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
5Qwen3-Coder-30B-A3B-InstructOVH AI Endpoints (GRA)828402026-09-14
6Llama-3.1-8B-InstructOVH AI Endpoints (GRA)9010102026-05-27
7Meta-Llama-3_3-70B-InstructOVH AI Endpoints (GRA)10515502026-05-27
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)13613802026-09-14
15Qwen2.5-VL-72B-InstructOVH AI Endpoints (GRA)14539402026-09-14
16Mistral-Nemo-Instruct-2407OVH AI Endpoints (GRA)15819002026-09-14
17Claude Opus 4Anthropic17217232026-06-15
18Mistral-Small-3.2-24B-Instruct-2506OVH AI Endpoints (GRA)17469102026-09-14
19MiniMax M2.5OpenRouter17520402026-09-14
20Claude Sonnet 4Anthropic18021132026-06-15
21Llama 4 ScoutOpenRouter20221002026-09-14
22Mistral Voxtral Small 24BOpenRouter20525602026-08-21
23gpt-oss-120bOVH AI Endpoints (GRA)20935902026-09-14
24Nous Hermes 3 70BOpenRouter21263502026-09-14
25Mistral-7B-Instruct-v0.3OVH AI Endpoints (GRA)22878402026-09-14
26gpt-oss-20bOVH AI Endpoints (GRA)27331102026-09-14
27Qwen3.5-397B-A17BOVH AI Endpoints (GRA)32040002026-09-14
28Cohere Command-AOpenRouter40275502026-09-14
29Qwen3-32BOVH AI Endpoints (GRA)41243902026-05-27
30gpt-4.1-mini-2025-04-14OpenAI44645502026-09-14
31gpt-4.1-nanoOpenAI48860402026-09-14
32Qwen3.5-9BOVH AI Endpoints (GRA)49049502026-05-27
33gpt-5.4-mini-2026-03-17OpenAI51656202026-09-14
34Gemini 2.5 FlashGoogle Gemini51854302026-09-14
35Gemini 2.5 Flash-LiteGoogle Gemini532276702026-09-14
36Qwen3.5-9BOVH AI Endpoints (GRA)53872902026-09-14
37Gemini 3.1 Flash LiteGoogle Gemini54267102026-09-14
38o1-2024-12-17OpenAI54391102026-09-14
39gpt-4o-2024-05-13OpenAI54463302026-09-14
40gpt-4.1OpenAI54462002026-09-14
41gpt-5.4-miniOpenAI548114402026-09-14
42Llama 4 MaverickOpenRouter54865302026-09-14
43Qwen3-32BOVH AI Endpoints (GRA)54862202026-09-14
44gpt-4.1-nano-2025-04-14OpenAI55060102026-09-14
45gpt-4o-mini-2024-07-18OpenAI55459302026-09-14
46Claude Haiku 4.5Anthropic56157702026-09-14
47Gemini Flash-Lite LatestGoogle Gemini56258702026-09-14
48Llama 3.3 70B InstructOpenRouter56787002026-09-14
49gpt-4o-miniOpenAI57063602026-09-14
50gpt-4.1-miniOpenAI57288202026-09-14
51o3-miniOpenAI57961902026-09-14
52Qwen 2.5 VL 72B InstructOpenRouter58263802026-09-14
53gpt-3.5-turbo-0125OpenAI59077702026-09-14
54gpt-5.1OpenAI61370502026-09-14
55gpt-4o-2024-11-20OpenAI617137902026-09-14
56Qwen 3.6 PlusOpenRouter62286302026-09-14
57FLUX.1 SchnellHugging Face (nscale)62566632026-08-21
58gpt-5.4OpenAI64669602026-09-14
59gpt-5.4-nanoOpenAI66868702026-09-14
60gpt-4.1-2025-04-14OpenAI66981602026-09-14
61gpt-4o-2024-08-06OpenAI691168702026-09-14
62Qwen 3.7 MaxOpenRouter74283702026-09-14
63gpt-5-nanoOpenAI75577702026-09-14
64o3-2025-04-16OpenAI765112202026-09-14
65gpt-5.4-nano-2026-03-17OpenAI77693402026-09-14
66Claude Sonnet 4.5Anthropic78283802026-09-14
67o3OpenAI822—22026-09-14
68Gemini 3 Flash PreviewGoogle Gemini83485902026-09-14
69Claude Opus 4.5Anthropic845180302026-09-14
