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Azure Cognitive Services

Review Azure Cognitive Services connection details and model capabilities.

Connection

Field Value
Anvia SDK No dedicated package
Compatibility Provider metadata
API URL Not listed in models.dev
Environment AZURE_COGNITIVE_SERVICES_API_KEY, AZURE_COGNITIVE_SERVICES_RESOURCE_NAME
Provider docs https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models
Models 95

Anvia Usage

Anvia does not currently ship a dedicated provider package for this endpoint. Use the connection details here for evaluation, then build a custom integration against @anvia/core completion contracts if you need to run it today.

Capabilities

Capability Value
Input modalities audio, image, pdf, text
Output modalities audio, image, text
Attachments 40 / 95 models
Tools 67 / 95 models
Structured output 18 / 95 models
Reasoning 44 / 95 models
Temperature 63 / 95 models
Open weights 41 / 95 models

Models

Model Family Input Output Capabilities Limits Cost Updated
claude-haiku-4-5
Claude Haiku 4.5
claude-haiku image, pdf, text text tools, schema, reasoning, temperature context: 200000 / output: 64000 input: 1 / output: 5 / cache_read: 0.1 / cache_write: 1.25 2025-11-18
claude-opus-4-1
Claude Opus 4.1
claude-opus image, pdf, text text tools, schema, reasoning, temperature context: 200000 / output: 32000 input: 15 / output: 75 / cache_read: 1.5 / cache_write: 18.75 2025-11-18
claude-opus-4-5
Claude Opus 4.5
claude-opus image, pdf, text text tools, reasoning, temperature context: 200000 / output: 64000 input: 5 / output: 25 / cache_read: 0.5 / cache_write: 6.25 2025-08-01
claude-opus-4-6
Claude Opus 4.6
claude-opus image, pdf, text text tools, reasoning, temperature context: 200000 / output: 128000 input: 5 / output: 25 / cache_read: 0.5 / cache_write: 6.25 2026-02-05
claude-opus-4-8
Claude Opus 4.8
claude-opus image, pdf, text text tools, reasoning, temperature context: 200000 / output: 128000 input: 5 / output: 25 / cache_read: 0.5 / cache_write: 6.25 2026-05-28
claude-sonnet-4-5
Claude Sonnet 4.5
claude-sonnet image, pdf, text text tools, schema, reasoning, temperature context: 200000 / output: 64000 input: 3 / output: 15 / cache_read: 0.3 / cache_write: 3.75 2025-11-18
codestral-2501
Codestral 25.01
codestral text text tools, temperature context: 256000 / output: 256000 input: 0.3 / output: 0.9 2025-01-01
codex-mini
Codex Mini
gpt-codex-mini text text tools, reasoning context: 200000 / output: 100000 input: 1.5 / output: 6 / cache_read: 0.375 2025-05-16
cohere-command-a
Command A
command-a text text tools, reasoning, temperature, open weights context: 256000 / output: 8000 input: 2.5 / output: 10 2025-03-13
cohere-command-r-08-2024
Command R
command-r text text tools, temperature, open weights context: 128000 / output: 4000 input: 0.15 / output: 0.6 2024-08-30
cohere-command-r-plus-08-2024
Command R+
command-r text text tools, temperature, open weights context: 128000 / output: 4000 input: 2.5 / output: 10 2024-08-30
cohere-embed-v-4-0
Embed v4
cohere-embed image, text text open weights context: 128000 / output: 1536 input: 0.12 / output: 0 2025-04-15
cohere-embed-v3-english
Embed v3 English
