Top 100 AI Models — Full Rankings

All 100 models in the October 2026 edition, ranked by usefulness score. Filter by category or search by name, organisation or capability. Sponsorship status is shown for transparency and does not affect position.

100 of 100 models
RankModelCategoryScoreWhy it ranksCanvas
#1Claude 5.1
Anthropic
Language Models98.0Frontier assistant model known for long-context reasoning, agentic coding, and careful instruction following.Base
#2GPT-5.6
OpenAI
Language Models97.5General-purpose frontier model with strong tool use, multimodal input, and broad consumer reach.Base
#3Gemini 3.8
Google DeepMind
Language Models96.9Natively multimodal model family spanning text, image, audio, and video with deep Google ecosystem integration.Base
#4Kimi K3
Moonshot AI
Language Models96.3Long-context mixture-of-experts model with a strong reputation for agentic workflows and research tasks.Base
#5Grok 4.6
xAI
Language Models95.8Real-time-aware model with strong reasoning benchmarks and tight integration with X.Base
#6DeepSeek V4
DeepSeek
Language Models95.2Open-weight mixture-of-experts model offering frontier-class performance at low inference cost.Base
#7Qwen 3.8
Alibaba Cloud
Language Models94.7Broad open-weight family with sizes from edge to data center and strong multilingual coverage.Base
#8Llama 4
Meta
Language Models94.2Widely adopted open-weight model family with a large fine-tuning ecosystem.Base
#9MiniMax M2
MiniMax
Language Models93.6Efficient long-context model optimized for agents and coding at a low price point.Base
#10GLM-5.3
Zhipu AI
Language Models93.0Bilingual open-weight model with strong agentic and coding performance.Base
#11GPT-6 Astra
OpenAI
Language Models92.5Next-generation research preview emphasizing autonomous multi-step task completion.Base
#12Mistral L3
Mistral AI
Language Models92.0European frontier model with a focus on efficiency, enterprise deployment, and open weights.Base
#13Command A
Cohere
Language Models91.4Enterprise-focused model built for retrieval-augmented generation and tool use.Base
#14Phi-4
Microsoft
Language Models90.8Small language model that punches above its size on reasoning and math benchmarks.Base
#15Sora 2
OpenAI
Video Generation90.3Text- and image-to-video model producing coherent, physically plausible clips with synchronized audio.Sponsored
#16Nemotron 4
NVIDIA
Language Models89.8Open model family tuned for synthetic data generation and enterprise agents.Base
#17Whisper v3
OpenAI
Speech & Audio89.2Robust open-source speech recognition and translation model supporting dozens of languages.Base
#18FLUX.1
Black Forest Labs
Image Generation88.7High-fidelity text-to-image model with strong prompt adherence and typography.Base
#19Gemma 3
Google DeepMind
Language Models88.1Lightweight open-weight models derived from Gemini research, suitable for on-device use.Base
#20EXAONE 3.0
LG AI Research
Language Models87.5Bilingual Korean–English model with competitive instruction-following performance.Base
#21Yi 1.5
01.AI
Language Models87.0Open-weight bilingual model family with strong coding and math variants.Base
#22DBRX
Databricks
Language Models86.5Open mixture-of-experts model built for enterprise data platforms.Base
#23Solar Pro 2
Upstage
Language Models85.9Compact single-GPU model designed for efficient enterprise deployment.Base
#24Baichuan 4
Baichuan AI
Language Models85.3Chinese-language-first model family with strong domain performance in finance and healthcare.Base
#25InternLM 3
Shanghai AI Lab
Language Models84.8Open research model with strong reasoning and long-context support.Base
#26Step 2
StepFun
Language Models84.2Trillion-parameter-class mixture-of-experts model for general assistance.Base
#27Doubao 1.5
ByteDance
Language Models83.7Consumer assistant model powering ByteDance products at very large scale.Base
#28Seed 1.0
ByteDance Seed
Language Models83.2Research-oriented foundation model line with strong multimodal variants.Base
#29Skywork AI
