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.

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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-Small-3.2-24B-Instruct-2506OVH AI Endpoints (GRA)10626202026-09-08
8Mistral-Nemo-Instruct-2407OVH AI Endpoints (GRA)10713302026-05-27
9Qwen2.5-VL-72B-InstructOVH AI Endpoints (GRA)10813602026-05-27
10Mistral-Small-3.2-24B-Instruct-2506OVH AI Endpoints (GRA)11212902026-05-27
▸Afficher tous les résultats (217)
RangModèleFournisseurP50 msP95 msErreursDernière exécution
11SDXL 1.0Hugging Face (nscale)11216032026-08-21
12Mistral-7B-Instruct-v0.3OVH AI Endpoints (GRA)11949302026-05-27
13Qwen3-Coder-30B-A3B-InstructOVH AI Endpoints (GRA)12215802026-05-27
14Meta-Llama-3_3-70B-InstructOVH AI Endpoints (GRA)13013202026-09-08
15Mistral-Nemo-Instruct-2407OVH AI Endpoints (GRA)14015202026-09-08
16Qwen2.5-VL-72B-InstructOVH AI Endpoints (GRA)14018202026-09-08
17Llama 3.3 70B InstructOpenRouter16556802026-09-08
18Nous Hermes 3 70BOpenRouter16617902026-09-08
19Llama 4 ScoutOpenRouter17042002026-09-08
20Claude Opus 4Anthropic17217232026-06-15
21Claude Sonnet 4Anthropic18021132026-06-15
22Mistral Voxtral Small 24BOpenRouter20525602026-08-21
23gpt-oss-120bOVH AI Endpoints (GRA)24136002026-09-08
24gpt-oss-20bOVH AI Endpoints (GRA)25827602026-09-08
25Cohere Command-AOpenRouter29548002026-09-08
26Qwen3-Coder-30B-A3B-InstructOVH AI Endpoints (GRA)31133102026-09-08
27Llama 4 MaverickOpenRouter39669902026-09-08
28gpt-4.1-miniOpenAI39743802026-09-08
29Mistral-7B-Instruct-v0.3OVH AI Endpoints (GRA)40774702026-09-08
30gpt-4.1-mini-2025-04-14OpenAI41250702026-09-08
31Qwen3-32BOVH AI Endpoints (GRA)41243902026-05-27
32Gemini 3.1 Flash LiteGoogle Gemini41847402026-09-08
33gpt-4o-mini-2024-07-18OpenAI42655802026-09-08
34Qwen 2.5 VL 72B InstructOpenRouter42773102026-09-08
35gpt-5.4-nano-2026-03-17OpenAI42955702026-09-08
36gpt-4o-miniOpenAI44548302026-09-08
37gpt-5.4-miniOpenAI44744802026-09-08
38gpt-5.4-nanoOpenAI45045002026-09-08
39gpt-4o-2024-11-20OpenAI45753002026-09-08
40gpt-4.1-nano-2025-04-14OpenAI46550302026-09-08
41gpt-4.1-nanoOpenAI46947002026-09-08
42Gemini 2.5 Flash-LiteGoogle Gemini48453802026-09-08
43Qwen3.5-9BOVH AI Endpoints (GRA)49049502026-05-27
44gpt-4.1OpenAI49251202026-09-08
45gpt-3.5-turbo-0125OpenAI50369602026-09-08
46gpt-5.4-mini-2026-03-17OpenAI50754402026-09-08
47gpt-5.4-2026-03-05OpenAI50865002026-09-08
48gpt-4o-2024-08-06OpenAI51058102026-09-08
49Qwen3-32BOVH AI Endpoints (GRA)52453402026-09-08
50gpt-3.5-turboOpenAI52668602026-09-08
51Gemini 2.5 FlashGoogle Gemini53866402026-09-08
52Gemini Flash-Lite LatestGoogle Gemini54378002026-09-08
53Gemini 3 Flash PreviewGoogle Gemini54372602026-09-08
