> ## Documentation Index > Fetch the complete documentation index at: https://docs.together.ai/llms.txt > Use this file to discover all available pages before exploring further. # Recommended models > Our picks for common inference use cases. Together hosts 100+ open-source models across text, image, video, and audio. Most of the models below are for instant [serverless inference](/docs/serverless/models), or reserved hardware deployments on [dedicated endpoints](/docs/dedicated-endpoints/models). Both options use the same [inference API](/docs/inference/overview). ## Chat & text | Use case | Recommended model | Model string | Alternatives | Learn more | | :--------------------------- | :------------------------- | :---------------------- | :------------------------------------------------------------------- | :------------------------------------------------------------ | | **Chat** | Kimi K2.5 (instant mode) | `moonshotai/Kimi-K2.5` | `openai/gpt-oss-120b` | [Chat completions](/docs/inference/chat/overview) | | **Reasoning** | Kimi K2.5 (reasoning mode) | `moonshotai/Kimi-K2.5` | `deepseek-ai/DeepSeek-R1`, `Qwen/Qwen3-235B-A22B-Instruct-2507-tput` | [Reasoning](/docs/inference/chat/reasoning) | | **Coding agents** | GLM-5.1 | `zai-org/GLM-5.1` | `Qwen/Qwen3-Coder-480B-A35B-Instruct-FP8` | [Build coding agents](/docs/how-to-build-coding-agents) | | **Small and fast** | Gemma 4 31B IT | `google/gemma-4-31B-it` | `openai/gpt-oss-20b`, `Qwen/Qwen3.5-9B` | - | | **Mid-size general purpose** | GPT-OSS 120B | `openai/gpt-oss-120b` | `MiniMaxAI/MiniMax-M2.7`, `meta-llama/Llama-3.3-70B-Instruct-Turbo` | - | | **Function calling** | GLM-5.1 | `zai-org/GLM-5.1` | `moonshotai/Kimi-K2.5` | [Function calling](/docs/inference/function-calling/overview) | ## Vision | Use case | Recommended model | Model string | Alternatives | Learn more | | :--------- | :---------------- | :--------------------- | :------------------------------------------------------------------- | :------------------------------------------------------------------------------------------ | | **Vision** | Kimi K2.5 | `moonshotai/Kimi-K2.5` | `google/gemma-4-31B-it`, `Qwen/Qwen3.5-397B-A17B`, `Qwen/Qwen3.5-9B` | [Vision](/docs/inference/vision/overview), [OCR quickstart](/docs/quickstart-how-to-do-ocr) | ## Image generation | Use case | Recommended model | Model string | Alternatives | Learn more | | :----------------- | :---------------- | :----------------------- | :------------------------------------------------------------------ | :-------------------------------------------------------- | | **Text-to-image** | Flash Image 2.5 | `google/flash-image-2.5` | `black-forest-labs/FLUX.2-pro`, `ByteDance-Seed/Seedream-4.0` | [Text-to-image](/docs/inference/images/overview) | | **Image-to-image** | Flash Image 2.5 | `google/flash-image-2.5` | `black-forest-labs/FLUX.1-kontext-max`, `google/gemini-3-pro-image` | [Image-to-image](/docs/inference/images/reference-images) | ## Video generation | Use case | Recommended model | Model string | Alternatives | Learn more | | :----------------- | :---------------- | :------------------ | :------------------------------------------------------- | :-------------------------------------------------- | | **Text-to-video** | Sora 2 Pro | `openai/sora-2-pro` | `google/veo-3.0`, `ByteDance/Seedance-1.0-pro` | [Video generation](/docs/inference/videos/overview) | | **Image-to-video** | Veo 3.0 | `google/veo-3.0` | `ByteDance/Seedance-1.0-pro`, `kwaivgI/kling-2.1-master` | [Video generation](/docs/inference/videos/overview) | ## Audio | Use case | Recommended model | Model string | Alternatives | Learn more | | :----------------- | :---------------- | :------------------------ | :------------------------------------------------------------------------------------ | :-------------------------------------------------------- | | **Text-to-speech** | Cartesia Sonic 3 | `cartesia/sonic-3` | `canopylabs/orpheus-3b-0.1-ft`, `hexgrad/Kokoro-82M` | [Text-to-speech](/docs/inference/text-to-speech/overview) | | **Speech-to-text** | Whisper Large v3 | `openai/whisper-large-v3` | `nvidia/parakeet-tdt-0.6b-v3`, `deepgram/nova-3-en`, `mistralai/Voxtral-Mini-3B-2507` | [Speech-to-text](/docs/inference/transcription/overview) | ## Embeddings, rerank, and moderation | Use case | Recommended model | Model string | Notes | Learn more | | :------------- | :---------------------- | :---------------------------------------- | :---------------------------------------------------------------- | :----------------------------------------------------------------------------------------------------------------------- | | **Embeddings** | Multilingual E5 Large | `intfloat/multilingual-e5-large-instruct` | - | [Embeddings](/reference/embeddings-2) | | **Rerank** | MixedBread Rerank Large | `mixedbread-ai/Mxbai-Rerank-Large-V2` | Only on [dedicated endpoints](/docs/dedicated-endpoints/overview) | [Rerank](/docs/inference/embeddings/rerank), [Improve search with rerankers](/docs/how-to-improve-search-with-rerankers) | | **Moderation** | Llama Guard 4 12B | `meta-llama/Llama-Guard-4-12B` | - | - | ## Related resources Full catalog with context windows, pricing, and capabilities. Models available on reserved hardware. Categorical benchmarks to compare models across use cases. Per-token and per-output pricing for all models.