cohere-embed text text open weights context: 512 / output: 1024 input: 0.1 / output: 0 2023-11-07
cohere-embed-v3-multilingual
Embed v3 Multilingual
cohere-embed text text open weights context: 512 / output: 1024 input: 0.1 / output: 0 2023-11-07
deepseek-r1
DeepSeek-R1
deepseek-thinking text text reasoning, temperature, open weights context: 163840 / output: 163840 input: 1.35 / output: 5.4 2025-01-20
deepseek-r1-0528
DeepSeek-R1-0528
deepseek-thinking text text tools, reasoning, temperature, open weights context: 163840 / output: 163840 input: 1.35 / output: 5.4 2025-05-28
deepseek-v3-0324
DeepSeek-V3-0324
deepseek text text tools, temperature, open weights context: 131072 / output: 131072 input: 1.14 / output: 4.56 2025-03-24
deepseek-v3.1
DeepSeek-V3.1
deepseek text text tools, reasoning, temperature, open weights context: 131072 / output: 131072 input: 0.56 / output: 1.68 2025-08-21
deepseek-v3.2
DeepSeek-V3.2
deepseek text text tools, reasoning, temperature, open weights context: 128000 / output: 128000 input: 0.58 / output: 1.68 2025-12-01
deepseek-v3.2-speciale
DeepSeek-V3.2-Speciale
deepseek text text reasoning, temperature, open weights context: 128000 / output: 128000 input: 0.58 / output: 1.68 2025-12-01
gpt-3.5-turbo-0125
GPT-3.5 Turbo 0125
gpt text text temperature context: 16384 / output: 16384 input: 0.5 / output: 1.5 2024-01-25
gpt-3.5-turbo-0301
GPT-3.5 Turbo 0301
gpt text text temperature context: 4096 / output: 4096 input: 1.5 / output: 2 2023-03-01
gpt-3.5-turbo-0613
GPT-3.5 Turbo 0613
gpt text text temperature context: 16384 / output: 16384 input: 3 / output: 4 2023-06-13
gpt-3.5-turbo-1106
GPT-3.5 Turbo 1106
gpt text text temperature context: 16384 / output: 16384 input: 1 / output: 2 2023-11-06
gpt-3.5-turbo-instruct
GPT-3.5 Turbo Instruct
gpt text text temperature context: 4096 / output: 4096 input: 1.5 / output: 2 2023-09-21
gpt-4
GPT-4
gpt text text tools, temperature context: 8192 / output: 8192 input: 60 / output: 120 2023-03-14
gpt-4-32k
GPT-4 32K
gpt text text tools, temperature context: 32768 / output: 32768 input: 60 / output: 120 2023-03-14
gpt-4-turbo
GPT-4 Turbo
gpt image, text text tools, temperature context: 128000 / output: 4096 input: 10 / output: 30 2024-04-09
gpt-4-turbo-vision
GPT-4 Turbo Vision
gpt image, text text tools, temperature context: 128000 / output: 4096 input: 10 / output: 30 2024-04-09
gpt-4.1
GPT-4.1
gpt image, text text tools, temperature context: 1047576 / output: 32768 input: 2 / output: 8 / cache_read: 0.5 2025-04-14
gpt-4.1-mini
GPT-4.1 mini
gpt-mini image, text text tools, temperature context: 1047576 / output: 32768 input: 0.4 / output: 1.6 / cache_read: 0.1 2025-04-14
gpt-4.1-nano
GPT-4.1 nano
gpt-nano image, text text tools, temperature context: 1047576 / output: 32768 input: 0.1 / output: 0.4 / cache_read: 0.025 2025-04-14
gpt-4o
GPT-4o
gpt image, text text tools, temperature context: 128000 / output: 16384 input: 2.5 / output: 10 / cache_read: 1.25 2024-08-06
gpt-4o-mini
GPT-4o mini
gpt-mini image, text text tools, temperature context: 128000 / output: 16384 input: 0.15 / output: 0.6 / cache_read: 0.075 2024-07-18
gpt-5
GPT-5
