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AI Models Guide

When to Use What & Token Limits

Poppy gives you several AI models. Pick the model under the chat box. Bigger models cost more credits per message.

Chat models

One credit is about 1 cent of processing cost. A message costs credits for the text the model reads (in) and the text it writes (out), so cost depends on how much you have connected and how long the chat is. The numbers below are credits per 1 million tokens.

Model

Best for

Credits per 1M tokens (in / out)

Token limit

Thinking levels

Claude 5 Sonnet

Ideation and scripting. The default model.

200 / 1,000

200k

Instant, Low, Medium, High

GPT-5.6 Terra

Frontier reasoning for complex problems.

250 / 1,500

1 million

Instant to Extra High

GPT-5.5

Advanced reasoning and problem-solving.

500 / 3,000

1 million

Instant to Extra High

Claude Opus 5.5

Most capable model for complex reasoning and agentic coding.

400 / 2,000

1 million

Instant to Extra High

Claude Opus 5

Previous-generation Opus.

500 / 2,500

1 million

Instant to Extra High

Claude Opus 4.8

Complex reasoning and agentic coding.

500 / 2,500

1 million

Instant to Extra High

Claude Opus 4.6

Previous-generation Opus for creative projects.

500 / 2,500

1 million

Instant to Extra High

Gemini 3.8 Flash

Fast, great for long videos and large datasets.

75 / 375

1 million

None

GPT-5.4 Mini

Budget-friendly daily content. The cheapest option.

75 / 450

400k

Instant to Extra High

DeepSeek V4.1 Flash

Very low cost. Reads images too.

30 / 120

1 million

None

DeepSeek V4 Pro

DeepSeek's strongest reasoning model. Text only, it can't read images.

132 / 396

1 million

None

Grok 4.7

Newest Grok. Trending topics and current events.

200 / 600

500k

None

Grok 4.5

Trending topics and current events.

200 / 600

500k

None

Claude Opus models only show for Power User and AppSumo plans. If you do not see them, your plan does not include them.

Gemini 2.5 Pro and GPT-4o are no longer in the list. Chats that used them switch to Gemini 3.8 Flash and GPT-5.4 Mini the next time you open the board.

Image models

Model

Best for

Credits per image (about)

GPT Image 2.5 Flare

Crisp text and layouts. The default image model.

Low 0.6, Medium 1.4, High 5.3, plus about 1 per reference image

GPT Image 2.5 Sunburst

Newest OpenAI image model.

Same as Flare

NanoBanana 2.1

Fast everyday image model.

4 at 1K, 6 at 2K

NanoBanana Pro

Rich detail and lighting.

15 at 1K or 2K, 30 at 4K

Seedream 4.5 is in testing and only shows for some accounts. For how to make images, see Image Generation in Poppy.

What are token limits?

Tokens are the amount of text a model can read at once. These count toward the limit:

  • Everything connected to the chat (documents, videos, links)

  • The conversation history

A long chat can hit the limit even with nothing connected.

When you hit the overload limit

If you see "Yikes! Info Overload", you have connected more content than the model can read. See Troubleshooting Overload Limits.

How to switch models

  1. Click the model name under the text box.

  2. Pick a model. Click More Models to see the rest.

  3. To change how long the AI thinks, click Thinking and pick a level. See Understanding Thinking Modes.

To compare models, send the same prompt, switch model and send it again.

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