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docs: Auto-update and format models.md

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@@ -4,21 +4,15 @@
| Provider | Model Name | SWE Score | Input Cost | Output Cost |
| ----------- | ---------------------------------------------- | --------- | ---------- | ----------- |
| bedrock | us.anthropic.claude-3-haiku-20240307-v1:0 | 0.4 | 0.25 | 1.25 |
| bedrock | us.anthropic.claude-3-opus-20240229-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-3-5-sonnet-20240620-v1:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-5-sonnet-20241022-v2:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-7-sonnet-20250219-v1:0 | 0.623 | 3 | 15 |
| bedrock | us.anthropic.claude-3-5-haiku-20241022-v1:0 | 0.4 | 0.8 | 4 |
| bedrock | us.anthropic.claude-opus-4-20250514-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-sonnet-4-20250514-v1:0 | 0.727 | 3 | 15 |
| anthropic | claude-sonnet-4-20250514 | 0.727 | 3 | 15 |
| anthropic | claude-opus-4-20250514 | 0.725 | 15 | 75 |
| anthropic | claude-3-7-sonnet-20250219 | 0.623 | 3 | 15 |
| anthropic | claude-3-5-sonnet-20241022 | 0.49 | 3 | 15 |
| azure | gpt-4o | 0.332 | 2.5 | 10 |
| azure | gpt-4o-mini | 0.3 | 0.15 | 0.6 |
| azure | gpt-4-1 | — | 2 | 10 |
| claude-code | opus | 0.725 | 0 | 0 |
| claude-code | sonnet | 0.727 | 0 | 0 |
| mcp | mcp-sampling | — | 0 | 0 |
| gemini-cli | gemini-2.5-pro | 0.72 | 0 | 0 |
| gemini-cli | gemini-2.5-flash | 0.71 | 0 | 0 |
| openai | gpt-4o | 0.332 | 2.5 | 10 |
| openai | o1 | 0.489 | 15 | 60 |
| openai | o3 | 0.5 | 2 | 8 |
@@ -35,19 +29,21 @@
| google | gemini-2.5-flash-preview-04-17 | 0.604 | — | — |
| google | gemini-2.0-flash | 0.518 | 0.15 | 0.6 |
| google | gemini-2.0-flash-lite | — | — | — |
| perplexity | sonar-pro | — | 3 | 15 |
| perplexity | sonar-reasoning-pro | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning | 0.211 | 1 | 5 |
| xai | grok-3 | — | 3 | 15 |
| xai | grok-3-fast | — | 5 | 25 |
| xai | grok-4 | — | 3 | 15 |
| ollama | devstral:latest | — | 0 | 0 |
| ollama | qwen3:latest | — | 0 | 0 |
| ollama | qwen3:14b | — | 0 | 0 |
| ollama | qwen3:32b | — | 0 | 0 |
| ollama | mistral-small3.1:latest | — | 0 | 0 |
| ollama | llama3.3:latest | — | 0 | 0 |
| ollama | phi4:latest | — | 0 | 0 |
| groq | llama-3.3-70b-versatile | 0.55 | 0.59 | 0.79 |
| groq | llama-3.1-8b-instant | 0.32 | 0.05 | 0.08 |
| groq | llama-4-scout | 0.45 | 0.11 | 0.34 |
| groq | llama-4-maverick | 0.52 | 0.5 | 0.77 |
| groq | mixtral-8x7b-32768 | 0.35 | 0.24 | 0.24 |
| groq | qwen-qwq-32b-preview | 0.4 | 0.18 | 0.18 |
| groq | deepseek-r1-distill-llama-70b | 0.52 | 0.75 | 0.99 |
| groq | gemma2-9b-it | 0.3 | 0.2 | 0.2 |
| groq | whisper-large-v3 | — | 0.11 | 0 |
| perplexity | sonar-pro | — | 3 | 15 |
| perplexity | sonar-reasoning-pro | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning | 0.211 | 1 | 5 |
| openrouter | google/gemini-2.5-flash-preview-05-20 | — | 0.15 | 0.6 |
| openrouter | google/gemini-2.5-flash-preview-05-20:thinking | — | 0.15 | 3.5 |