Kunlun Tech
Language Models82.6Open model family with notable reward-model and reasoning releases.Base
#30Marco-o1
Alibaba
Language Models82.0Open reasoning model exploring chain-of-thought and search-based inference.Base
#31Qwen-VL
Alibaba Cloud
Vision & Multimodal81.5Vision-language model with strong document, chart, and OCR understanding.Base
#32Aquila 3
BAAI
Language Models81.0Open bilingual foundation model from the Beijing Academy of AI.Sponsored
#33BlueLM 7B
vivo
Language Models80.4On-device-oriented model optimized for mobile assistants.Base
#34Code Llama
Meta
Code Models79.8Open code model family supporting infilling and long-context code completion.Base
#35StarCoder 2
BigCode
Code Models79.3Transparent, permissively licensed code model trained on The Stack v2.Base
#36Magicoder
UIUC
Code Models78.8Instruction-tuned code model using open-source-seeded synthetic data.Base
#37Replit Code
Replit
Code Models78.2Code completion model tuned for in-IDE latency and multi-language support.Base
#38Stable Code
Stability AI
Code Models77.7Compact code model for completion and fill-in-the-middle tasks.Base
#39DeepSeek Coder
DeepSeek
Code Models77.1Open code model family with strong repository-level completion.Base
#40Llama Dream
Community
Language Models76.5Community fine-tune lineage of Llama focused on creative writing and roleplay.Base
#41CogVideoX
Zhipu AI
Video Generation76.0Open text-to-video diffusion model with a growing research community.Base
#42LLaVA-NeXT
LLaVA Team
Vision & Multimodal75.5Open vision-language model widely used as a research baseline.Base
#43IDEFix
Hugging Face
Vision & Multimodal74.9Open multimodal model line for image-text understanding.Base
#44CogVLM
Zhipu AI
Vision & Multimodal74.3Visual expert model with strong grounding and captioning.Base
#45Pika 2.1
Pika
Video Generation73.8Creator-focused video generation with editing and scene-extension tools.Base
#46Runway Gen-3
Runway
Video Generation73.2Professional video generation model used across film and advertising workflows.Base
#47Kling 2.1
Kuaishou
Video Generation72.7High-motion video generation model with strong character consistency.Base
#48Hunyuan
Tencent
Vision & Multimodal72.2Multimodal foundation family spanning text, image, video, and 3D.Base
#49Vidu 3.0
Shengshu
Video Generation71.6Video generation model noted for multi-subject consistency.Base
#50Emu 3.0
BAAI
Vision & Multimodal71.0Unified next-token-prediction model for images, text, and video.Base
#51VideoLLaMA
DAMO Academy
Vision & Multimodal70.5Audio-visual language model for video understanding.Base
#52Janus-Pro
DeepSeek
Vision & Multimodal70.0Unified understanding-and-generation multimodal model.Base
#53Kosmos-2.5
Microsoft
Vision & Multimodal69.4Document-literate multimodal model for text-rich images.Base
#54Kosmos-2
Microsoft
Vision & Multimodal68.8Grounded multimodal model linking text to image regions.Sponsored
#55Florence-2
Microsoft
Computer Vision68.3Compact vision foundation model handling captioning, detection, and segmentation.Base
#56Moondream 2
Moondream
Vision & Multimodal67.8Tiny vision-language model that runs on edge hardware.Base
#57PaliGemma
Google DeepMind
Vision & Multimodal67.2Open vision-language model built on Gemma for fine-tuning.Base
#58StyleTTS
Columbia University
Speech & Audio66.7Expressive open text-to-speech with style diffusion.Base
#59Bark 2
Suno
Speech & Audio66.1Generative audio model producing speech, music, and sound effects.Base
#60ElevenLabs
ElevenLabs
Speech & Audio65.5Production voice synthesis and cloning platform widely used in media.Base
#61Fish Speech
Fish Audio
Speech & Audio65.0Open multilingual text-to-speech with few-shot voice cloning.Base
#62GPT-4o Audio
OpenAI
Speech & Audio64.4Real-time speech-to-speech model powering conversational voice assistants.Base
#63Moshi
Kyutai
Speech & Audio63.9Full-duplex real-time spoken dialogue model.Base
#64VoiceCraft
UT Austin
Speech & Audio63.3Zero-shot speech editing and synthesis model.Base