54Qwen3.5-9BOVH AI Endpoints (GRA)54359202026-09-08
55gpt-5.1-2025-11-13OpenAI56157702026-09-08
56gpt-4o-2024-05-13OpenAI571260402026-09-08
57o4-mini-2025-04-16OpenAI57163302026-09-08
58Gemini 3.5 FlashGoogle Gemini57462902026-09-08
59gpt-5.4OpenAI58860702026-09-08
60o3-2025-04-16OpenAI58993602026-09-08
61Gemini Flash LatestGoogle Gemini60060202026-09-08
62gpt-4oOpenAI60590602026-09-08
63FLUX.1 SchnellHugging Face (nscale)62566632026-08-21
64gpt-4.1-2025-04-14OpenAI63588302026-09-08
65o3-miniOpenAI63767602026-09-08
66gpt-5.2-2025-12-11OpenAI63969902026-09-08
67o1OpenAI643167902026-09-08
68o4-miniOpenAI64779002026-09-08
69o1-2024-12-17OpenAI65070402026-09-08
70Claude Haiku 4.5Anthropic66769102026-09-08
71gpt-5-mini-2025-08-07OpenAI67889702026-09-08
72gpt-5.1OpenAI67891202026-09-08
73gpt-5-miniOpenAI689123002026-09-08
74gpt-5-nano-2025-08-07OpenAI69087302026-09-08
75MiniMax M2.5OpenRouter698104302026-09-08
76o3-mini-2025-01-31OpenAI71094102026-09-08
77gpt-3.5-turbo-16kOpenAI716118402026-09-08
78gpt-5OpenAI72198102026-09-08
79gpt-5-2025-08-07OpenAI73573702026-09-08
80gpt-5.2OpenAI763114802026-09-08
81gpt-5-nanoOpenAI79781302026-09-08
82o3OpenAI821—22026-09-08
83DeepSeek v3.2OpenRouter82984102026-09-08
84Qwen 3.7 MaxOpenRouter859883402026-09-08
85gpt-5.5OpenAI88991602026-09-08
86gpt-4-turboOpenAI89597702026-09-08
87Claude Opus 4.7Anthropic91592602026-09-08
88Google Lyria 3 Pro PreviewOpenRouter920100732026-06-16
89Claude Sonnet 4.5Anthropic92696502026-09-08
90Qwen3.5-397B-A17BOVH AI Endpoints (GRA)941108302026-09-08
91Qwen 3.6 PlusOpenRouter954105602026-09-08
92gpt-4OpenAI96297702026-09-08
93gpt-4-0613OpenAI1058111102026-09-08
94Claude Opus 4.8Anthropic1065118802026-09-08
95Claude Opus 4.5Anthropic1132173802026-09-08
96gpt-4-turbo-2024-04-09OpenAI1172130802026-09-08
97Claude Opus 5Anthropic1203135602026-09-08
98gpt-5.5-2026-04-23OpenAI1223317602026-09-08
99Qwen3.7 PlusAlibaba Cloud Qwen (DashScope Intl)1242127702026-09-08
100Qwen3.7 MaxAlibaba Cloud Qwen (DashScope Intl)1259139102026-09-08
101gpt-5-search-apiOpenAI1290265002026-09-08
102gpt-3.5-turbo-1106OpenAI1414170602026-09-08
103Claude Sonnet 5Anthropic1463164802026-09-08
104Gemini Pro LatestGoogle Gemini1530176902026-09-08
105Claude Opus 4.6Anthropic1609418902026-09-08
106Gemini 2.5 ProGoogle Gemini1773202002026-09-08
107Gemini 3.1 Pro PreviewGoogle Gemini1775252902026-09-08
108Claude Sonnet 4.6Anthropic1838233102026-09-08
109gpt-5-search-api-2025-10-14OpenAI1938241402026-09-08
110GLM-4.6V (vision)Z.ai (GLM / Zhipu)1982287502026-09-08
111DeepSeek v4 ProOpenRouter2057223102026-09-08
112GLM-5.2Z.ai (GLM / Zhipu)2219286002026-09-08
113Nano BananaGoogle Gemini2873—02026-06-21
114Claude Fable 5Anthropic2982299202026-09-08
