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swap_horiz SAM Alternatives

Looking for alternatives to SAM? Compare the top Model options ranked by our AI scoring system.

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SAM

SAM

SAM (Segment Anything Model) is a vision foundation model developed by Meta AI and released in 2023. It was trained on the SA-1B dataset of over one billion segmentation masks on eleven million images, enabling zero-shot generalization to segment objects not present in training data. Users can promp...

9.1 Excellent

apps Top SAM Alternatives

The top alternative to SAM in 2026 is WaveNet with a score of 9.1/10, followed by Llama 3.1 405B (8.9) and Tacotron 2 (8.9).

1
WaveNet

WaveNet

WaveNet is a deep neural network architecture for generating raw audio waveforms, introduced by researchers at DeepMind...

Tts Foundational 2016 Deepmind
9.1 Excellent
2
Llama 3.1 405B

Llama 3.1 405B

Llama 3.1 405B is a large language model released by Meta in 2024, serving as the flagship of the Llama 3.1 collection....

Meta Large 2024 LLM
8.9 Great
3
Tacotron 2

Tacotron 2

Tacotron 2 is a neural network architecture for text-to-speech (TTS) synthesis introduced by Google researchers in 2017....

Google Tts Foundational 2018
8.9 Great
4
DINOv2

DINOv2

DINOv2 is a self-supervised vision foundation model developed by Meta AI and released in 2023. It was trained on a highl...

Meta Self Supervised 2023 Vision
8.8 Great
5
SAM 2

SAM 2

SAM 2 (Segment Anything Model 2) is an artificial intelligence model developed by Meta and released in 2024. It extends...

Meta Video Segmentation 2024
8.8 Great
6
GPT-3

GPT-3

GPT-3 is a large language model developed by OpenAI and released in June 2020. With 175 billion parameters, it represent...

Openai Foundational 2020 LLM
8.7 Great
7
Llama 3.3

Llama 3.3

Llama 3.3 is an instruction-tuned large language model developed by Meta and released in December 2024. Built with 70 bi...

Meta Chat 2024 LLM
8.6 Great
8
Embed v3

Embed v3

Embed v3 is a generation of text embedding models developed by the enterprise artificial intelligence company Cohere, re...

Embedding Semantic Search Cohere 2023
8.6 Great
9
Mamba

Mamba

Mamba is a deep learning architecture introduced in 2023 by researchers Albert Gu and Tri Dao that utilizes selective st...

Efficient 2023 LLM Carnegie Mellon
8.6 Great
10
AlphaCode 2

AlphaCode 2

AlphaCode 2 is an artificial intelligence system developed by Google DeepMind for competitive programming, announced in...

2023 Deepmind Code Gen Competitive Programming
8.5 Great
11
Florence-2

Florence-2

Florence-2 is a unified vision foundation model developed by Microsoft and released as an open-source project in 2024. I...

Microsoft Small 2024 Vision
8.5 Great
12
DALL-E

DALL-E

DALL·E is a text-to-image generative artificial intelligence model created by OpenAI and initially introduced in January...

Openai Foundational 2021 Text To Image
8.4 Great
13
Imagen 2

Imagen 2

Imagen 2 is a text-to-image diffusion model developed by Google DeepMind, released in late 2023 as the successor to the...

Google Photorealistic 2023 Text To Image
8.4 Great
14
Voicebox

Voicebox

Voicebox is a generative artificial intelligence model for speech synthesis developed by Meta and announced in 2023. Uti...

Meta Tts 2023 Generative
8.4 Great
15
Mistral 7B

Mistral 7B

Mistral 7B is an open-weight large language model released in September 2023 by the French artificial intelligence compa...

Efficient 2023 LLM Mistral AI
8.4 Great
16
SigLIP

SigLIP

SigLIP (Sigmoid Loss for Language Image Pre-training) is a vision-language model introduced by Google in 2023. It modifi...

Google Efficient 2023 Vision Language
8.4 Great
17
MusicGen

MusicGen

MusicGen is a text-to-music generation model developed by Meta and released in 2023 as part of the AudioCraft open-sourc...

Meta 2023 Transformer Audio Gen
8.3 Great
18
ViT-22B

ViT-22B

ViT-22B is a vision transformer model developed by Google Research and released in 2023. With 22 billion parameters, it...