gpt image, text text tools, reasoning context: 272000 / output: 128000 input: 1.25 / output: 10 / cache_read: 0.13 2025-08-07
gpt-5-chat
GPT-5 Chat
gpt-codex image, text text reasoning context: 128000 / output: 16384 input: 1.25 / output: 10 / cache_read: 0.13 2025-08-07
gpt-5-codex
GPT-5-Codex
gpt-codex image, text text tools, reasoning context: 400000 / output: 128000 input: 1.25 / output: 10 / cache_read: 0.13 2025-09-15
gpt-5-mini
GPT-5 Mini
gpt-mini image, text text tools, reasoning context: 272000 / output: 128000 input: 0.25 / output: 2 / cache_read: 0.03 2025-08-07
gpt-5-nano
GPT-5 Nano
gpt-nano image, text text tools, reasoning context: 272000 / output: 128000 input: 0.05 / output: 0.4 / cache_read: 0.01 2025-08-07
gpt-5-pro
GPT-5 Pro
gpt-pro image, text text tools, schema, reasoning context: 400000 / output: 272000 input: 15 / output: 120 2025-10-06
gpt-5.1
GPT-5.1
gpt audio, image, text audio, image, text tools, schema, reasoning context: 272000 / output: 128000 input: 1.25 / output: 10 / cache_read: 0.125 2025-11-14
gpt-5.1-chat
GPT-5.1 Chat
gpt-codex audio, image, text audio, image, text tools, schema, reasoning context: 128000 / output: 16384 input: 1.25 / output: 10 / cache_read: 0.125 2025-11-14
gpt-5.1-codex
GPT-5.1 Codex
gpt-codex audio, image, text audio, image, text tools, schema, reasoning context: 400000 / output: 128000 input: 1.25 / output: 10 / cache_read: 0.125 2025-11-14
gpt-5.1-codex-mini
GPT-5.1 Codex Mini
gpt-codex image, text text tools, schema, reasoning context: 400000 / output: 128000 input: 0.25 / output: 2 / cache_read: 0.025 2025-11-14
gpt-5.2
GPT-5.2
gpt image, text text tools, schema, reasoning context: 400000 / output: 128000 input: 1.75 / output: 14 / cache_read: 0.125 2025-12-11
gpt-5.2-chat
GPT-5.2 Chat
gpt-codex image, text text tools, schema, reasoning context: 128000 / output: 16384 input: 1.75 / output: 14 / cache_read: 0.175 2025-12-11
gpt-5.2-codex
GPT-5.2 Codex
gpt-codex image, text text tools, schema, reasoning context: 400000 / output: 128000 input: 1.75 / output: 14 / cache_read: 0.175 2026-01-14
gpt-5.3-codex
GPT-5.3 Codex
gpt-codex image, text text tools, schema, reasoning context: 400000 / output: 128000 input: 1.75 / output: 14 / cache_read: 0.175 2026-02-24
gpt-5.4
GPT-5.4
gpt image, pdf, text text tools, schema, reasoning context: 1050000 / input: 922000 / output: 128000 input: 2.5 / output: 15 / cache_read: 0.25 2026-03-05
gpt-5.4-mini
GPT-5.4 Mini
gpt-mini image, pdf, text text tools, schema, reasoning context: 400000 / input: 272000 / output: 128000 input: 0.75 / output: 4.5 / cache_read: 0.075 2026-03-17
gpt-5.4-nano
GPT-5.4 Nano
gpt-nano image, pdf, text text tools, schema, reasoning context: 400000 / input: 272000 / output: 128000 input: 0.2 / output: 1.25 / cache_read: 0.02 2026-03-17
gpt-5.4-pro
GPT-5.4 Pro
gpt-pro image, text text tools, reasoning context: 1050000 / input: 922000 / output: 128000 input: 30 / output: 180 2026-03-05
gpt-5.5
GPT-5.5
gpt image, pdf, text text tools, schema, reasoning context: 1050000 / input: 922000 / output: 128000 input: 5 / output: 30 / cache_read: 0.5 2026-04-24
grok-4-fast-reasoning
Grok 4 Fast (Reasoning)
grok image, text text tools, reasoning, temperature context: 2000000 / output: 30000 input: 0.2 / output: 0.5 / cache_read: 0.05 2025-09-19
