State of the art.
The best AI models by category, in the cloud and on your own machine. Updated October 2026.
Text and code
| Model | Runs | Best for | Released | License | Status |
|---|---|---|---|---|---|
| Claude Opus 5.5Anthropic | Cloud | Fable 5.1 level, 40% cheaper to run | 22 Sep 2026 | API | |
| GPT-6 AstraOpenAI | Cloud | Reasoning, computer use, coding | 4 Sep 2026 | API | |
| Gemma 4 E2BGoogle | Local | Small model for text, images and audio. 3.2 GBIn Glyphae: Chat, spelling and titles in Glyphae AI | 2 Mar 2026 | Apache-2.0 | In Glyphae |
| Ternary Bonsai 2 27BPrismML | Local | A 27B model in ternary weights, 7.2 GB. GGUF, MLX or WebGPUIn Glyphae: Recaps and code in Glyphae AI | 16 Sep 2026 | Apache-2.0 | In Glyphae |
| DeepSeek V4.1 FlashDeepSeek | Cloud | Cheap structured analysis and JSON, under a cent a run | 10 Sep 2026 | API | |
| GPT-6 Sol and LunaOpenAI | Cloud | GPT-6 at half the price | 22 Sep 2026 | API | |
| Qwen3.8 27BQwen | Local | The most liked open model on Hugging Face | 5 Aug 2026 | Apache-2.0 |
Image
| Model | Runs | Best for | Released | License | Status |
|---|---|---|---|---|---|
| GPT Image 2.5 SunburstOpenAI | Cloud | Top image arena score, up to 4K | 8 Sep 2026 | API | |
| Qwen-Image 2.1Qwen | Local | Generate, edit, transparent PNG. 4.2 GB | 14 Sep 2026 | Research | To test |
| Hy Image 3.5 previewTencent | Cloud | Up to 4K, 20 reference images, 0.024 USD an image | 22 Sep 2026 | API | To test |
| QuiverAI Arrow 2QuiverAI | Cloud | Editable SVG: logos, icons, illustrations | 7 Sep 2026 | API | To test |
| Ming-Image 0.1 DesigninclusionAI | Local | Posters, UI, infographics with text | 17 Sep 2026 | MIT | To test |
| Bonsai Image 4BPrismML | Local | FLUX.2 klein in 1 or 2 bits | 21 May 2026 | Apache-2.0 | To test |
| Z-Image-TurboTongyi-MAI | Local | Fast, good for LoRAs | 25 Nov 2025 | Apache-2.0 | |
| Krea 2 TurboKrea | Local | Photographic, fast | 18 Jun 2026 | Community | |
| Qwen-Image 2.1 TurboAlibaba | Local | Qwen-Image 2.1 in 8 steps, generate and edit. 7B | 9 Oct 2026 | Qwen Research License | To test |
Video
| Model | Runs | Best for | Released | License | Status |
|---|---|---|---|---|---|
| Kling 3.0Kuaishou | Cloud | Leads blind votes. Native audio, 4K | 5 Feb 2026 | API | |
| Wan2.2 5BWan-AI | Local | Text and image to video, one GPU | 18 Jul 2025 | Apache-2.0 | |
| TesseractMirage | Local | Video editor your agent drives: cuts, motion, sound | 22 Sep 2026 | To test | |
| LTX-2.5Lightricks | Local | Most downloaded open video model | 23 Jul 2026 | Community | |
| MiniMax H3MiniMax | Local | Video with stereo sound, 33B | 28 Jul 2026 | Excludes EU, US | |
| Veo 3.1Google | Cloud | Strong prompt adherence | 15 Oct 2025 | API | |
| Seedance 2.5ByteDance | Cloud | 30-second clips, local edits | 31 Jul 2026 | API | |
| HunyuanVideo 1.5Tencent | Local | Strong image to video | 18 Nov 2025 | Excludes EU | |
| Sora 2OpenAI | Cloud | API ends 24 September | 30 Sep 2025 | API |
3D
| Model | Runs | Best for | Released | License | Status |
|---|---|---|---|---|---|
| Tripo H3.1VAST | Cloud | Production meshes from an image | Mar 2026 | API | |
| TRELLIS.2Microsoft | Local | Mesh with PBR textures | 1 Dec 2025 | MIT | |
| Meshy 7.1Meshy | Cloud | Ultra 4K detail | 10 Sep 2026 | API | |
| Hunyuan3D 3.5Tencent | Cloud | 8K PBR textures, under a minute | API | ||
