Canopy Height Maps
Canopy Height Maps v2
Forest mapping, canopy-height estimation, restoration monitoring, ecological analysis, and geospatial research using satellite imagery
Type
Other
Reasoning
2/10
Speed
6/10
Image input
Status
Current; open-source research model with gated model-weight access
Input
No official hosted API pricing published; intended for local or research use
Output
No official hosted API pricing published; outputs are canopy-height prediction tensors or rasters
Model page unavailable
Image embeddings, dense feature extraction, image retrieval, classification, segmentation, depth estimation, object discovery, video tracking pipelines, and geospatial computer vision
Type
Multimodal
Reasoning
0/10
Speed
7/10
Image input
Fine-tuning
Status
Current; downloadable open-weight research model suite
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Local inference, fine-tuning, private deployment, text generation, retrieval-augmented generation, research, and cost-sensitive applications
Type
General Purpose
Context
131K
Reasoning
6/10
Speed
8/10
Fine-tuning
Streaming
Status
Current open-weight static model; downloadable and usable through compatible local or hosted inference deployments
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High-quality open-weight research, multilingual applications, coding, reasoning, synthetic-data generation, model distillation and self-hosted deployments with substantial infrastructure
Type
General Purpose
Context
131K
Reasoning
9/10
Speed
3/10
Tool use
Fine-tuning
Streaming
Status
Available as an open-weight model; older generation superseded by newer Llama releases
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Private local inference, mobile and edge assistants, summarization, rewriting, retrieval-supported generation, and lightweight multilingual applications
Type
Lightweight
Context
128K
Reasoning
3/10
Speed
9/10
Tool use
Fine-tuning
Streaming
Status
Available downloadable open-weight model; static checkpoint
Input
No official Meta-hosted API price; downloadable weights are available under the Llama 3.2 Community License
Output
No official Meta-hosted API price; deployment and inference costs depend on hardware or third-party hosting
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Private local inference, multilingual text generation, edge applications, model adaptation, and fine-tuning
Type
Lightweight
Context
128K
Reasoning
5/10
Speed
8/10
Tool use
Fine-tuning
Status
Available; static pretrained open-weight model
Input
No official Meta-hosted API price; downloadable weights
Output
No official Meta-hosted API price; downloadable weights
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Visual question answering, image reasoning, chart and document understanding, image captioning, multimodal research, and self-hosted or partner-hosted AI applications.
Type
Multimodal
Context
128K
Reasoning
8/10
Speed
4/10
Multimodal
Image input
Tool use
Status
Available open-weight model; static model trained on an offline dataset
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Self-hosted visual question answering, image captioning, document analysis, visual reasoning, and multimodal assistants
Type
Multimodal
Context
128K
Reasoning
7/10
Speed
6/10
Multimodal
Image input
Tool use
Status
Available open-weight static model
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Self-hosted or hosted multilingual chat, coding assistance, long-context text generation, tool calling, synthetic data, and applications requiring open model weights
Type
General Purpose
Context
128K
Reasoning
8/10
Speed
6/10
Tool use
Fine-tuning
Status
Available open-weight model; static model trained on an offline dataset
Input
No universal Meta-hosted per-token price; downloadable weights and third-party hosting options are available
Output
No universal Meta-hosted per-token price; downloadable weights and third-party hosting options are available
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Open-weight multimodal assistants, image understanding, visual question answering, coding, multilingual applications, creative writing and long-context text processing.
Type
Multimodal
Context
1M
Reasoning
8/10
Speed
7/10
Multimodal
Image input
Tool use
Status
Available; open-weight static checkpoint
View model
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Long-context document and code analysis, visual question answering, multimodal assistants, multilingual applications, self-hosted inference, and customized deployments
Type
Multimodal
Context
10M
Reasoning
7/10
Speed
8/10
Multimodal
Image input
Tool use
Status
Available; open-weight model
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Text and image moderation for prompts and generated responses in generative AI systems
Type
Other
Context
8K
Reasoning
2/10
Speed
6/10
Multimodal
Image input
Status
Current and available as an open-weight model
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Low-cost prompt and response safety classification, local moderation, mobile and edge deployments, and customizable LLM guardrails
Type
Other
Context
131K
Reasoning
3/10
Speed
9/10
Fine-tuning
Status
Current open-weight model; downloadable subject to access approval
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Self-hosted multilingual input and output moderation for LLM applications
Type
Other
Context
131K
Reasoning
3/10
Speed
6/10
Fine-tuning
Status
Available open-weight safety classifier
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Safety classification of mixed text-and-image prompts and text responses in multimodal LLM systems
Type
Other
Context
128K
Reasoning
4/10
Speed
5/10
Multimodal
Image input
Status
Available open-weight multimodal safety model; Meta's current model repositories continue to list it.
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Low-latency detection of prompt injections and jailbreak attempts in LLM applications, agents, retrieved documents, and other untrusted text
Type
Other
Context
512
Reasoning
1/10
Speed
9/10
Fine-tuning
Status
Current open-weight safety classifier
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Multilingual prompt-injection detection, jailbreak screening, agent security, and filtering untrusted text before it reaches an LLM
Type
Other
Context
512
Reasoning
1/10
Speed
8/10
Fine-tuning
Status
Current open-weight model; gated download access
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Local agents, long-running tool workflows, coding assistants, multimodal document and screenshot understanding, private on-device inference, and model customization
Type
Reasoning
Context
131K
Reasoning
8/10
Speed
7/10
Multimodal
Image input
Tool use
Status
Current open-weight model; self-hosted and available through selected third-party hosted inference providers
Input
No official Meta-hosted API token price; open weights can be downloaded and self-hosted without per-token charges
Output
No official Meta-hosted API token price; third-party hosted inference pricing varies by provider
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Text-to-image generation, precise image editing, multi-image composition, anchored visual series, product imagery, creative assets, and grounded visual content.