kimi-k2-thinking
Kimi K2 Thinking
kimi-thinking text text tools, reasoning, temperature, open weights context: 262144 / output: 262144 input: 0.6 / output: 2.5 / cache_read: 0.15 2025-12-02
kimi-k2.5
Kimi K2.5
kimi-k2 image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 262144 input: 0.6 / output: 3 2026-01
kimi-k2.6
Kimi K2.6
kimi-k2 image, text text tools, schema, reasoning, temperature, open weights context: 262144 / output: 262144 input: 0.95 / output: 4 2026-04-21
llama-3.2-11b-vision-instruct
Llama-3.2-11B-Vision-Instruct
llama image, text text tools, temperature, open weights context: 128000 / output: 8192 input: 0.37 / output: 0.37 2024-09-25
llama-3.2-90b-vision-instruct
Llama-3.2-90B-Vision-Instruct
llama image, text text tools, temperature, open weights context: 128000 / output: 8192 input: 2.04 / output: 2.04 2024-09-25
llama-3.3-70b-instruct
Llama-3.3-70B-Instruct
llama text text tools, temperature, open weights context: 128000 / output: 32768 input: 0.71 / output: 0.71 2024-12-06
llama-4-maverick-17b-128e-instruct-fp8
Llama 4 Maverick 17B 128E Instruct FP8
llama image, text text tools, temperature, open weights context: 128000 / output: 8192 input: 0.25 / output: 1 2025-04-05
llama-4-scout-17b-16e-instruct
Llama 4 Scout 17B 16E Instruct
llama image, text text tools, temperature, open weights context: 128000 / output: 8192 input: 0.2 / output: 0.78 2025-04-05
meta-llama-3-70b-instruct
Meta-Llama-3-70B-Instruct
llama text text temperature, open weights context: 8192 / output: 2048 input: 2.68 / output: 3.54 2024-04-18
meta-llama-3-8b-instruct
Meta-Llama-3-8B-Instruct
llama text text temperature, open weights context: 8192 / output: 2048 input: 0.3 / output: 0.61 2024-04-18
meta-llama-3.1-405b-instruct
Meta-Llama-3.1-405B-Instruct
llama text text tools, temperature, open weights context: 128000 / output: 32768 input: 5.33 / output: 16 2024-07-23
meta-llama-3.1-70b-instruct
Meta-Llama-3.1-70B-Instruct
llama text text tools, temperature, open weights context: 128000 / output: 32768 input: 2.68 / output: 3.54 2024-07-23
meta-llama-3.1-8b-instruct
Meta-Llama-3.1-8B-Instruct
llama text text tools, temperature, open weights context: 128000 / output: 32768 input: 0.3 / output: 0.61 2024-07-23
ministral-3b
Ministral 3B
ministral text text tools, temperature, open weights context: 128000 / output: 8192 input: 0.04 / output: 0.04 2024-10-22
mistral-large-2411
Mistral Large 24.11
mistral-large text text tools, temperature context: 128000 / output: 32768 input: 2 / output: 6 2024-11-01
mistral-medium-2505
Mistral Medium 3
mistral-medium image, text text tools, temperature context: 128000 / output: 128000 input: 0.4 / output: 2 2025-05-07
mistral-nemo
Mistral Nemo
mistral-nemo text text tools, temperature, open weights context: 128000 / output: 128000 input: 0.15 / output: 0.15 2024-07-18
mistral-small-2503
Mistral Small 3.1
mistral-small image, text text tools, temperature context: 128000 / output: 32768 input: 0.1 / output: 0.3 2025-03-01
model-router
Model Router
model-router image, text text tools context: 128000 / output: 16384 input: 0.14 / output: 0 2025-11-18