| openrouter | google/gemini-2.5-pro-exp-03-25 | — | 0 | 0 |
@@ -73,57 +69,16 @@
| openrouter | mistralai/devstral-small | — | 0.1 | 0.3 |
| openrouter | mistralai/mistral-nemo | — | 0.03 | 0.07 |
| openrouter | thudm/glm-4-32b:free | — | 0 | 0 |
| groq | llama-3.3-70b-versatile | 0.55 | 0.59 | 0.79 |
| groq | llama-3.1-8b-instant | 0.32 | 0.05 | 0.08 |
| groq | llama-4-scout | 0.45 | 0.11 | 0.34 |
| groq | llama-4-maverick | 0.52 | 0.5 | 0.77 |
| groq | mixtral-8x7b-32768 | 0.35 | 0.24 | 0.24 |
| groq | qwen-qwq-32b-preview | 0.4 | 0.18 | 0.18 |
| groq | deepseek-r1-distill-llama-70b | 0.52 | 0.75 | 0.99 |
| groq | gemma2-9b-it | 0.3 | 0.2 | 0.2 |
| groq | whisper-large-v3 | — | 0.11 | 0 |
| claude-code | opus | 0.725 | 0 | 0 |
| claude-code | sonnet | 0.727 | 0 | 0 |
| mcp | mcp-sampling | — | 0 | 0 |
| gemini-cli | gemini-2.5-pro | 0.72 | 0 | 0 |
| gemini-cli | gemini-2.5-flash | 0.71 | 0 | 0 |
## Research Models
| Provider | Model Name | SWE Score | Input Cost | Output Cost |
| ----------- | -------------------------------------------- | --------- | ---------- | ----------- |
| bedrock | us.anthropic.claude-3-opus-20240229-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-3-5-sonnet-20240620-v1:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-5-sonnet-20241022-v2:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-7-sonnet-20250219-v1:0 | 0.623 | 3 | 15 |
| bedrock | us.anthropic.claude-opus-4-20250514-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-sonnet-4-20250514-v1:0 | 0.727 | 3 | 15 |
| bedrock | us.deepseek.r1-v1:0 | — | 1.35 | 5.4 |
| openai | gpt-4o-search-preview | 0.33 | 2.5 | 10 |
| openai | gpt-4o-mini-search-preview | 0.3 | 0.15 | 0.6 |
| perplexity | sonar-pro | — | 3 | 15 |
| perplexity | sonar | — | 1 | 1 |
| perplexity | deep-research | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning-pro | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning | 0.211 | 1 | 5 |
| xai | grok-3 | — | 3 | 15 |
| xai | grok-3-fast | — | 5 | 25 |
| xai | grok-4 | — | 3 | 15 |
| groq | llama-3.3-70b-versatile | 0.55 | 0.59 | 0.79 |
| groq | llama-4-scout | 0.45 | 0.11 | 0.34 |
| groq | llama-4-maverick | 0.52 | 0.5 | 0.77 |
| groq | qwen-qwq-32b-preview | 0.4 | 0.18 | 0.18 |
| groq | deepseek-r1-distill-llama-70b | 0.52 | 0.75 | 0.99 |
| claude-code | opus | 0.725 | 0 | 0 |
| claude-code | sonnet | 0.727 | 0 | 0 |
| mcp | mcp-sampling | — | 0 | 0 |
| gemini-cli | gemini-2.5-pro | 0.72 | 0 | 0 |
| gemini-cli | gemini-2.5-flash | 0.71 | 0 | 0 |
## Fallback Models
| Provider | Model Name | SWE Score | Input Cost | Output Cost |
| ----------- | ---------------------------------------------- | --------- | ---------- | ----------- |
| ollama | devstral:latest | — | 0 | 0 |
| ollama | qwen3:latest | — | 0 | 0 |
| ollama | qwen3:14b | — | 0 | 0 |
| ollama | qwen3:32b | — | 0 | 0 |
| ollama | mistral-small3.1:latest | — | 0 | 0 |
| ollama | llama3.3:latest | — | 0 | 0 |
| ollama | phi4:latest | — | 0 | 0 |
| azure | gpt-4o | 0.332 | 2.5 | 10 |
