| 1 | # Models Overview
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| 2 |
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| 3 | This page provides an overview of all available model classes in mini-SWE-agent.
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| 4 |
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| 5 | ## Model Classes
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| 6 |
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| 7 | | Class | Shortcut | Endpoint | Toolcalls | Description |
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| 8 | |-------|----------|----------|-----------|-------------|
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| 9 | | [`LitellmModel`](litellm.md) | `litellm` | `/completion` | ✅ | Default model using [LiteLLM](https://docs.litellm.ai/docs/providers) for broad provider support (OpenAI, Anthropic, 100+ providers) |
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| 10 | | [`LitellmTextbasedModel`](litellm.md) | `litellm_textbased` | `/completion` | ❌ | LiteLLM with text-based actions (no native tool calling) |
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| 11 | | [`LitellmResponseModel`](litellm_response_toolcall.md) | `litellm_response` | `/response` | ✅ | LiteLLM with [OpenAI Responses API](https://platform.openai.com/docs/api-reference/responses) and native tool calling |
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| 12 | | [`OpenRouterModel`](openrouter.md) | `openrouter` | `/completion` | ✅ | [OpenRouter](https://openrouter.ai/) API integration |
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| 13 | | [`OpenRouterTextbasedModel`](openrouter.md) | `openrouter_textbased` | `/completion` | ❌ | OpenRouter with text-based actions |
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| 14 | | [`OpenRouterResponseModel`](openrouter.md) | `openrouter_response` | `/response` | ✅ | OpenRouter Responses API with native tool calling |
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| 15 | | [`PortkeyModel`](portkey.md) | `portkey` | `/completion` | ✅ | [Portkey](https://portkey.ai/) AI gateway integration |
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| 16 | | [`PortkeyResponseAPIModel`](portkey_response.md) | `portkey_response` | `/response` | ✅ | Portkey with Responses API support |
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| 17 | | [`RequestyModel`](requesty.md) | `requesty` | `/completion` | ✅ | [Requesty](https://requesty.ai/) API integration |
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| 18 | | [`DeterministicModel`](test_models.md) | `deterministic` | N/A | ❌ | Returns predefined outputs (for testing) |
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| 19 | | [`RouletteModel`](extra.md) | — | Meta | ❌ | Randomly selects from multiple models |
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| 20 | | [`InterleavingModel`](extra.md) | — | Meta | ❌ | Alternates between models in sequence |
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| 21 |
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| 22 | {% include-markdown "../../_footer.md" %}
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| 23 |
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