Skip to main content
Refrase
  • Pricing
Star

Model Prompting Guides

Source-of-truth prompting reference for every model Refrase supports — what each model expects, how it differs from others, and the patterns that produce the best output. Pulled from official provider documentation; it's the same context the Refrase enhancer reads when adapting your prompt.

Anthropic

Claude Haiku 4.5
Anthropic

claude family

extractionanalysisgenerationcode

Read prompting guide →

Claude Opus 4.8
Anthropic

claude family

extractionanalysisgenerationcode

Read prompting guide →

Claude Sonnet 4.6
Anthropic

claude family

extractionanalysisgenerationcode

Read prompting guide →

DeepSeek

DeepSeek V3
DeepSeek

deepseek family

analysiscode

Read prompting guide →

Google

Gemini 2.5 Flash
Google

gemini family

extractionanalysisgeneration

Read prompting guide →

Gemini 2.5 Pro
Google

gemini family

extractionanalysisgeneration

Read prompting guide →

Gemini 3.1 Pro
Google

gemini family

extractionanalysisgenerationlong-context-synthesis

Read prompting guide →

Gemini 3.5 Flash
Google

gemini family

extractionanalysisgenerationhigh-volume-processing

Read prompting guide →

Zhipu AI

GLM-4.7 Flash
Zhipu AI

glm family

extractiongeneration

Read prompting guide →

OpenAI

GPT-4o
OpenAI

openai family

extractionanalysisgenerationcode

Read prompting guide →

GPT-4o mini
OpenAI

openai family

extractionanalysisgenerationcode

Read prompting guide →

GPT-5.5
OpenAI

openai family

extractionanalysisgenerationcode

Read prompting guide →

Moonshot

Kimi K2
Moonshot

kimi family

extractionanalysis

Read prompting guide →

Meta

Llama 3.1 405B
Meta

llama family

extractiongenerationcode

Read prompting guide →

Mistral

Magistral Medium
Mistral

mistral family

analysiscode

Read prompting guide →

Mistral Large 3
Mistral

mistral family

extractionanalysis

Read prompting guide →

MiniMax

MiniMax M2
MiniMax

minimax family

extractionanalysis

Read prompting guide →

NVIDIA

Nemotron 30B
NVIDIA

nemotron family

codegeneration

Read prompting guide →

Alibaba

Qwen3 235B
Alibaba

qwen family

analysisgenerationcode

Read prompting guide →

Qwen3 32B
Alibaba

qwen family

analysiscode

Read prompting guide →

Don't want to read the docs?

Refrase reads them for you. Paste your prompt, pick your model, get back a model-specific version in 4–7 seconds.

Try Refrase free
Refrase

Your prompts, upgraded.

Product

  • Enhance
  • Extension
  • API
  • MCP

Research

  • Papers
  • Methodology
  • Benchmarks
  • Models

Company

  • Blog
  • Changelog
  • Pricing
  • Docs
  • GitHub
Privacy Policy·Terms of Service·All Systems Operational

© 2026 Refrase. All rights reserved.