Google Large Scale Image Classification 2023
8.1 Great
19
Emu Video

Emu Video

Emu Video is a text-to-video generation model introduced by Meta in 2023. It utilizes a factorized, or cascaded, diffusi...

Multimodal Meta Text To Video 2023
7.9 Good
20
OPT

OPT

The Open Pre-trained Transformers (OPT) are a suite of large language models released by Meta AI in 2022. The suite incl...

Meta Foundational 2022 LLM
7.5 Good

summarize Quick Comparison Summary

Alternative Score vs SAM Action
WaveNet
WaveNet
Model Tts Foundational 2016
9.1 Excellent Same Compare
Llama 3.1 405B
Llama 3.1 405B
Model Meta Large 2024
8.9 Great -0.2 Compare
Tacotron 2
Tacotron 2
Model Google Tts Foundational
8.9 Great -0.2 Compare
DINOv2
DINOv2
Model Meta Self Supervised 2023
8.8 Great -0.3 Compare
SAM 2
SAM 2
Model Meta Video Segmentation
8.8 Great -0.3 Compare
GPT-3
GPT-3
Model Openai Foundational 2020
8.7 Great -0.4 Compare
Llama 3.3
Llama 3.3
Model Meta Chat 2024
8.6 Great -0.5 Compare
Embed v3
Embed v3
Model Embedding Semantic Search Cohere
8.6 Great -0.5 Compare
Mamba
Mamba
Model Efficient 2023 LLM
8.6 Great -0.5 Compare
AlphaCode 2
AlphaCode 2
Model 2023 Deepmind Code Gen
8.5 Great -0.6 Compare

See all Model ranked by score

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help Frequently Asked Questions

What are the best alternatives to SAM?
The top alternatives to SAM in 2026 include WaveNet, Llama 3.1 405B, Tacotron 2, DINOv2, SAM 2. Each offers unique features and is objectively scored on Lunoo to help you compare.
How does SAM compare to its competitors?
Our AI-powered comparison system analyzes features, pricing, user reviews, and expert opinions to provide objective scores. SAM scores 9.1/10. Click any alternative above to see a detailed side-by-side comparison.
Is SAM worth it in 2026?
SAM scores 9.1/10 on Lunoo, making it a highly-rated option in the Model category. However, alternatives like WaveNet may better suit specific needs.
What is the best free alternative to SAM?
Several alternatives to SAM offer free plans or free tiers. Check the alternatives listed above and visit their websites to compare pricing and free options.
Why should I switch from SAM?
Common reasons users look for SAM alternatives include pricing, specific feature gaps, better integration needs, or simply exploring newer options. Our objective scoring helps you compare without bias.
How many alternatives to SAM are there?
Lunoo currently lists 20 scored alternatives to SAM in the Model category, ranked by our AI-powered evaluation system.
Which SAM alternative has the highest rating?
WaveNet currently holds the highest rating among SAM alternatives with a score of 9.1/10.
Can I use WaveNet instead of SAM?
WaveNet is one of the top-rated alternatives to SAM. While they serve similar purposes in the Model space, each has distinct strengths. Use our comparison tool above for a detailed side-by-side analysis.
What is the cheapest alternative to SAM?
Pricing varies among SAM alternatives. We recommend checking each alternative's website for current pricing. Many options in the Model category offer free tiers or competitive pricing.
How are SAM alternatives ranked on Lunoo?
Lunoo uses an AI-powered scoring system that analyzes category fit, feature coverage, pricing signals, public reception, recency, and value to provide 0 to 10 scores. Rankings are updated continuously.
SAM vs WaveNet: which is better?
SAM scores 9.1/10 while WaveNet scores 9.1/10 on Lunoo. The best choice depends on your specific needs. Use our detailed comparison tool for a full breakdown.
SAM vs Llama 3.1 405B: which is better?
SAM scores 9.1/10 while Llama 3.1 405B scores 8.9/10 on Lunoo. The best choice depends on your specific needs. Use our detailed comparison tool for a full breakdown.
SAM vs Tacotron 2: which is better?
SAM scores 9.1/10 while Tacotron 2 scores 8.9/10 on Lunoo. The best choice depends on your specific needs. Use our detailed comparison tool for a full breakdown.

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