#65Fuyu
Adept
Vision & Multimodal62.8Simplified multimodal architecture for UI and chart understanding.Base
#66DINOv2
Meta
Computer Vision62.2Self-supervised visual features widely used as a backbone.Base
#67MobileVLM
Meituan
Vision & Multimodal61.7Vision-language model designed for mobile and embedded devices.Sponsored
#68SAM 2
Meta
Computer Vision61.1Promptable segmentation model for images and video.Base
#69CLIP
OpenAI
Computer Vision60.6Foundational image-text contrastive model used across the industry.Base
#70EVA
BAAI
Computer Vision60.0Large-scale vision representation model with strong transfer performance.Base
#71OpenCoder
INF / M-A-P
Code Models59.5Fully open code model with released data pipeline.Base
#72WizardCoder
Microsoft
Code Models58.9Evol-Instruct-tuned code model with strong HumanEval results.Base
#73CodeGeeX
Zhipu AI
Code Models58.4Multilingual code generation model with IDE plugins.Base
#74InternVL
Shanghai AI Lab
Vision & Multimodal57.8Open vision-language model family competitive with proprietary systems.Base
#75CogVideo
Tsinghua
Video Generation57.3Early large-scale open text-to-video transformer.Base
#76VILA
NVIDIA
Vision & Multimodal56.8Visual language model optimized for efficient inference.Base
#77NVLM
NVIDIA
Vision & Multimodal56.2Frontier-class open multimodal model from NVIDIA research.Base
#78ShieldGemma
Google DeepMind
Language Models55.6Safety classifier models for moderating LLM inputs and outputs.Base
#79Reka Core
Reka
Vision & Multimodal55.1Multimodal model with native video and audio understanding.Base
#80Mamba
Together / CMU
Language Models54.5State-space sequence model offering linear-time inference.Base
#81Titan
Amazon
Language Models54.0Amazon's foundation model family available through Bedrock.Base
#82Mixbread
Mixedbread
Embeddings & Retrieval53.4Open embedding and reranking models for retrieval.Base
#83Cohere Embed
Cohere
Embeddings & Retrieval52.9Multilingual embedding model built for enterprise search.Base
#84BGE M3
BAAI
Embeddings & Retrieval52.3Multi-functional, multilingual, multi-granularity embedding model.Base
#85Voyage 3
Voyage AI
Embeddings & Retrieval51.8Domain-tuned embedding models for code, legal, and finance.Base
#86ColBERTv2
Stanford
Embeddings & Retrieval51.2Late-interaction retrieval model with strong precision.Base
#87Contriever
Meta
Embeddings & Retrieval50.7Unsupervised dense retriever used as a research baseline.Base
#88Jina Embed
Jina AI
Embeddings & Retrieval50.1Long-context embedding models with multilingual support.Base
#89GTE Large
Alibaba DAMO
Embeddings & Retrieval49.6General text embeddings with strong MTEB performance.Base
#90BAAI bge
BAAI
Embeddings & Retrieval49.0Widely adopted open embedding family for semantic search.Base
#91InstructorXL
HKU / UW
Embeddings & Retrieval48.5Instruction-conditioned text embeddings.Base
#92Snowflake Arctic
Snowflake
Language Models47.9Enterprise-focused open model and embedding family.Base
#93Tortoise
neonbjb
Speech & Audio47.4High-quality open text-to-speech favoring realism over speed.Base
#94XTTS
Coqui
Speech & Audio46.8Multilingual voice-cloning text-to-speech model.Base
#95MPT-7B
MosaicML
Language Models46.3Commercially usable open model with long-context variants.Base
#96Falcon 3
TII
Language Models45.7Open model family from the UAE with efficient small variants.Base
#97Phi-3 Mini
Microsoft
Language Models45.23.8B-parameter model that runs well on phones and laptops.Base
#98Stable Audio
Stability AI
Speech & Audio44.6Text-to-audio model for music and sound effect generation.Base
#99Luminous
Aleph Alpha
Language Models44.1European sovereign-AI model family with explainability features.Base
#100OLMo 2
Allen Institute for AI
Language Models43.5Fully open model with released training data, code, and checkpoints.Base

Scores are our editorial usefulness index (0–100). See the methodology for how each dimension is weighted. Want your model ranked or re-reviewed? Read How to Rank.