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Text models

A reviewed catalog of market language models for chat, translation, and reasoning; Neiron availability is marked separately.

GPT-5.6 Luna

OpenAI

GPT-5.6 Luna is speed and efficiency. Search and reasoning are controlled independently; reasoning is off by default.

Text modelsAvailable in NeironWriting and analysisCode and work documents

GPT-5.6 Terra

OpenAI

GPT-5.6 Terra is a versatile choice for most tasks. Search and reasoning are controlled independently; reasoning is off by default.

Text modelsAvailable in NeironWriting and analysisCode and work documents

GPT-5.6 Sol

OpenAI

GPT-5.6 Sol is for the most demanding tasks. Search and reasoning are controlled independently; reasoning is off by default.

Text modelsAvailable in NeironWriting and analysisCode and work documents

Gemini 3.8 Flash

Google

A fast Google model for everyday requests, image analysis, and tasks where response speed matters.

Text modelsAvailable in NeironFast answersImage analysis

Claude Sonnet 5

Anthropic

Anthropic's flagship model for precise writing, long documents, and professional work.

Text modelsAvailable in NeironLong-form writingEditing and analysis

Grok 4.5

xAI

The xAI model for fresh context, web search, and reasoned answers.

Text modelsAvailable in NeironSearch contextReasoning

Gemini 3.1 Pro

Google

Google model for multimodal context, search, and reasoning.

Text modelsAvailable in NeironVision contextSearch

DeepSeek V4

DeepSeek

A model for structured analysis and tasks where answer logic matters.

Text modelsAvailable in NeironReasoningAnalysis

DeepSeek V4 PRO

DeepSeek

DeepSeek's reasoning model for tasks that benefit from a detailed solution path.

Text modelsAvailable in NeironMulti-step reasoningComplex analysis

GigaChat

Sber

GigaChat is Sber's language model. It is not available in Neiron; GPT-5.6 Terra covers similar tasks.

Text modelsNot available in NeironRussian-language dialogueWriting and editing

Amazon Nova Premier

Amazon

Amazon Nova Premier is the senior model of the Amazon Nova family for analyzing text, images, and video inside the AWS stack; it returns text.

Text modelsExternal model, reference pageAmazon Nova Premier: Perform a specialist operation on multimedia data.Input: Text, Images, Video; output: Text.

Claude Opus 4.8

Anthropic

Claude Opus 4.8 accepts text and images and returns text. Anthropic still lists the model as available, but marks it as legacy.

Text modelsExternal model, reference pageClaude Opus 4.8: Perform multi-step analysis and produce a reasoned answer.Input: Text, Images; output: Text.

Claude Opus 5

Anthropic

Claude Opus 5 is Anthropic's advanced model for long-horizon agentic work and coding; its official overview lists up to a 1M-token context and 128K-token output.

Text modelsExternal model, reference pageClaude Opus 5: Handle coding, code analysis, and agentic development tasks.Input: Text, Images; output: Text.

Command A

Cohere

Command A is Cohere's model for tool use, agentic scenarios, and multilingual text tasks.

Text modelsExternal model, reference pageCommand A: Work with text, instructions, and conversational requests.Input: Text; output: Text.

Llama 4 Maverick

Meta

Llama 4 Maverick is Meta's open Mixture-of-Experts model for general text tasks and image understanding, with weights available for study and deployment.

Text modelsExternal model, reference pageLlama 4 Maverick: Work with text, instructions, and conversational requests.Input: Text, Images; output: Text.

Llama 4 Scout

Meta

Llama 4 Scout is Meta's compact open model from the Llama 4 family for fast text tasks and image analysis with lighter resource needs.

Text modelsExternal model, reference pageLlama 4 Scout: Work with text, instructions, and conversational requests.Input: Text, Images; output: Text.

Mistral Large 3

Mistral AI

Mistral Large 3 is a multimodal Mistral AI model that accepts text and images and returns text.

