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swap_horiz SAM 2 Alternatives

Looking for alternatives to SAM 2? Compare the top Model options ranked by our AI scoring system.

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SAM 2

SAM 2

SAM 2 (Segment Anything Model 2) is an artificial intelligence model developed by Meta and released in 2024. It extends the capabilities of the original Segment Anything Model from static images to video, utilizing a memory mechanism to track and segment objects across frames in real time. The model...

8.8 Great

apps Top SAM 2 Alternatives

The top alternative to SAM 2 in 2026 is AlphaFold 3 with a score of 9.2/10, followed by SAM (9.1) and Midjourney v6.1 (9.1).

1
AlphaFold 3

AlphaFold 3

AlphaFold 3 is an artificial intelligence model developed by Google DeepMind and Isomorphic Labs. Introduced in 2024, it...

Biology 2024 Scientific Deepmind
9.2 Excellent
2
SAM

SAM

SAM (Segment Anything Model) is a vision foundation model developed by Meta AI and released in 2023. It was trained on t...

Meta Segmentation Foundational 2023
9.1 Excellent
3
Midjourney v6.1

Midjourney v6.1

Midjourney's mid-2024 image generation model update notable for enhanced photorealism, improved in-image text rendering,...

Artistic 2024 Midjourney Text To Image
9.1 Excellent
4
DeepSeek-V3

DeepSeek-V3

DeepSeek-V3 is a large language model released by the Chinese AI company DeepSeek in late 2024. It is built as a Mixture...

Deepseek 2024 LLM Moe
9.0 Excellent
5
Flux.1 Pro

Flux.1 Pro

Flux.1 Pro is a text-to-image artificial intelligence model developed by Black Forest Labs and released in August 2024....

Commercial 2024 Text To Image Image Gen
9.0 Excellent
6
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
7
Sora

Sora

Sora is a text-to-video generative artificial intelligence model developed by OpenAI and announced in February 2024. The...

Openai Text To Video 2024 Diffusion
8.8 Great
8
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
9
Flux.1 Dev

Flux.1 Dev

Flux.1 Dev is a text-to-image diffusion model released in 2024 by Black Forest Labs, the company founded by former membe...

2024 Text To Image Open Weight Image Gen
8.8 Great
10
DeepSeek Coder V2

DeepSeek Coder V2

Released in 2024 by the AI firm DeepSeek, DeepSeek Coder V2 is an open-weight, mixture-of-experts large language model d...

Code Deepseek 2024 Open Weight
8.7 Great
11
Imagen 3

Imagen 3

Imagen 3 is a text-to-image generation model developed by Google DeepMind, introduced in 2024 as part of the Imagen fami...

Google High Quality 2024 Text To Image
8.6 Great
12
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
13
Mistral Large 2

Mistral Large 2

Mistral Large 2 is a large language model developed by the French artificial intelligence company Mistral AI and release...

Advanced 2024 LLM Mistral AI
8.6 Great
14
Qwen2.5

Qwen2.5

Qwen2.5 is an open-weight family of large language models released in 2024 by Alibaba Cloud. The series includes base an...

Multilingual Alibaba 2024 LLM
8.6 Great
15
Qwen2-VL

Qwen2-VL

Qwen2-VL is a vision-language model developed by Alibaba as part of the Qwen series, released in 2024. The model is desi...

Advanced Multimodal Alibaba 2024
8.6 Great
16
QwQ-32B

QwQ-32B

QwQ-32B is a 32-billion-parameter large language model developed by Alibaba's Qwen team and released in late November 20...

Reasoning Alibaba 2024 LLM
8.6 Great
17
ElevenLabs Turbo v2.5

ElevenLabs Turbo v2.5

ElevenLabs Turbo v2.5 is a low-latency multilingual text-to-speech model from ElevenLabs (2024), optimized for real-time...

Voice Cloning Commercial Tts 2024
8.6 Great
18
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
19
Llama 3.2

Llama 3.2

Llama 3.2 is a family of open-weight artificial intelligence models released by Meta in 2024. The release introduces lig...

Multimodal Meta 2024 LLM
8.1 Great
20
Llama Guard 3

Llama Guard 3

Llama Guard 3 is a content safety classification model released by Meta in 2024. It is built upon the Llama 3 architectu...

Safety Meta 2024 Content Moderation
7.8 Good

summarize Quick Comparison Summary

Alternative Score vs SAM 2 Action
AlphaFold 3
AlphaFold 3
Model Biology 2024 Scientific
9.2 Excellent +0.4 Compare
SAM
SAM
Model Meta Segmentation Foundational
9.1 Excellent +0.3 Compare
Midjourney v6.1
Midjourney v6.1
Model Artistic 2024 Midjourney
9.1 Excellent +0.3 Compare
DeepSeek-V3
DeepSeek-V3
Model Deepseek 2024 LLM
9.0 Excellent +0.2 Compare
Flux.1 Pro
Flux.1 Pro
Model Commercial 2024 Text To Image
9.0 Excellent +0.2 Compare
Llama 3.1 405B
Llama 3.1 405B
Model Meta Large 2024
8.9 Great +0.1 Compare
Sora
Sora
Model Openai Text To Video 2024
8.8 Great Same Compare
DINOv2
DINOv2
Model Meta Self Supervised 2023
8.8 Great Same Compare
Flux.1 Dev
Flux.1 Dev
Model 2024 Text To Image Open Weight
8.8 Great Same Compare
DeepSeek Coder V2
DeepSeek Coder V2
Model Code Deepseek 2024
8.7 Great -0.1 Compare

See all Model ranked by score

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help Frequently Asked Questions

What are the best alternatives to SAM 2?
The top alternatives to SAM 2 in 2026 include AlphaFold 3, SAM, Midjourney v6.1, DeepSeek-V3, Flux.1 Pro. Each offers unique features and is objectively scored on Lunoo to help you compare.
How does SAM 2 compare to its competitors?
Our AI-powered comparison system analyzes features, pricing, user reviews, and expert opinions to provide objective scores. SAM 2 scores 8.8/10. Click any alternative above to see a detailed side-by-side comparison.
Is SAM 2 worth it in 2026?
SAM 2 scores 8.8/10 on Lunoo, making it a highly-rated option in the Model category. However, alternatives like AlphaFold 3 may better suit specific needs.
What is the best free alternative to SAM 2?
Several alternatives to SAM 2 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 2?
Common reasons users look for SAM 2 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 2 are there?
Lunoo currently lists 20 scored alternatives to SAM 2 in the Model category, ranked by our AI-powered evaluation system.
Which SAM 2 alternative has the highest rating?
AlphaFold 3 currently holds the highest rating among SAM 2 alternatives with a score of 9.2/10.
Can I use AlphaFold 3 instead of SAM 2?
AlphaFold 3 is one of the top-rated alternatives to SAM 2. 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 2?
Pricing varies among SAM 2 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 2 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 2 vs AlphaFold 3: which is better?
SAM 2 scores 8.8/10 while AlphaFold 3 scores 9.2/10 on Lunoo. The best choice depends on your specific needs. Use our detailed comparison tool for a full breakdown.
SAM 2 vs SAM: which is better?
SAM 2 scores 8.8/10 while SAM scores 9.1/10 on Lunoo. The best choice depends on your specific needs. Use our detailed comparison tool for a full breakdown.
SAM 2 vs Midjourney v6.1: which is better?
SAM 2 scores 8.8/10 while Midjourney v6.1 scores 9.1/10 on Lunoo. The best choice depends on your specific needs. Use our detailed comparison tool for a full breakdown.

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