| azure | gpt-4o-mini | 0.3 | 0.15 | 0.6 |
| azure | gpt-4-1 | — | 2 | 10 |
| bedrock | us.anthropic.claude-3-haiku-20240307-v1:0 | 0.4 | 0.25 | 1.25 |
| bedrock | us.anthropic.claude-3-opus-20240229-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-3-5-sonnet-20240620-v1:0 | 0.49 | 3 | 15 |
@@ -132,13 +87,52 @@
| bedrock | us.anthropic.claude-3-5-haiku-20241022-v1:0 | 0.4 | 0.8 | 4 |
| bedrock | us.anthropic.claude-opus-4-20250514-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-sonnet-4-20250514-v1:0 | 0.727 | 3 | 15 |
## Research Models
| Provider | Model Name | SWE Score | Input Cost | Output Cost |
| ----------- | -------------------------------------------- | --------- | ---------- | ----------- |
| claude-code | opus | 0.725 | 0 | 0 |
| claude-code | sonnet | 0.727 | 0 | 0 |
| mcp | mcp-sampling | — | 0 | 0 |
| gemini-cli | gemini-2.5-pro | 0.72 | 0 | 0 |
| gemini-cli | gemini-2.5-flash | 0.71 | 0 | 0 |
| openai | gpt-4o-search-preview | 0.33 | 2.5 | 10 |
| openai | gpt-4o-mini-search-preview | 0.3 | 0.15 | 0.6 |
| xai | grok-3 | — | 3 | 15 |
| xai | grok-3-fast | — | 5 | 25 |
| xai | grok-4 | — | 3 | 15 |
| groq | llama-3.3-70b-versatile | 0.55 | 0.59 | 0.79 |
| groq | llama-4-scout | 0.45 | 0.11 | 0.34 |
| groq | llama-4-maverick | 0.52 | 0.5 | 0.77 |
| groq | qwen-qwq-32b-preview | 0.4 | 0.18 | 0.18 |
| groq | deepseek-r1-distill-llama-70b | 0.52 | 0.75 | 0.99 |
| perplexity | sonar-pro | — | 3 | 15 |
| perplexity | sonar | — | 1 | 1 |
| perplexity | deep-research | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning-pro | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning | 0.211 | 1 | 5 |
| bedrock | us.anthropic.claude-3-opus-20240229-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-3-5-sonnet-20240620-v1:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-5-sonnet-20241022-v2:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-7-sonnet-20250219-v1:0 | 0.623 | 3 | 15 |
| bedrock | us.anthropic.claude-opus-4-20250514-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-sonnet-4-20250514-v1:0 | 0.727 | 3 | 15 |
| bedrock | us.deepseek.r1-v1:0 | — | 1.35 | 5.4 |
## Fallback Models
| Provider | Model Name | SWE Score | Input Cost | Output Cost |
| ----------- | ---------------------------------------------- | --------- | ---------- | ----------- |
| anthropic | claude-sonnet-4-20250514 | 0.727 | 3 | 15 |
| anthropic | claude-opus-4-20250514 | 0.725 | 15 | 75 |
| anthropic | claude-3-7-sonnet-20250219 | 0.623 | 3 | 15 |
| anthropic | claude-3-5-sonnet-20241022 | 0.49 | 3 | 15 |
| azure | gpt-4o | 0.332 | 2.5 | 10 |
| azure | gpt-4o-mini | 0.3 | 0.15 | 0.6 |
| azure | gpt-4-1 | — | 2 | 10 |
| claude-code | opus | 0.725 | 0 | 0 |
| claude-code | sonnet | 0.727 | 0 | 0 |
| mcp | mcp-sampling | — | 0 | 0 |
| gemini-cli | gemini-2.5-pro | 0.72 | 0 | 0 |
| gemini-cli | gemini-2.5-flash | 0.71 | 0 | 0 |
| openai | gpt-4o | 0.332 | 2.5 | 10 |
| openai | o3 | 0.5 | 2 | 8 |
| openai | o4-mini | 0.45 | 1.1 | 4.4 |
@@ -147,18 +141,18 @@