Text modelsExternal model, reference pageMistral Large 3: Perform a specialist operation on multimedia data.Input: Text, Images; output: Text.

Kimi K2 Thinking

Moonshot AI

Kimi K2 Thinking is an open reasoning model from Moonshot AI for competition-grade problems, long reasoning chains, and large contexts.

Text modelsExternal model, reference pageKimi K2 Thinking: Perform multi-step analysis and produce a reasoned answer.Input: Text; output: Text.

GigaChat 2 Max

Sber

GigaChat 2 Max is Sber's senior GigaChat model for demanding text tasks, document analysis, and Russian-language work. Beyond text, it understands images and audio.

Text modelsExternal model, reference pageGigaChat 2 Max: Perform a specialist operation on multimedia data.Input: Text, Images, Audio; output: Text, Images.

T-pro IT 1.0

T-Tech

T-pro IT 1.0 provides open Russian-language weights from T-Tech for further fine-tuning and self-hosting. Its model card explicitly says it is not a ready-to-use conversational assistant.

Text modelsExternal model, reference pageT-pro IT 1.0: Work with text, instructions, and conversational requests.Input: Text; output: Text.

Suno Lyrics

Suno

Suno Lyrics by Suno can create or revise song lyrics. Input: Text. Output: Text.

Text modelsExternal model, reference pageSuno Lyrics: Create or revise song lyrics.Input: Text; output: Text.

GPT-5.2

OpenAI

GPT-5.2 by OpenAI can perform multi-step analysis and produce a reasoned answer. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageGPT-5.2: Perform multi-step analysis and produce a reasoned answer.Input: Text, Images; output: Text.

Claude Opus 4.7

Anthropic

Claude Opus 4.7 by Anthropic can handle coding, code analysis, and agentic development tasks. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageClaude Opus 4.7: Handle coding, code analysis, and agentic development tasks.Input: Text, Images; output: Text.

Claude Fable 5

Anthropic

Claude Fable 5 by Anthropic can handle coding, code analysis, and agentic development tasks. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageClaude Fable 5: Handle coding, code analysis, and agentic development tasks.Input: Text, Images; output: Text.

Claude Haiku 4.5

Anthropic

Claude Haiku 4.5 by Anthropic can work with text, instructions, and conversational requests. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageClaude Haiku 4.5: Work with text, instructions, and conversational requests.Input: Text, Images; output: Text.

Claude Opus 4.5

Anthropic

Claude Opus 4.5 by Anthropic can handle coding, code analysis, and agentic development tasks. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageClaude Opus 4.5: Handle coding, code analysis, and agentic development tasks.Input: Text, Images; output: Text.

Claude Opus 4.6

Anthropic

Claude Opus 4.6 by Anthropic can handle coding, code analysis, and agentic development tasks. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageClaude Opus 4.6: Handle coding, code analysis, and agentic development tasks.Input: Text, Images; output: Text.

Claude Sonnet 4.5

Anthropic

Claude Sonnet 4.5 by Anthropic can handle coding, code analysis, and agentic development tasks. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageClaude Sonnet 4.5: Handle coding, code analysis, and agentic development tasks.Input: Text, Images; output: Text.

GPT Codex

OpenAI

GPT Codex by OpenAI can handle coding, code analysis, and agentic development tasks. Input: Text, Images. Output: Text.

Text modelsExternal model, reference pageGPT Codex: Handle coding, code analysis, and agentic development tasks.Input: Text, Images; output: Text.

Gemini 2.5 Pro OpenAI-compatible

Google

Gemini 2.5 Pro OpenAI-compatible by Google can perform multi-step analysis and produce a reasoned answer. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 2.5 Pro OpenAI-compatible: Perform multi-step analysis and produce a reasoned answer.Input: Text, Images, Audio, Video; output: Text.

Gemini 3 Pro OpenAI-compatible

Google

Gemini 3 Pro OpenAI-compatible by Google can perform multi-step analysis and produce a reasoned answer. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3 Pro OpenAI-compatible: Perform multi-step analysis and produce a reasoned answer.Input: Text, Images, Audio, Video; output: Text.

