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.ai0032026-07-30
2FLUX.1 Kontext [pro] — Multi-Image Fusionfal.ai0032026-07-30
3pplOVH AI Endpoints (GRA)4533632026-06-16
4NVIDIA Nemotron Super 49B v1.5OpenRouter515732026-07-30
5Llama-3.1-8B-InstructOVH AI Endpoints (GRA)9010102026-05-27
6Qwen3-Coder-30B-A3B-InstructOVH AI Endpoints (GRA)9010302026-07-30
7Mistral-Nemo-Instruct-2407OVH AI Endpoints (GRA)10032202026-07-30
8SDXL 1.0Hugging Face (nscale)10010732026-07-30
9Meta-Llama-3_3-70B-InstructOVH AI Endpoints (GRA)10515502026-05-27
10Mistral-Nemo-Instruct-2407OVH AI Endpoints (GRA)10713302026-05-27
▸Afficher tous les résultats (213)
RangModèleFournisseurP50 msP95 msErreursDernière exécution
11Qwen2.5-VL-72B-InstructOVH AI Endpoints (GRA)10813602026-05-27
12Mistral-Small-3.2-24B-Instruct-2506OVH AI Endpoints (GRA)11212902026-05-27
13Mistral-7B-Instruct-v0.3OVH AI Endpoints (GRA)11949302026-05-27
14Qwen3-Coder-30B-A3B-InstructOVH AI Endpoints (GRA)12215802026-05-27
15Qwen2.5-VL-72B-InstructOVH AI Endpoints (GRA)130111502026-07-30
16Meta-Llama-3_3-70B-InstructOVH AI Endpoints (GRA)140189202026-07-30
17Mistral-7B-Instruct-v0.3OVH AI Endpoints (GRA)16519702026-07-30
18Claude Opus 4Anthropic17217232026-06-15
19Claude Sonnet 4Anthropic18021132026-06-15
20Nous Hermes 3 70BOpenRouter18520202026-07-30
21Mistral Voxtral Small 24BOpenRouter21922502026-07-30
22Llama 4 ScoutOpenRouter22438802026-07-30
23gpt-oss-20bOVH AI Endpoints (GRA)24925002026-07-30
24Qwen3.5-397B-A17BOVH AI Endpoints (GRA)285104002026-07-30
25Llama 3.3 70B InstructOpenRouter32639202026-07-30
26MiniMax M2.5OpenRouter37760902026-07-30
27Mistral-Small-3.2-24B-Instruct-2506OVH AI Endpoints (GRA)37837802026-07-30
28Qwen3-32BOVH AI Endpoints (GRA)41243902026-05-27
29Gemini 2.5 Flash-LiteGoogle Gemini41342502026-07-30
30FLUX.1 SchnellHugging Face (nscale)42160032026-07-30
31gpt-oss-120bOVH AI Endpoints (GRA)43354002026-07-30
32Qwen 2.5 VL 72B InstructOpenRouter44377602026-07-30
33gpt-4.1-miniOpenAI45957102026-07-30
34Qwen3-32BOVH AI Endpoints (GRA)47562002026-07-30
35Llama 4 MaverickOpenRouter476519002026-07-30
36gpt-4o-miniOpenAI48463902026-07-30
37gpt-4.1-nanoOpenAI48652102026-07-30
38Qwen3.5-9BOVH AI Endpoints (GRA)49049502026-05-27
39Qwen3.5-9BOVH AI Endpoints (GRA)52552902026-07-30
40Cohere Command-AOpenRouter535131402026-07-30
41gpt-4.1OpenAI547172702026-07-30
42gpt-5.4-nanoOpenAI55073602026-07-30
43o3-miniOpenAI55760102026-07-30
44gpt-5.4-miniOpenAI59773402026-07-30
45gpt-4oOpenAI60677702026-07-30
46o3OpenAI62364512026-07-30
47o4-miniOpenAI63066702026-07-30
48gpt-5-miniOpenAI69579402026-07-30
49Gemini 2.5 FlashGoogle Gemini71872102026-07-30
50gpt-4.1-nano-2025-04-14OpenAI721—02026-07-26
51Qwen 3.7 MaxOpenRouter723125502026-07-30
52gpt-5.1OpenAI74478002026-07-30
53gpt-5.4OpenAI75385702026-07-30
54Claude Haiku 4.5Anthropic761189502026-07-30
55gpt-5OpenAI771278902026-07-30
56Gemini 3.1 Flash LiteGoogle Gemini812—02026-07-26
57gpt-5.2-chat-latestOpenAI81882502026-07-30
58gpt-5-nanoOpenAI84086702026-07-30
59gpt-5.2OpenAI891156202026-07-30
60gpt-5.3-chat-latestOpenAI908103802026-07-30
61Google Lyria 3 Pro PreviewOpenRouter920100732026-06-16