70Claude Opus 4.7Anthropic84686102026-09-14
71gpt-4-turboOpenAI84996602026-09-14
72gpt-5.4-2026-03-05OpenAI850130602026-09-14
73gpt-5.2-2025-12-11OpenAI851108602026-09-14
74gpt-5.1-2025-11-13OpenAI85391402026-09-14
75gpt-3.5-turbo-16kOpenAI884159302026-09-14
76gpt-5-mini-2025-08-07OpenAI893131102026-09-14
77gpt-5-2025-08-07OpenAI919283202026-09-14
78Google Lyria 3 Pro PreviewOpenRouter920100732026-06-16
79gpt-4-0613OpenAI925137602026-09-14
80Gemini 3.5 FlashGoogle Gemini925140202026-09-14
81o4-miniOpenAI934104702026-09-14
82o4-mini-2025-04-16OpenAI960111602026-09-14
83gpt-4-turbo-2024-04-09OpenAI972144302026-09-14
84DeepSeek v4 ProOpenRouter973196202026-09-14
85Claude Opus 4.8Anthropic987111802026-09-14
86o3-mini-2025-01-31OpenAI988316302026-09-14
87gpt-4OpenAI993100602026-09-14
88o1OpenAI1026272102026-09-14
89Claude Sonnet 5Anthropic1067141602026-09-14
90Qwen3.7 MaxAlibaba Cloud Qwen (DashScope Intl)1089120002026-09-14
91Gemini Flash LatestGoogle Gemini1097255302026-09-14
92Qwen3.7 PlusAlibaba Cloud Qwen (DashScope Intl)1143127302026-09-14
93gpt-5OpenAI1167121202026-09-14
94gpt-5.5OpenAI1196169402026-09-14
95gpt-5-miniOpenAI1197159502026-09-14
96Claude Opus 4.6Anthropic1323146602026-09-14
97gpt-4oOpenAI1326259002026-09-14
98Gemini 2.5 ProGoogle Gemini1365189402026-09-14
99gpt-3.5-turbo-1106OpenAI1423263302026-09-14
100DeepSeek v3.2OpenRouter1423210802026-09-14
101gpt-5.2OpenAI1443144902026-09-14
102GLM-4.5V (vision)Z.ai (GLM / Zhipu)1486489402026-09-14
103gpt-5-search-apiOpenAI1496203302026-09-14
104gpt-5-search-api-2025-10-14OpenAI1546274502026-09-14
105gpt-3.5-turboOpenAI1620239402026-09-14
106Claude Opus 5Anthropic1862259702026-09-14
107Gemini 3.1 Pro PreviewGoogle Gemini1951233602026-09-14
108GLM-4.5 AirZ.ai (GLM / Zhipu)2013270402026-09-14
109GLM-4.6V (vision)Z.ai (GLM / Zhipu)2021244202026-09-14
110Gemini Pro LatestGoogle Gemini2091—22026-09-14
111gpt-5.5-2026-04-23OpenAI2129414402026-09-14
112GLM-4.5Z.ai (GLM / Zhipu)2177304202026-09-14
113Claude Sonnet 4.6Anthropic2238229202026-09-14
114gpt-5-nano-2025-08-07OpenAI2522426202026-09-14
115GLM-5Z.ai (GLM / Zhipu)2675270302026-09-14
116Nano BananaGoogle Gemini2873—02026-06-21
117Claude Fable 5Anthropic2913322802026-09-14
118GLM-5.2Z.ai (GLM / Zhipu)3084319802026-09-14
119GLM-4.6Z.ai (GLM / Zhipu)41632672902026-09-14
120Gemini Robotics-ER 1.6 PreviewGoogle Gemini4190—02026-06-21
121GLM-5.1Z.ai (GLM / Zhipu)4264624902026-09-14
122Nano Banana 2Google Gemini4330—02026-06-21
123GLM-4.7Z.ai (GLM / Zhipu)4418444102026-09-14
124GLM-5 TurboZ.ai (GLM / Zhipu)5753753902026-09-14
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
128Nano Banana ProGoogle Gemini10741—02026-06-21
129Nano Banana ProGoogle Gemini11201—02026-06-21
130Gemma 4 31B ITGoogle Gemini11240—02026-06-14
131Gemma 4 26B A4B ITGoogle Gemini12943—02026-06-14
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——32026-09-14
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