| google | gemini-2.5-flash-preview-04-17 | 0.604 | — | — |
| google | gemini-2.0-flash | 0.518 | 0.15 | 0.6 |
| google | gemini-2.0-flash-lite | — | — | — |
| perplexity | sonar-reasoning-pro | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning | 0.211 | 1 | 5 |
| xai | grok-3 | — | 3 | 15 |
| xai | grok-3-fast | — | 5 | 25 |
| xai | grok-4 | — | 3 | 15 |
| ollama | devstral:latest | — | 0 | 0 |
| ollama | qwen3:latest | — | 0 | 0 |
| ollama | qwen3:14b | — | 0 | 0 |
| ollama | qwen3:32b | — | 0 | 0 |
| ollama | mistral-small3.1:latest | — | 0 | 0 |
| ollama | llama3.3:latest | — | 0 | 0 |
| ollama | phi4:latest | — | 0 | 0 |
| groq | llama-3.3-70b-versatile | 0.55 | 0.59 | 0.79 |
| groq | llama-3.1-8b-instant | 0.32 | 0.05 | 0.08 |
| groq | llama-4-scout | 0.45 | 0.11 | 0.34 |
| groq | llama-4-maverick | 0.52 | 0.5 | 0.77 |
| groq | mixtral-8x7b-32768 | 0.35 | 0.24 | 0.24 |
| groq | qwen-qwq-32b-preview | 0.4 | 0.18 | 0.18 |
| groq | gemma2-9b-it | 0.3 | 0.2 | 0.2 |
| perplexity | sonar-reasoning-pro | 0.211 | 2 | 8 |
| perplexity | sonar-reasoning | 0.211 | 1 | 5 |
| openrouter | google/gemini-2.5-flash-preview-05-20 | — | 0.15 | 0.6 |
| openrouter | google/gemini-2.5-flash-preview-05-20:thinking | — | 0.15 | 3.5 |
| openrouter | google/gemini-2.5-pro-exp-03-25 | — | 0 | 0 |
@@ -182,15 +176,21 @@
| openrouter | mistralai/mistral-small-3.1-24b-instruct | — | 0.1 | 0.3 |
| openrouter | mistralai/mistral-nemo | — | 0.03 | 0.07 |
| openrouter | thudm/glm-4-32b:free | — | 0 | 0 |
| groq | llama-3.3-70b-versatile | 0.55 | 0.59 | 0.79 |
| groq | llama-3.1-8b-instant | 0.32 | 0.05 | 0.08 |
| groq | llama-4-scout | 0.45 | 0.11 | 0.34 |
| groq | llama-4-maverick | 0.52 | 0.5 | 0.77 |
| groq | mixtral-8x7b-32768 | 0.35 | 0.24 | 0.24 |
| groq | qwen-qwq-32b-preview | 0.4 | 0.18 | 0.18 |
| groq | gemma2-9b-it | 0.3 | 0.2 | 0.2 |
| claude-code | opus | 0.725 | 0 | 0 |
| claude-code | sonnet | 0.727 | 0 | 0 |
| mcp | mcp-sampling | — | 0 | 0 |
| gemini-cli | gemini-2.5-pro | 0.72 | 0 | 0 |
| gemini-cli | gemini-2.5-flash | 0.71 | 0 | 0 |
| ollama | devstral:latest | — | 0 | 0 |
| ollama | qwen3:latest | — | 0 | 0 |
| ollama | qwen3:14b | — | 0 | 0 |
| ollama | qwen3:32b | — | 0 | 0 |
| ollama | mistral-small3.1:latest | — | 0 | 0 |
| ollama | llama3.3:latest | — | 0 | 0 |
| ollama | phi4:latest | — | 0 | 0 |
| azure | gpt-4o | 0.332 | 2.5 | 10 |
| azure | gpt-4o-mini | 0.3 | 0.15 | 0.6 |
| azure | gpt-4-1 | — | 2 | 10 |
| bedrock | us.anthropic.claude-3-haiku-20240307-v1:0 | 0.4 | 0.25 | 1.25 |
| bedrock | us.anthropic.claude-3-opus-20240229-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-3-5-sonnet-20240620-v1:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-5-sonnet-20241022-v2:0 | 0.49 | 3 | 15 |
| bedrock | us.anthropic.claude-3-7-sonnet-20250219-v1:0 | 0.623 | 3 | 15 |
| bedrock | us.anthropic.claude-3-5-haiku-20241022-v1:0 | 0.4 | 0.8 | 4 |
| bedrock | us.anthropic.claude-opus-4-20250514-v1:0 | 0.725 | 15 | 75 |
| bedrock | us.anthropic.claude-sonnet-4-20250514-v1:0 | 0.727 | 3 | 15 |