115GLM-5Z.ai (GLM / Zhipu)3075336402026-09-08
116GLM-4.5V (vision)Z.ai (GLM / Zhipu)36241365002026-09-08
117GLM-4.5 AirZ.ai (GLM / Zhipu)3756376402026-09-08
118Gemini Robotics-ER 1.6 PreviewGoogle Gemini4190—02026-06-21
119Nano Banana 2Google Gemini4330—02026-06-21
120GLM-5 TurboZ.ai (GLM / Zhipu)6582714602026-09-08
121GLM-4.7Z.ai (GLM / Zhipu)66912973302026-09-08
122GLM-4.5Z.ai (GLM / Zhipu)6778687702026-09-08
123GLM-5.1Z.ai (GLM / Zhipu)7158720202026-09-08
124Gemini 3.1 Pro Preview Custom ToolsGoogle Gemini7298—02026-06-21
125CogView-4Z.ai (GLM / Zhipu)7600851502026-08-21
126Lyria 3 Clip PreviewGoogle Gemini9402—02026-06-14
127Nano Banana ProGoogle Gemini10741—02026-06-21
128Nano Banana ProGoogle Gemini11201—02026-06-21
129Gemma 4 31B ITGoogle Gemini11240—02026-06-14
130Gemma 4 26B A4B ITGoogle Gemini12943—02026-06-14
131GLM-4.6Z.ai (GLM / Zhipu)167752593812026-09-08
132GLM ImageZ.ai (GLM / Zhipu)300003000032026-08-21
133Claude Opus 4.1Anthropic——12026-08-09
134gpt-3.5-turbo-instructOpenAI——12026-05-27
135gpt-3.5-turbo-instruct-0914OpenAI——12026-05-27
136gpt-4o-audio-previewOpenAI——12026-05-24
137gpt-4o-realtime-previewOpenAI——12026-05-24
138gpt-4o-realtime-preview-2024-12-17OpenAI——12026-05-24
139gpt-4o-audio-preview-2024-12-17OpenAI——12026-05-24
140gpt-4o-mini-realtime-preview-2024-12-17OpenAI——12026-05-24
141gpt-4o-mini-audio-preview-2024-12-17OpenAI——12026-05-24
142gpt-4o-mini-realtime-previewOpenAI——12026-05-24
143gpt-4o-mini-audio-previewOpenAI——12026-05-24
144gpt-4o-mini-search-preview-2025-03-11OpenAI——12026-07-26
145gpt-4o-mini-search-previewOpenAI——12026-08-23
146OpenAI GPT-4o TranscribeOpenAI——12026-05-31
147OpenAI GPT-4o mini TranscribeOpenAI——12026-05-31
148o1-pro-2025-03-19OpenAI——12026-05-27
149o1-proOpenAI——12026-05-27
150gpt-4o-mini-ttsOpenAI——12026-05-31
151OpenAI GPT Image 1OpenAI——12026-05-31
152gpt-4o-realtime-preview-2025-06-03OpenAI——12026-05-24
153gpt-4o-audio-preview-2025-06-03OpenAI——12026-05-24
154o4-mini-deep-researchOpenAI——12026-05-27
155gpt-4o-transcribe-diarizeOpenAI——12026-06-21
156o4-mini-deep-research-2025-06-26OpenAI——12026-05-27
157gpt-5-chat-latestOpenAI——12026-07-26
158gpt-audio-2025-08-28OpenAI——12026-06-21
159gpt-realtimeOpenAI——12026-05-31
160gpt-realtime-2025-08-28OpenAI——12026-05-31
161gpt-audioOpenAI——12026-06-21
162gpt-5-codexOpenAI——12026-05-31
163gpt-image-1-miniOpenAI——12026-05-31
164gpt-5-pro-2025-10-06OpenAI——12026-05-27
165gpt-5-proOpenAI——12026-05-27
166gpt-audio-miniOpenAI——12026-06-21
167gpt-audio-mini-2025-10-06OpenAI——12026-06-21
168gpt-realtime-miniOpenAI——12026-05-31
169gpt-realtime-mini-2025-10-06OpenAI——12026-05-31
170gpt-5.1-chat-latestOpenAI——12026-07-26
171gpt-5.1-codexOpenAI——12026-05-31