62Qwen 3.6 PlusOpenRouter92792702026-07-30
63gpt-4o-2024-11-20OpenAI1003—02026-07-26
64Gemini Flash-Lite LatestGoogle Gemini1008—02026-07-26
65gpt-5.4-mini-2026-03-17OpenAI1046—02026-07-26
66Claude Opus 4.8Anthropic1053108302026-07-30
67gpt-3.5-turboOpenAI1078—02026-07-26
68gpt-4o-mini-2024-07-18OpenAI1097—02026-07-26
69gpt-5.5OpenAI1126161002026-07-30
70gpt-4o-2024-08-06OpenAI1232—02026-07-26
71gpt-3.5-turbo-1106OpenAI1249—02026-07-26
72gpt-4o-mini-search-previewOpenAI1276—02026-07-26
73Claude Opus 4.5Anthropic1288194402026-07-30
74GLM-4.6V (vision)Z.ai (GLM / Zhipu)1290134602026-07-30
75gpt-5.1-2025-11-13OpenAI1317—02026-07-26
76Gemini 2.5 ProGoogle Gemini1341152002026-07-30
77GLM-5Z.ai (GLM / Zhipu)1345176902026-07-30
78gpt-5.4-2026-03-05OpenAI1375—02026-07-26
79DeepSeek v3.2OpenRouter1408327502026-07-30
80o3-2025-04-16OpenAI1425—02026-07-26
81gpt-4.1-2025-04-14OpenAI1445—02026-07-26
82gpt-5.4-nano-2026-03-17OpenAI1461—02026-07-26
83gpt-3.5-turbo-0125OpenAI1486—02026-07-26
84gpt-5.2-2025-12-11OpenAI1507—02026-07-26
85gpt-4-0613OpenAI1524—02026-07-26
86gpt-5-search-api-2025-10-14OpenAI1551—02026-07-26
87Claude Opus 5Anthropic1682181602026-07-30
88gpt-4o-2024-05-13OpenAI1695—02026-07-26
89gpt-3.5-turbo-16kOpenAI1697—02026-07-26
90GLM-4.5V (vision)Z.ai (GLM / Zhipu)1711243702026-07-30
91gpt-5.5-2026-04-23OpenAI1728—02026-07-26
92o3-mini-2025-01-31OpenAI1738—02026-07-26
93DeepSeek v4 ProOpenRouter1741187902026-07-30
94GLM-5 TurboZ.ai (GLM / Zhipu)1806689202026-07-30
95gpt-4o-search-previewOpenAI2032—02026-07-26
96Claude Opus 4.1Anthropic2077255002026-07-30
97o4-mini-2025-04-16OpenAI2161—02026-07-26
98Claude Sonnet 4.6Anthropic2173254702026-07-30
99gpt-4.1-mini-2025-04-14OpenAI2219—02026-07-26
100gpt-5-mini-2025-08-07OpenAI2427—02026-07-26
101o1OpenAI2530—02026-07-26
102Nano BananaGoogle Gemini2873—02026-06-21
103o1-2024-12-17OpenAI2940—02026-07-26
104Gemini 3 Flash PreviewGoogle Gemini2946—02026-07-26
105gpt-5-nano-2025-08-07OpenAI2962—02026-07-26
106Gemini 3.5 FlashGoogle Gemini2990—02026-07-26
107gpt-4OpenAI3002—02026-07-26
108GLM-4.6Z.ai (GLM / Zhipu)3218342002026-07-30
109Claude Opus 4.7Anthropic3265445202026-07-30
110GLM-5.2Z.ai (GLM / Zhipu)3291395202026-07-30
111GLM-5.1Z.ai (GLM / Zhipu)3388418502026-07-30
112Gemini Flash LatestGoogle Gemini3571—02026-07-26
113gpt-5-search-apiOpenAI3713—02026-07-26
114Claude Sonnet 4.5Anthropic4022836902026-07-30
115Gemini Robotics-ER 1.6 PreviewGoogle Gemini4190—02026-06-21
116Nano Banana 2Google Gemini4330—02026-06-21
117Gemini Pro LatestGoogle Gemini4359—02026-07-26
118gpt-5-2025-08-07OpenAI4774—02026-07-26
119gpt-4-turboOpenAI4835—02026-07-26
120Gemini 3.1 Pro PreviewGoogle Gemini4955—02026-07-26
121GLM-4.5 AirZ.ai (GLM / Zhipu)52851249102026-07-30
122GLM-4.7Z.ai (GLM / Zhipu)54013000012026-07-30
123gpt-4-turbo-2024-04-09OpenAI6778—02026-07-26
124GLM-4.5Z.ai (GLM / Zhipu)69943000012026-07-30
125Gemini 3.1 Pro Preview Custom ToolsGoogle Gemini7298—02026-06-21
126Claude Fable 5Anthropic8078945502026-07-30
127CogView-4Z.ai (GLM / Zhipu)8888928702026-07-30
128Lyria 3 Clip PreviewGoogle Gemini9402—02026-06-14
129Nano Banana ProGoogle Gemini10741—02026-06-21
130Nano Banana ProGoogle Gemini11201—02026-06-21
