06-21
237NVIDIA Nemotron Super 49B v1.5OpenRouter——32026-10-30
238Llama-3.1-8B-InstructOVH AI Endpoints (GRA)——12026-06-28
239Qwen3-32BOVH AI Endpoints (GRA)——12026-09-20
240Qwen3-Coder-30B-A3B-InstructOVH AI Endpoints (GRA)——12026-10-11
241Mistral-7B-Instruct-v0.3OVH AI Endpoints (GRA)——12026-10-18
242gpt-realtime-translateOpenAI——12026-05-27
243gpt-realtime-2OpenAI——12026-05-27
244gpt-realtime-whisperOpenAI——12026-05-27
245Antigravity Agent PreviewGoogle Gemini——12026-06-14
246OpenAI text-embedding-3-smallOpenAI——12026-06-21
247OpenAI text-embedding-3-largeOpenAI——12026-06-21
248Whisper Large v3 Turbo (speech-to-text)OVH AI Endpoints (GRA)——32026-10-04