Gemini 3.1 Pro OpenAI-compatible

Google

Gemini 3.1 Pro OpenAI-compatible by Google can perform multi-step analysis and produce a reasoned answer. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3.1 Pro OpenAI-compatible: Perform multi-step analysis and produce a reasoned answer.Input: Text, Images, Audio, Video; output: Text.

Gemini 2.5 Flash OpenAI-compatible

Google

Gemini 2.5 Flash OpenAI-compatible by Google can work with text, instructions, and conversational requests. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 2.5 Flash OpenAI-compatible: Work with text, instructions, and conversational requests.Input: Text, Images, Audio, Video; output: Text.

Gemini 3 Flash OpenAI-compatible

Google

Gemini 3 Flash OpenAI-compatible by Google can perform multi-step analysis and produce a reasoned answer. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3 Flash OpenAI-compatible: Perform multi-step analysis and produce a reasoned answer.Input: Text, Images, Audio, Video; output: Text.

Gemini 3.5 Flash

Google

Gemini 3.5 Flash by Google can handle coding, code analysis, and agentic development tasks. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3.5 Flash: Handle coding, code analysis, and agentic development tasks.Input: Text, Images, Audio, Video; output: Text.

Gemini 3.5 Flash OpenAI-compatible

Google

Gemini 3.5 Flash OpenAI-compatible by Google can handle coding, code analysis, and agentic development tasks. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3.5 Flash OpenAI-compatible: Handle coding, code analysis, and agentic development tasks.Input: Text, Images, Audio, Video; output: Text.

Gemini 3.6 Flash OpenAI-compatible

Google

Gemini 3.6 Flash OpenAI-compatible by Google can handle coding, code analysis, and agentic development tasks. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3.6 Flash OpenAI-compatible: Handle coding, code analysis, and agentic development tasks.Input: Text, Images, Audio, Video; output: Text.

Gemini 3 Flash v1beta

Google

Gemini 3 Flash v1beta by Google can perform multi-step analysis and produce a reasoned answer. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3 Flash v1beta: Perform multi-step analysis and produce a reasoned answer.Input: Text, Images, Audio, Video; output: Text.

Gemini 3.7 Flash

Google

Gemini 3.7 Flash by Google can handle coding, code analysis, and agentic development tasks. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3.7 Flash: Handle coding, code analysis, and agentic development tasks.Input: Text, Images, Audio, Video; output: Text.

Gemini 3.7 Flash OpenAI-compatible

Google

Gemini 3.7 Flash OpenAI-compatible by Google can handle coding, code analysis, and agentic development tasks. Input: Text, Images, Audio, Video. Output: Text.

Text modelsExternal model, reference pageGemini 3.7 Flash OpenAI-compatible: Handle coding, code analysis, and agentic development tasks.Input: Text, Images, Audio, Video; output: Text.

Grok 4.6

xAI

Grok 4.6 by xAI can handle coding, code analysis, and agentic development tasks. Input: Text. Output: Text.

Text modelsExternal model, reference pageGrok 4.6: Handle coding, code analysis, and agentic development tasks.Input: Text; output: Text.

How to choose a text model

This page groups models of one type, but they solve different jobs. Start from the use case, not the model name: it is the shortest path to a usable result without unnecessary reruns.

  • compare several language models on the same task
  • prepare copy, structure, translation, analysis, or a working draft
  • pick the balance of speed, reasoning depth, and answer style

Practical choice

  • GPT-5.6 Luna, Terra, and Sol provide three speed and complexity tiers in one family; search and reasoning are enabled separately.
  • Claude Sonnet 5 and Gemini 3.1 Pro add options for long documents, analysis, code, and multimodal context.
  • Grok 4.5 and DeepSeek V4 are useful comparisons when you need fresh context, reasoning, or an alternative formulation.
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