Generate text
Produce text conditioned on an input or instruction.
Desired outcome
Text that addresses a specified prompt or context.
Explore from the outcome
Where this function can lead
These documented connections are starting points for selection, not a ranked list.
Model releases
Identifiable models documented for this function.
- Claude Fable 5.1
Demanding reasoning and long-horizon agentic work with text responses.
Link evidence: Claude models overview
- Claude Haiku 4.5
Fast text and image understanding with text responses for routine tasks.
Link evidence: Claude models overview
- Claude Opus 5.5
Long-running agentic coding and knowledge work with text responses.
Link evidence: Claude models overview
- Claude Sonnet 5.5
General reasoning, coding, and knowledge tasks with an emphasis on speed and capability.
Link evidence: Claude models overview
- Command A (03-2025)
Generates text through Cohere’s hosted chat service using the exact command-a-03-2025 model ID.
Link evidence: Command A documentation
- DeepSeek V4 Flash
Text reasoning, coding, and agent tasks in DeepSeek’s V4 Flash model.
Link evidence: DeepSeek V4 Flash model card
- DeepSeek V4 Pro
Text reasoning, coding, and agent tasks in DeepSeek’s V4 Pro model.
Link evidence: DeepSeek V4 Pro model card
- Gemini 3.1 Pro Preview
Multimodal reasoning and software engineering with text output through the Gemini API.
Link evidence: Gemini 3.1 Pro Preview model page
- Gemini 3.8 Flash
Fast multimodal text response generation for coding and agentic tasks.
Link evidence: Gemini 3.8 Flash model page
- Gemma 2 instruction-tuned
Google instruction-tuned Gemma 2 text model line, with distinct size variants and gated artifacts.
Link evidence: Gemma 2 model card, google/gemma-2-9b-it files
- Gemma 3n E2B IT LiteRT preview
Produces text from text or images with a Google AI Edge preview checkpoint prepared for Android deployment.
Link evidence: Google Gemma 3n E2B LiteRT preview model card, Google AI Edge Gallery model allowlist
- GPT-6 Astra
Reasons over text and images and generates text through OpenAI's hosted API under the exact gpt-6-astra model ID.
Link evidence: GPT-6 Astra official model page, OpenAI API model catalog
- GPT-6 Luna
Focused, high-volume reasoning and text generation through OpenAI API.
Link evidence: GPT-6 Luna official model page
- GPT-6.1 Sol
General reasoning, coding, and document work through a current OpenAI API model.
Link evidence: GPT-6.1 Sol official model page
- Llama 3.1 Instruct
Meta multilingual instruction-tuned Llama 3.1 text model release with size variants.
Link evidence: Llama 3.1 8B Instruct model card, Introducing Llama 3.1
- Llama 4 Maverick 17B-128E
Generate text from text and image prompts using Meta’s Maverick multimodal release.
Link evidence: Llama 4 Maverick model card
- Llama 4 Scout 17B-16E
Generate text from text and image prompts using Meta’s Scout multimodal release.
Link evidence: Llama 4 Scout model card
- Mistral Large 3
General-purpose multimodal understanding and text generation with Mistral Large 3.
Link evidence: Mistral Large 3 model card
- Mistral Medium 3.5
Agentic and coding text tasks through Mistral’s current hosted API model.
Link evidence: Mistral Medium 3.5 model page
- Mistral Small 4
Instruction following, reasoning, and coding in one hosted Mistral model.
Link evidence: Mistral Small 4 model page
- Mixtral 8x22B Instruct v0.1
Mistral AI instruction-tuned sparse mixture-of-experts model for text responses.
Link evidence: Mixtral-8x22B-Instruct-v0.1 model card
- Qwen3.5-397B-A17B
Vision-language reasoning and text generation with Qwen’s 397B-A17B release.
Link evidence: Qwen3.5-397B-A17B model card
- Qwen3.5-9B
Vision-language reasoning and text generation with Qwen’s 9B release.
Link evidence: Qwen3.5-9B model card
- text-davinci-003
Historical OpenAI instruction-following text-completion model whose public API access ended in 2024.
Link evidence: OpenAI API deprecations: text-davinci-003
Typical inputs
- A prompt and supported context
Typical outputs
- Generated text
Sources
Last reviewed 2026-09-29