AI Models
Qritor integrates a curated selection of top-tier AI language models, from economical to flagship, to suit different creative needs and budgets.
Model Tiers
Qritor organizes AI models into four tiers. Higher tiers offer stronger capabilities at a correspondingly higher credit cost.
| Tier | Description |
|---|---|
| Economy | Best value â daily writing, quick tests, short chats |
| Standard | Balanced â mid-to-long-form creative writing |
| Advanced | Massive context â ultra-long novels, full-book style control |
| Flagship | Top capability â premium, high-quality creative work |
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Economy
DeepSeek (Default)
DeepSeek V3.2 Thinking is Qritor's default model â a leading Chinese-developed reasoning model. Built-in Chain-of-Thought capability delivers excellent reasoning for Chinese creative writing at the best value.
- Strengths: Chain-of-Thought reasoning, Chinese-optimized, fast, creative
- Best for: Daily continuation, plot brainstorming, character dialogue
- Context window: 131K tokens
- Rate: 0.4x / 0.6x
GLM-4.7 Flash
A lightweight, ultra-fast model from Zhipu AI. Ideal for tasks where instant response matters most.
- Strengths: Ultra-fast response, lightweight, Chinese-friendly
- Best for: Quick tests, instant inspiration, short conversations
- Context window: 128K tokens
- Rate: 0.3x / 0.5x
MiniMax M2.5
MiniMax's narrative-focused Chinese model. Excels at maintaining long-form narrative coherence.
- Strengths: Long context, narrative consistency, Chinese-optimized
- Best for: Long chapter continuation, narrative cohesion
- Context window: 200K tokens
- Rate: 0.5x / 1.4x
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Standard
Gemini 3 Flash
Google's fast large-context model with 200K tokens context. Rapid streaming output with strong long-document comprehension.
- Strengths: Large context, fast streaming, multilingual
- Best for: Full-book reference continuation, long chapter generation
- Context window: 200K tokens
- Rate: 0.7x / 3.5x
Kimi K2.5
Moonshot AI's creative dialogue model. Deep understanding of Chinese nuance with outstanding character portrayal.
- Strengths: Natural Chinese dialogue, character portrayal, creative
- Best for: Character design, dialogue generation, emotional writing
- Context window: 131K tokens
- Rate: 0.8x / 3x
GLM-5
Zhipu AI's Chinese narrative flagship. Consistent style and high output quality, ideal when stylistic stability matters.
- Strengths: Stable style, fluent Chinese narrative, high output quality
- Best for: Formal chapter writing, style-consistent scenes
- Context window: 128K tokens
- Rate: 1x / 3.2x
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Advanced
Gemini 3.1 Pro
Google's latest flagship model with an extraordinary 1 million token context window â fit an entire long novel into a single conversation. Stable style with exceptional creative narrative.
- Strengths: 1M token context, stable style, creative narrative
- Best for: Million-word novels with full-book reference, global style consistency
- Context window: 1,000,000 tokens
- Rate: 2x / 12x
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Flagship
Claude Sonnet 4.6
Anthropic's flagship mid-tier model â a top performer for creative writing. Nuanced character psychology, rich emotional depth, and precise style control make it the go-to for quality writing.
- Strengths: Top creative writing, deep character portrayal, precise style control
- Best for: Premium chapters, complex character design, high-quality continuation
- Context window: 200K tokens
- Rate: 3x / 15x
Claude Opus 4.6
Anthropic's most powerful model â industry-leading across the board. Unmatched narrative depth, character psychology, and stylistic mastery for writers who demand the best.
- Strengths: All-around strongest, narrative depth, character psychology, exceptional style
- Best for: High-demand premium writing, complex plots, literary-quality prose
- Context window: 200K tokens
- Rate: 5x / 25x
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How to Choose
| Scenario | Recommended Model |
|---|---|
| Daily writing, best value | DeepSeek (default) |
| Quick tests & instant inspiration | GLM-4.7 Flash |
| Long-form narrative consistency | MiniMax M2.5 |
| Character design & dialogue | Kimi K2.5 |
| Consistent style writing | GLM-5 |
| Million-word full-book reference | Gemini 3.1 Pro |
| High-quality premium chapters | Claude Sonnet 4.6 |
| Literary excellence | Claude Opus 4.6 |
About Rates
The input rate / output rate shown next to each model in the model selector reflects the relative credit cost â a higher rate means more credits consumed for the same amount of text.
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When You Encounter Network Errors
If an AI call fails, an error message appears in the chat. Common errors and how to handle them:
| Error Message | Cause | What to Do |
|---|---|---|
| Network connection failed, please check your network and retry | Local network issue or server unreachable | Check your connection, or switch to another model |
| Network connection timed out, please check your network and retry | Request timed out â model responding slowly | Wait and retry, or switch to a faster model |
| AI service temporarily unavailable, please try again later | Provider server outage | Switch to a model from a different provider |
| The selected model is unavailable. Please switch to another model | Model has been taken offline or suspended | Select a different model in the model selector |
How to Switch Models
After an error, click the model selector to the left of the AI assistant input box and select a different model to continue writing. Your selection is saved automatically and will persist on next launch.
Backup Model Suggestions
Each provider operates independently â an outage from one provider does not affect others. When errors occur, switch to a model from a different provider:
- DeepSeek / GLM unavailable: Switch to Gemini 3 Flash or Kimi K2.5
- Gemini unavailable: Switch to DeepSeek or the Claude series
- Claude unavailable: Switch to GLM-5 or Gemini 3.1 Pro