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    Best Models for Roleplay

    Models with strong character consistency, creative prose, and long context windows — compared by price and context size

    Compare
    Use Case
    Capabilities
    Provider
    Status
    Input Price ($/M tokens)
    Output Price ($/M tokens)
    Context Size (tokens)
    20/351
    Models
    30/51
    Providers
    10
    Vision Models (filtered)
    18
    Tool-enabled (filtered)
    0
    Free Models (filtered)
    Features
    Cerebras
    glm-4.7
    		$2.25$2.75—
    NovitaAI
    glm-4.7
    		$0.60$2.20$0.11
    Together AI
    glm-4.7
    		$0.45$2.00—
    EmberCloud
    glm-4.7
    		$0.38$1.98$0.19
    EmberCloud
    glm-4.7
    		$0.38$1.98$0.19
    Z AI
    glm-4.7
    		$0.60$2.20$0.11
    NovitaAI
    glm-4.7
    		$0.60$2.20$0.11
    Z AI
    glm-4.7
    		$0.60$2.20$0.11
    Cerebras
    glm-4.7
    		$2.25$2.75—
    Together AI
    glm-4.7
    		$0.45$2.00—
    ByteDance
    glm-4.7
    		$0.60$2.20$0.11
    Alibaba Cloud
    glm-4.7
    		$0.43$2.01—
    ByteDance
    glm-4.7
    		$0.60$2.20$0.11
    Vertex AI (OpenAI-compatible)
    glm-4.7
    		$0.60$2.20—
    Vertex AI (OpenAI-compatible)
    glm-4.7
    		$0.60$2.20—
    Vertex AI (OpenAI-compatible)
    glm-5
    		$1.00$3.20$0.10
    Alibaba Cloud(cn-beijing)
    glm-5
    		$0.57$2.58—
    EmberCloud
    glm-5
    		$0.72$2.30$0.14
    EmberCloud
    glm-5
    		$0.72$2.30$0.14
    Z AI
    glm-5
    		$1.00$3.20$0.20
    Z AI
    glm-5
    		$1.00$3.20$0.20
    Nebius AI
    glm-5
    		$1.00$3.20—
    Together AI
    glm-5
    		$1.00$3.20—
    NovitaAI
    glm-5
    		$1.00$3.20$0.20
    Baidu
    glm-5
    		$1.00$3.20$0.20
    Vertex AI (OpenAI-compatible)
    glm-5
    		$1.00$3.20$0.10
    Alibaba Cloud
    glm-5
    		$0.57$2.58—
    Baidu
    glm-5
    		$1.00$3.20$0.20
    Alibaba Cloud
    glm-5
    		$0.57$2.58—
    NovitaAI
    glm-5
    		$1.00$3.20$0.20
    Alibaba Cloud
    glm-5.2
    		$1.40$4.40$0.28
    Alibaba Cloud(cn-beijing)
    glm-5.2
    		$1.40$4.40$0.28
    Alibaba Cloud(singapore)
    glm-5.2
    		$1.40$4.40$0.28
    ByteDance
    glm-5.2
    		$1.40$4.40$0.26
    EmberCloud
    glm-5.2
    		$1.26$3.96$0.23
    Alibaba Cloud(us-virginia)
    glm-5.2
    		$1.40$4.40$0.28
    Alibaba Cloud(eu-frankfurt)
    glm-5.2
    		$1.40$4.40$0.28
    Alibaba Cloud
    glm-5.2
    		$1.40$4.40$0.28
    Z AI
    glm-5.2
    		$1.40$4.40$0.26
    NovitaAI
    glm-5.2
    		$1.40$4.40$0.26
    Z AI
    glm-5.2
    		$1.40$4.40$0.26
    CanopyWave
    glm-5.2
    		$1.40$4.40$0.26
    Granite
    glm-5.2
    		$1.40$4.40$0.26
    NovitaAI
    glm-5.2
    		$1.40$4.40$0.26
    Runware
    glm-5.2
    		$0.80$2.55$0.16
    SCX.ai
    glm-5.2
    		$0.55$1.78$0.11
    Nebius AI
    glm-5.2
    		$1.40$4.40—
    EmberCloud
    glm-5.2
    		$1.26$3.96$0.23
    SCX.ai
    glm-5.2
    		$0.55$1.78$0.11
    Baidu
    glm-5.2
    		$1.40$4.40$0.26
    Page 1 of 5

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    • OpenAI
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    • Alibaba Cloud
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    • AWS Bedrock
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    • Azure AI Foundry
    • Z AI
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    • Baidu
    • Perplexity
    • Nebius AI
    • Mistral AI
    • CanopyWave
    • Inference.net
    • Together AI
    • SCX.ai (Turbo)
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    • ByteDance
    • MiniMax
    • EmberCloud
    • Meta
    • Sakana AI
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    • Runware
    • Gonka24
    • Fireworks AI

    © 2026 OffRail. All rights reserved.

    A good roleplay model needs three things: prose that stays in character over hundreds of messages, a context window large enough to hold character cards and long chat histories, and per-token pricing that doesn't punish long sessions. This page lists the models the roleplay community actually uses — from budget favorites like DeepSeek and GLM to premium options like Claude — with live pricing and context sizes for every provider.

    Every model here is available through the same OpenAI-compatible endpoint, so you can plug OffRail into SillyTavern, RisuAI, or your own frontend with one API key, switch models mid-conversation, and fall back automatically when a provider has an outage.

    Frequently asked questions

    What is the best AI model for roleplay?

    It depends on your budget. DeepSeek V4 and GLM-5 are the best value for money and rarely break character, Kimi K2.6 is known for expressive creative prose, and Claude Opus 4.8 and Claude Sonnet 5 write the highest-quality prose if you're willing to pay premium per-token rates. Grok's non-reasoning models are a popular fast middle ground.

    Can I use these models with SillyTavern or my own frontend?

    Yes. OffRail exposes an OpenAI-compatible chat completions API, so any frontend that supports a custom base URL — SillyTavern, RisuAI, Agnai, or your own app — works by pointing it at the gateway and using your OffRail API key.

    Which roleplay models have the largest context windows?

    Grok 4.1 Fast supports up to 2 million tokens, and Claude Sonnet 5, GLM-5.2, DeepSeek V4, and MiniMax Text-01 all reach 1 million tokens. That's enough to keep an entire long-running roleplay, including character cards and lorebooks, in context.

    How much does API roleplay cost compared to a subscription?

    Usually less. A typical roleplay exchange runs a few thousand tokens, so on a model like DeepSeek V4 Flash (about $0.14 per million input tokens) even heavy daily use costs a fraction of a fixed chatbot subscription — and you only pay for what you use.

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