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docs: deepseek-reasoner model grading #884

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25 changes: 13 additions & 12 deletions website/docs/reference/models.md
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Expand Up @@ -10,15 +10,16 @@ This document presents the evaluation report for various Large-Language-Models (
For more details on how model grades are evaluated in Spice, refer to the [model grading criteria](https://github.com/spiceai/spiceai/blob/f6039123028209e20469b342791fa85d52b7771e/docs/criteria/models/grading.md).

| Model | Spice Grade | Model Provider | Context Window<br/ >Max Output Tokens | Chat Completion | Response Format<br />(Structued Outputs) | Tools | Recursive<br />Tool Calling | Reasoning | Streaming | Model Release Date | Spice Version |
| ----------------------------------------------- | ----------- | -------------- | ------------------------------------- | --------------- | ---------------------------------------- | ----- | --------------------------- | --------- | --------- | --------------- | ------------- |
| `o3-mini-2025-01-31 (Reasoning effort: high)` | **A** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 2025-01-31 | v1.0.2 |
| `o3-mini-2025-01-31 (Reasoning effort: medium)` | **B** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 2025-01-31 | v1.0.2 |
| `o3-mini-2025-01-31 (Reasoning effort: low)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 2025-01-31 | v1.0.2 |
| `o1-2024-12-17 (Reasoning effort: high)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | 2024-12-17 | v1.0.2 |
| `o1-2024-12-17 (Reasoning effort: medium)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | 2024-12-17 | v1.0.2 |
| `o1-2024-12-17 (Reasoning effort: low)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | 2024-12-17 | v1.0.2 |
| `gpt-4o-2024-08-06` | **B** | `openai` | 128k tokens<br/ >16384 tokens | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | 2024-08-06 | v1.0.2 |
| `claude-3-5-sonnet-20241022` | **C** | `anthropic` | 200k tokens<br/ >8192 tokens | ✅ | ❌ | ✅ | ✅ | ❌ | ✅ | 2024-10-22 | v1.0.2 |
| `grok-2-1212` | Ungraded | `xai` | − | ✅ | − | − | − | ❌ | − | Not Available | v1.0.2 |
| `deepseek-ai/DeepSeek-R1-Distill-Llama-8B` | Ungraded | `huggingface` | − | ✅ | − | − | − | ✅ | − | Not Available | v1.0.2 |
| `meta-llama/Llama-3.2-3B-Instruct` | Ungraded | `huggingface` | − | ✅ | − | − | − | ❌ | − | Not Available | v1.0.2 |
| ----------------------------------------------- | ----------- | -------------- | ------------------------------------- | --------------- | ---------------------------------------- | ----- | --------------------------- | --------- | --------- | ------------------ | ------------- |
| `o3-mini-2025-01-31 (Reasoning effort: high)` | **A** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 2025-01-31 | v1.0.2 |
| `o3-mini-2025-01-31 (Reasoning effort: medium)` | **B** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 2025-01-31 | v1.0.2 |
| `o3-mini-2025-01-31 (Reasoning effort: low)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ✅ | 2025-01-31 | v1.0.2 |
| `o1-2024-12-17 (Reasoning effort: high)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | 2024-12-17 | v1.0.2 |
| `o1-2024-12-17 (Reasoning effort: medium)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | 2024-12-17 | v1.0.2 |
| `o1-2024-12-17 (Reasoning effort: low)` | **C** | `openai` | 200k tokens<br/ >100k tokens | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | 2024-12-17 | v1.0.2 |
| `gpt-4o-2024-08-06` | **B** | `openai` | 128k tokens<br/ >16384 tokens | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | 2024-08-06 | v1.0.2 |
| `claude-3-5-sonnet-20241022` | **C** | `anthropic` | 200k tokens<br/ >8192 tokens | ✅ | ❌ | ✅ | ✅ | ❌ | ✅ | 2024-10-22 | v1.0.2 |
| `grok-2-1212` | Ungraded | `xai` | − | ✅ | − | − | − | ❌ | − | Not Available | v1.0.2 |
| `deepseek-ai/DeepSeek-R1-Distill-Llama-8B` | Ungraded | `huggingface` | − | ✅ | − | − | − | ✅ | − | Not Available | v1.0.2 |
| `meta-llama/Llama-3.2-3B-Instruct` | Ungraded | `huggingface` | − | ✅ | − | − | − | ❌ | − | Not Available | v1.0.2 |
| `deepseek-reasoner` | Ungraded | `openai` | 64k tokens<br/ >8k tokens | ✅ | − | − | − | ✅ | ✅ | 2025/01/20 | v1.0.4 |