131Gemma 4 31B ITGoogle Gemini11240—02026-06-14
132Gemma 4 26B A4B ITGoogle Gemini12943—02026-06-14
133Claude Opus 4.6Anthropic151781549722026-07-30
134GLM ImageZ.ai (GLM / Zhipu)300003000032026-07-30
135gpt-3.5-turbo-instructOpenAI——12026-05-27
136gpt-3.5-turbo-instruct-0914OpenAI——12026-05-27
137gpt-4o-audio-previewOpenAI——12026-05-24
138gpt-4o-realtime-previewOpenAI——12026-05-24
139gpt-4o-realtime-preview-2024-12-17OpenAI——12026-05-24
140gpt-4o-audio-preview-2024-12-17OpenAI——12026-05-24
141gpt-4o-mini-realtime-preview-2024-12-17OpenAI——12026-05-24
142gpt-4o-mini-audio-preview-2024-12-17OpenAI——12026-05-24
143gpt-4o-mini-realtime-previewOpenAI——12026-05-24
144gpt-4o-mini-audio-previewOpenAI——12026-05-24
145gpt-4o-mini-search-preview-2025-03-11OpenAI——12026-07-26
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-4o-mini-transcribe-2025-12-15OpenAI——12026-05-31
178gpt-4o-mini-transcribe-2025-03-20OpenAI——12026-05-31
179gpt-4o-mini-tts-2025-03-20OpenAI——12026-05-31
180gpt-4o-mini-tts-2025-12-15OpenAI——12026-05-31
181gpt-realtime-mini-2025-12-15OpenAI——12026-05-31
182gpt-audio-mini-2025-12-15OpenAI——12026-06-21
183chatgpt-image-latestOpenAI——12026-06-14
184gpt-5.2-codexOpenAI——12026-05-31
185gpt-5.3-codexOpenAI——12026-05-31
186gpt-realtime-1.5OpenAI——12026-05-31
187gpt-audio-1.5OpenAI——12026-06-21
188gpt-4o-search-preview-2025-03-11OpenAI——12026-07-26
189gpt-5.4-proOpenAI——12026-05-27
190gpt-5.4-pro-2026-03-05OpenAI——12026-05-27
191gpt-image-2OpenAI——12026-06-21
192gpt-image-2-2026-04-21OpenAI——12026-06-21
193gpt-5.5-proOpenAI——12026-05-27
194gpt-5.5-pro-2026-04-23OpenAI——12026-05-27
195Gemini 2.0 FlashGoogle Gemini——12026-05-27
196Gemini 2.0 Flash 001Google Gemini——12026-05-27
197Gemini 2.0 Flash-Lite 001Google Gemini——12026-05-27
198Gemini 2.0 Flash-LiteGoogle Gemini——12026-05-27
199Gemini 2.5 Flash Preview TTSGoogle Gemini——12026-06-21
200Gemini 2.5 Pro Preview TTSGoogle Gemini——12026-06-21
201Gemma 3 1BGoogle Gemini——12026-05-24
202Gemma 3 4BGoogle Gemini——12026-05-24
203Gemma 3 12BGoogle Gemini——12026-05-24
204Gemma 3 27BGoogle Gemini——12026-05-24
205Gemma 3n E4BGoogle Gemini——12026-05-24
206Gemma 3n E2BGoogle Gemini——12026-05-24
207Gemini 3 Pro PreviewGoogle Gemini——12026-05-27
208Gemini 3.1 Flash Lite PreviewGoogle Gemini——12026-05-27
209Lyria 3 Pro PreviewGoogle Gemini——12026-06-14
210Gemini 3.1 Flash TTS PreviewGoogle Gemini——12026-06-21
211Gemini Robotics-ER 1.5 PreviewGoogle Gemini——12026-05-27
212Gemini 2.5 Computer Use Preview 10-2025Google Gemini——12026-06-21
213Deep Research Max Preview (Apr-21-2026)Google Gemini——12026-06-21
214Deep Research Preview (Apr-21-2026)Google Gemini——12026-06-21
215Deep Research Pro Preview (Dec-12-2025)Google Gemini——12026-06-21
216Llama-3.1-8B-InstructOVH AI Endpoints (GRA)——12026-06-28
217gpt-realtime-translateOpenAI——12026-05-27
218gpt-realtime-2OpenAI——12026-05-27
219gpt-realtime-whisperOpenAI——12026-05-27
220Antigravity Agent PreviewGoogle Gemini——12026-06-14
221OpenAI text-embedding-3-smallOpenAI——12026-06-21
222OpenAI text-embedding-3-largeOpenAI——12026-06-21
223Whisper Large v3 Turbo (speech-to-text)OVH AI Endpoints (GRA)——12026-07-12