Alternatives

Products that do what Ferret does

Refer and ground anything anywhere at any granularity

1
Apple MGIE▲177
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2
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3
GLM-4.6V▲239
Open-source multimodal model with native tool use
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4
NVLM 1.0▲200
Open frontier-class multimodal LLMs
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5
GLM-5V-Turbo▲214
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6
Aya Vision▲117
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7
Qwen2.5-Omni▲165
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8
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9
Qwen3.5-Omni▲135
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10
Apple MLX▲138
An array framework for machine learning on Apple silicon
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11
Parrot Speech-to-text API▲194
Fast, accurate STT for production-grade voice agents
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12
Shadow▲219
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13
MulmoChat▲88
Modular Interface for visually interactive AI responses
Mar 2026
14
Gemini Embedding 2▲243
Google's first natively multimodal embedding model
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15
Fuyu-8B▲114
A multimodal architecture for AI agents
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16
Molmo 2▲98
SOTA video understanding, pointing, and tracking VLM
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17
Gemma 3▲200
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18
MiniCPM-V 4.6▲98
Ultra-efficient 1.3B vision-language model for mobile
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19
MiMo-V2.5 Voice▲115
Bilingual ASR for dialects, code-switching, and songs
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20
Wan 2.6▲151
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21
Gemma 3n▲199
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22
TongueType for macOS▲109
Local dictation for macOS without the subscription
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23
Najva▲147
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24
Hume OCTAVE ▲152
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