Type
Multimodal
Reasoning
8/10
Speed
7/10
Multimodal
Image input
Media output
Status
Current and available through Meta Model API; also available in selected Meta AI consumer experiences
Output
$0.01 per successfully generated image
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Agentic workflows, coding agents, computer-use automation, multimodal document and media analysis, long-context reasoning, tool orchestration, and web-grounded applications.
Type
Reasoning
Context
1.05M
Reasoning
8/10
Speed
8/10
Multimodal
Image input
Audio input
Status
Current but superseded by Muse Spark 1.2 and Muse Spark 1.3; available on the Meta Model API Standard tier in public preview for US developers.
Input
$1.25 per 1 million input tokens; cached input $0.15 per 1 million tokens
Output
$4.25 per 1 million output tokens
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Long-horizon coding agents, repository-scale software engineering, multimodal code generation, debugging, refactoring, and tool-driven workflows
Type
Coding
Context
1.05M
Reasoning
8/10
Speed
7/10
Multimodal
Image input
Audio input
Status
Available; previous version, with Muse Spark 1.3 recommended for new work
Input
$1.25 per 1 million input tokens; $0.15 per 1 million cached input tokens
Output
$4.25 per 1 million output tokens
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Long-horizon coding agents, software engineering, browser and computer-use workflows, tool orchestration, large repositories, document analysis, and multimodal reasoning
Type
Multimodal
Context
1.05M
Reasoning
9/10
Speed
8/10
Multimodal
Image input
Audio input
Status
Current; available through Meta Model API and Muse Code
Input
$1.25 per 1M input tokens; $0.15 per 1M cached input tokens
Output
$4.25 per 1M output tokens
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Real-time speech-to-text, live captions, voice agents, meeting transcription, call intelligence, dictation, and speaker-aware transcription
Type
Other
Reasoning
1/10
Speed
9/10
Audio input
Streaming
Status
Current and available through Meta Model API
Input
$3.00 per 1,000 minutes ($0.18 per hour)
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Multilingual speech representation learning, audio embeddings, low-resource language research, and custom downstream speech systems
Type
Other
Reasoning
1/10
Speed
5/10
Audio input
Fine-tuning
Status
Current; open-source research model family
Input
Free to download and self-host; no official hosted API price published
Output
Free to download and self-host; no official hosted API price published
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Cross-modal audio-video-text retrieval, audiovisual embeddings, sound-event understanding, media indexing, and multimodal perception systems.
Type
Multimodal
Reasoning
2/10
Speed
7/10
Multimodal
Audio input
Video input
Status
Current and openly available
Input
No official hosted API pricing; open checkpoints are available for self-managed use.
Output
No official hosted API pricing; the model returns embeddings rather than generated media.
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Single-image 3D human mesh recovery, pose and shape estimation, AR/VR, robotics perception, and computer-vision research
Type
Other
Reasoning
2/10
Speed
4/10
Image input
Media output
Status
Current research release; downloadable checkpoints with gated Hugging Face access
Input
No official hosted API pricing published
Output
No official hosted API pricing published
Model page unavailable
Single-image reconstruction of textured 3D objects from natural scenes, 3D computer-vision research, Gaussian-splat workflows, and rapid asset prototyping
Type
Other
Reasoning
2/10
Speed
3/10
Image input
Media output
Status
Available research release; gated model checkpoints
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Prompted audio separation, speech and noise isolation, instrument and vocal extraction, audiovisual sound segmentation, and audio-editing research
Type
Multimodal
Reasoning
2/10
Speed
7/10
Multimodal
Audio input
Video input
Status
Current open research release; downloadable checkpoints and public demo available
Input
No hosted API pricing published; downloadable checkpoints available under the SAM License
Output
No hosted API pricing published; model outputs separated target and residual audio
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Reference-free evaluation and benchmarking of text-guided audio-separation outputs
Type
Other
Reasoning
2/10
Speed
4/10
Multimodal
Audio input
Status
Current gated research release
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Seamless
SeamlessExpressive
Noncommercial research on expressive multilingual speech-to-speech translation, prosody transfer and voice-style preservation
Type
Multimodal
Reasoning
2/10
Speed
3/10
Audio input
Media output
Status
Available as a gated research release
Model page unavailable
Seamless
SeamlessStreaming
Real-time multilingual speech recognition, simultaneous translation, speech-to-text translation, and speech-to-speech translation
Type
Multimodal
Reasoning
1/10
Speed
8/10
Audio input
Media output
Streaming
Status
Open-source research model; publicly available
Model page unavailable
Multilingual automatic speech recognition, speech-to-text translation, text translation, text-to-speech translation, and speech-to-speech translation
Type
Multimodal
Reasoning
1/10
Speed
5/10
Multimodal
Audio input
Media output
Status
Available open-weight research model; noncommercial research use
Input
Not applicable; no official hosted API pricing published
Output
Not applicable; no official hosted API pricing published
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Open-vocabulary object detection, pixel-level image segmentation, and multi-object video tracking
Type
Other
Reasoning
2/10
Speed
9/10
Multimodal
Image input
Video input
Status
Current and available; hosted through Meta Model API and available as released research checkpoints
Input
$2.50 per 1,000 images; $0.20 per 1,000 video frames
Output
Included in the image and video segmentation pricing; no separate output-token price
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Computational neuroscience, fMRI response prediction, brain encoding, multisensory research, and in-silico experiment design
Type
Multimodal
Reasoning
0/10
Speed
0/10
Multimodal
Image input
Audio input
Status
Open-weight research release
View model
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