o1 o image, text text tools, reasoning context: 200000 / output: 100000 input: 15 / output: 60 / cache_read: 7.5 2024-12-05
o1-mini o-mini text text tools, reasoning context: 128000 / output: 65536 input: 1.1 / output: 4.4 / cache_read: 0.55 2024-09-12
o3 o image, text text tools, reasoning context: 200000 / output: 100000 input: 2 / output: 8 / cache_read: 0.5 2025-04-16
o3-mini o-mini text text tools, reasoning context: 200000 / output: 100000 input: 1.1 / output: 4.4 / cache_read: 0.55 2025-01-29
o4-mini o-mini image, text text tools, reasoning context: 200000 / output: 100000 input: 1.1 / output: 4.4 / cache_read: 0.275 2025-04-16
phi-3-medium-128k-instruct
Phi-3-medium-instruct (128k)
phi text text temperature, open weights context: 128000 / output: 4096 input: 0.17 / output: 0.68 2024-04-23
phi-3-medium-4k-instruct
Phi-3-medium-instruct (4k)
phi text text temperature, open weights context: 4096 / output: 1024 input: 0.17 / output: 0.68 2024-04-23
phi-3-mini-128k-instruct
Phi-3-mini-instruct (128k)
phi text text temperature, open weights context: 128000 / output: 4096 input: 0.13 / output: 0.52 2024-04-23
phi-3-mini-4k-instruct
Phi-3-mini-instruct (4k)
phi text text temperature, open weights context: 4096 / output: 1024 input: 0.13 / output: 0.52 2024-04-23
phi-3-small-128k-instruct
Phi-3-small-instruct (128k)
phi text text temperature, open weights context: 128000 / output: 4096 input: 0.15 / output: 0.6 2024-04-23
phi-3-small-8k-instruct
Phi-3-small-instruct (8k)
phi text text temperature, open weights context: 8192 / output: 2048 input: 0.15 / output: 0.6 2024-04-23
phi-3.5-mini-instruct
Phi-3.5-mini-instruct
phi text text temperature, open weights context: 128000 / output: 4096 input: 0.13 / output: 0.52 2024-08-20
phi-3.5-moe-instruct
Phi-3.5-MoE-instruct
phi text text temperature, open weights context: 128000 / output: 4096 input: 0.16 / output: 0.64 2024-08-20
phi-4
Phi-4
phi text text temperature, open weights context: 128000 / output: 4096 input: 0.125 / output: 0.5 2024-12-11
phi-4-mini
Phi-4-mini
phi text text tools, temperature, open weights context: 128000 / output: 4096 input: 0.075 / output: 0.3 2024-12-11
phi-4-mini-reasoning
Phi-4-mini-reasoning
phi text text tools, reasoning, temperature, open weights context: 128000 / output: 4096 input: 0.075 / output: 0.3 2024-12-11
phi-4-multimodal
Phi-4-multimodal
phi audio, image, text text temperature, open weights context: 128000 / output: 4096 input: 0.08 / output: 0.32 / input_audio: 4 2024-12-11
phi-4-reasoning
Phi-4-reasoning
phi text text reasoning, temperature, open weights context: 32000 / output: 4096 input: 0.125 / output: 0.5 2024-12-11
phi-4-reasoning-plus
Phi-4-reasoning-plus
phi text text reasoning, temperature, open weights context: 32000 / output: 4096 input: 0.125 / output: 0.5 2024-12-11
text-embedding-3-large text-embedding text text - context: 8191 / output: 3072 input: 0.13 / output: 0 2024-01-25
text-embedding-3-small text-embedding text text - context: 8191 / output: 1536 input: 0.02 / output: 0 2024-01-25
text-embedding-ada-002 text-embedding text text - context: 8192 / output: 1536 input: 0.1 / output: 0 2022-12-15

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