| Pixal3DTencentARC | Local | One image to GLB | 30 Apr 2026 | MIT |
Music
| Model | Runs | Best for | Released | License | Status |
|---|---|---|---|---|---|
| Suno v6Suno | Cloud | Full songs with vocals | 9 Sep 2026 | API | |
| ACE-Step 1.5 XLACE-Step | Local | Songs with vocals, up to four minutes | 2 Apr 2026 | MIT | |
| ElevenMusic v2.5ElevenLabs | Cloud | Songs and scores | 14 Sep 2026 | API | |
| MiniMax Music 3MiniMax | Local | Songs up to five minutes from lyrics | 7 Aug 2026 | Community | |
| Stable Audio 3 MediumStability AI | Local | Loops, sound design, instrumentals | 17 May 2026 | Community | |
| YuE2 3BM-A-P | Local | Songs from lyrics | 9 Sep 2026 | To test | |
| CLAPLAION | Local | Audio and text embeddings to search and compare soundsIn Glyphae: Finds similar tracks in Glyphae Music | 16 Feb 2023 | Apache-2.0 | In Glyphae |
Voice
| Model | Runs | Best for | Released | License | Status |
|---|---|---|---|---|---|
| Qwen3-TTS 1.7BQwen | Local | Speech in a custom voice | 21 Jan 2026 | Apache-2.0 | |
| Whisper large-v3 turboOpenAI | Local | Speech to text, 99 languages | 1 Oct 2024 | MIT | |
| VoxCPM2OpenBMB | Local | Voice cloning from a short sample | 3 Apr 2026 | Apache-2.0 | |
| Kokoro 82Mhexgrad | Local | Tiny, fast text to speech | 26 Dec 2024 | Apache-2.0 | |
| Parakeet ReduxMoondream | Local | 149M speech to text | 18 Sep 2026 | CC-BY-4.0 |
Decisions
| Model | Runs | Best for | Released | License | Status |
|---|---|---|---|---|---|
| Jev 1.13TypeSafe | Cloud | Typed answers with probabilities, no text | 15 Sep 2026 | API | |
| Desert AntDesert Ant Labs | Local | Tiny on-device models: speech, PII, titles | 25 Aug 2026 | To test | |
| Liquid d1-3BLiquid AI | Local | Open-weight decisions from text and images. 6.3 GB | 7 Oct 2026 | LFM Open License 1.0 | |
| Clef-omniCloudflare | Cloud | Decisions from text, image, audio and video in one call | 9 Oct 2026 | Apache-2.0 | |
| Clef and Clef-flashCloudflare | Cloud | Jev-compatible API, open weights. Text, images and video, 27B or 9B | 1 Oct 2026 | Apache-2.0 | |
| Kev-9BJared Palmer | Local | Jev-compatible API to run and fine-tune yourself. 6.4 GB | 20 Sep 2026 | Apache-2.0 | |
| TinyJev-4BAnkit Aglawe | Local | Decisions inside Ollama, reads documents up to 16k tokens. 4.5 GB | 1 Oct 2026 | Apache-2.0 |
Learn
| Name | Kind | Why read it |
|---|---|---|
| SoL-PiLiu, Ye, Gao et al. | Paper | An agent that improves its own harness: 45 to 49% fewer tokens |
| Building a harness with JevSydney Runkle, LangChain | Article | Swap each decision in an agent loop for one typed question |
| GPT-6 Astra character workflowTripo | Article | One image to a rigged, animated character: Tripo makes the parts, Astra drives Blender |
| Tripo to a dancing characterNano, @Dstudio_ai | Article | An original character modeled, rigged and dancing in two days: Tripo, Blender, VRM 1.0 |
Build your own
| Tool | What it does | Status |
|---|---|---|
| llama.cppggml-org | Run any open text model on your own machineIn Glyphae: Serves the local models of Glyphae AI | In Glyphae |
| stable-diffusion.cppleejet | The same for image models | To test |
| UnslothUnsloth AI | Fine-tune an open model on one GPU | To test |
| TRL 1.13Hugging Face | Post-train a model: SFT, DPO, GRPO | To test |
| ai-toolkitOstris | Train a LoRA: a style, a face, a product | To test |