172gpt-5.1-codex-miniOpenAI——12026-05-31
173gpt-5.1-codex-maxOpenAI——12026-05-31
174gpt-image-1.5OpenAI——12026-06-21
175gpt-5.2-pro-2025-12-11OpenAI——12026-05-27
176gpt-5.2-proOpenAI——12026-05-27
177gpt-5.2-chat-latestOpenAI——12026-08-16
178gpt-4o-mini-transcribe-2025-12-15OpenAI——12026-05-31
179gpt-4o-mini-transcribe-2025-03-20OpenAI——12026-05-31
180gpt-4o-mini-tts-2025-03-20OpenAI——12026-05-31
181gpt-4o-mini-tts-2025-12-15OpenAI——12026-05-31
182gpt-realtime-mini-2025-12-15OpenAI——12026-05-31
183gpt-audio-mini-2025-12-15OpenAI——12026-06-21
184chatgpt-image-latestOpenAI——12026-06-14
185gpt-5.2-codexOpenAI——12026-05-31
186gpt-5.3-codexOpenAI——12026-05-31
187gpt-realtime-1.5OpenAI——12026-05-31
188gpt-audio-1.5OpenAI——12026-06-21
189gpt-4o-search-previewOpenAI——12026-08-23
190gpt-4o-search-preview-2025-03-11OpenAI——12026-07-26
191gpt-5.3-chat-latestOpenAI——12026-08-16
192gpt-5.4-proOpenAI——12026-05-27
193gpt-5.4-pro-2026-03-05OpenAI——12026-05-27
194gpt-image-2OpenAI——12026-06-21
195gpt-image-2-2026-04-21OpenAI——12026-06-21
196gpt-5.5-proOpenAI——12026-05-27
197gpt-5.5-pro-2026-04-23OpenAI——12026-05-27
198Gemini 2.0 FlashGoogle Gemini——12026-05-27
199Gemini 2.0 Flash 001Google Gemini——12026-05-27
200Gemini 2.0 Flash-Lite 001Google Gemini——12026-05-27
201Gemini 2.0 Flash-LiteGoogle Gemini——12026-05-27
202Gemini 2.5 Flash Preview TTSGoogle Gemini——12026-06-21
203Gemini 2.5 Pro Preview TTSGoogle Gemini——12026-06-21
204Gemma 3 1BGoogle Gemini——12026-05-24
205Gemma 3 4BGoogle Gemini——12026-05-24
206Gemma 3 12BGoogle Gemini——12026-05-24
207Gemma 3 27BGoogle Gemini——12026-05-24
208Gemma 3n E4BGoogle Gemini——12026-05-24
209Gemma 3n E2BGoogle Gemini——12026-05-24
210Gemini 3 Pro PreviewGoogle Gemini——12026-05-27
211Gemini 3.1 Flash Lite PreviewGoogle Gemini——12026-05-27
212Lyria 3 Pro PreviewGoogle Gemini——12026-06-14
213Gemini 3.1 Flash TTS PreviewGoogle Gemini——12026-06-21
214Gemini Robotics-ER 1.5 PreviewGoogle Gemini——12026-05-27
215Gemini 2.5 Computer Use Preview 10-2025Google Gemini——12026-06-21
216Deep Research Max Preview (Apr-21-2026)Google Gemini——12026-06-21
217Deep Research Preview (Apr-21-2026)Google Gemini——12026-06-21
218Deep Research Pro Preview (Dec-12-2025)Google Gemini——12026-06-21
219NVIDIA Nemotron Super 49B v1.5OpenRouter——32026-09-08
220Llama-3.1-8B-InstructOVH AI Endpoints (GRA)——12026-06-28
221gpt-realtime-translateOpenAI——12026-05-27
222gpt-realtime-2OpenAI——12026-05-27
223gpt-realtime-whisperOpenAI——12026-05-27
224Antigravity Agent PreviewGoogle Gemini——12026-06-14
225OpenAI text-embedding-3-smallOpenAI——12026-06-21
226OpenAI text-embedding-3-largeOpenAI——12026-06-21
227Whisper Large v3 Turbo (speech-to-text)OVH AI Endpoints (GRA)——12026-07-12