vtcode_config/models/model_id/
capabilities.rs

1use crate::models::Provider;
2
3use super::ModelId;
4
5#[cfg(not(docsrs))]
6#[allow(dead_code)]
7mod capability_generated {
8    include!(concat!(env!("OUT_DIR"), "/model_capabilities.rs"));
9}
10
11#[cfg(docsrs)]
12#[allow(dead_code)]
13mod capability_generated {
14    #[derive(Clone, Copy)]
15    pub struct Pricing {
16        pub input: Option<f64>,
17        pub output: Option<f64>,
18        pub cache_read: Option<f64>,
19        pub cache_write: Option<f64>,
20    }
21
22    #[derive(Clone, Copy)]
23    pub struct Entry {
24        pub provider: &'static str,
25        pub id: &'static str,
26        pub display_name: &'static str,
27        pub description: &'static str,
28        pub context_window: usize,
29        pub max_output_tokens: Option<usize>,
30        pub reasoning: bool,
31        pub tool_call: bool,
32        pub vision: bool,
33        pub input_modalities: &'static [&'static str],
34        pub caching: bool,
35        pub structured_output: bool,
36        pub pricing: Pricing,
37    }
38
39    pub const ENTRIES: &[Entry] = &[];
40    pub const PROVIDERS: &[&str] = &[];
41
42    pub fn metadata_for(_provider: &str, _id: &str) -> Option<Entry> {
43        None
44    }
45
46    pub fn models_for_provider(_provider: &str) -> Option<&'static [&'static str]> {
47        None
48    }
49}
50
51/// Catalog metadata generated from `docs/models.json`.
52#[derive(Clone, Copy, Debug, PartialEq)]
53pub struct ModelPricing {
54    pub input: Option<f64>,
55    pub output: Option<f64>,
56    pub cache_read: Option<f64>,
57    pub cache_write: Option<f64>,
58}
59
60#[derive(Clone, Copy, Debug, PartialEq)]
61pub struct ModelCatalogEntry {
62    pub provider: &'static str,
63    pub id: &'static str,
64    pub display_name: &'static str,
65    pub description: &'static str,
66    pub context_window: usize,
67    pub max_output_tokens: Option<usize>,
68    pub reasoning: bool,
69    pub tool_call: bool,
70    pub vision: bool,
71    pub input_modalities: &'static [&'static str],
72    pub caching: bool,
73    pub structured_output: bool,
74    pub pricing: ModelPricing,
75}
76
77fn catalog_provider_key(provider: &str) -> &str {
78    if provider.eq_ignore_ascii_case("google") || provider.eq_ignore_ascii_case("gemini") {
79        "gemini"
80    } else if provider.eq_ignore_ascii_case("openai") {
81        "openai"
82    } else if provider.eq_ignore_ascii_case("anthropic") {
83        "anthropic"
84    } else if provider.eq_ignore_ascii_case("deepseek") {
85        "deepseek"
86    } else if provider.eq_ignore_ascii_case("openrouter") {
87        "openrouter"
88    } else if provider.eq_ignore_ascii_case("ollama") {
89        "ollama"
90    } else if provider.eq_ignore_ascii_case("lmstudio") {
91        "lmstudio"
92    } else if provider.eq_ignore_ascii_case("moonshot") {
93        "moonshot"
94    } else if provider.eq_ignore_ascii_case("zai") {
95        "zai"
96    } else if provider.eq_ignore_ascii_case("minimax") {
97        "minimax"
98    } else if provider.eq_ignore_ascii_case("huggingface") {
99        "huggingface"
100    } else {
101        provider
102    }
103}
104
105fn capability_provider_key(provider: Provider) -> &'static str {
106    match provider {
107        Provider::Gemini => "gemini",
108        Provider::OpenAI => "openai",
109        Provider::Anthropic => "anthropic",
110        Provider::Copilot => "copilot",
111        Provider::DeepSeek => "deepseek",
112        Provider::OpenRouter => "openrouter",
113        Provider::Ollama => "ollama",
114        Provider::LmStudio => "lmstudio",
115        Provider::Moonshot => "moonshot",
116        Provider::ZAI => "zai",
117        Provider::Minimax => "minimax",
118        Provider::MiMo => "mimo",
119        Provider::Mistral => "mistral",
120        Provider::HuggingFace => "huggingface",
121        Provider::OpenCodeZen => "opencode-zen",
122        Provider::OpenCodeGo => "opencode-go",
123    }
124}
125
126fn generated_catalog_entry(provider: &str, id: &str) -> Option<ModelCatalogEntry> {
127    capability_generated::metadata_for(catalog_provider_key(provider), id).map(|entry| {
128        ModelCatalogEntry {
129            provider: entry.provider,
130            id: entry.id,
131            display_name: entry.display_name,
132            description: entry.description,
133            context_window: entry.context_window,
134            max_output_tokens: entry.max_output_tokens,
135            reasoning: entry.reasoning,
136            tool_call: entry.tool_call,
137            vision: entry.vision,
138            input_modalities: entry.input_modalities,
139            caching: entry.caching,
140            structured_output: entry.structured_output,
141            pricing: ModelPricing {
142                input: entry.pricing.input,
143                output: entry.pricing.output,
144                cache_read: entry.pricing.cache_read,
145                cache_write: entry.pricing.cache_write,
146            },
147        }
148    })
149}
150
151pub fn model_catalog_entry(provider: &str, id: &str) -> Option<ModelCatalogEntry> {
152    generated_catalog_entry(provider, id)
153}
154
155pub fn supported_models_for_provider(provider: &str) -> Option<&'static [&'static str]> {
156    capability_generated::models_for_provider(catalog_provider_key(provider))
157}
158
159pub fn catalog_provider_keys() -> &'static [&'static str] {
160    capability_generated::PROVIDERS
161}
162
163impl ModelId {
164    fn generated_capabilities(&self) -> Option<ModelCatalogEntry> {
165        generated_catalog_entry(capability_provider_key(self.provider()), self.as_str())
166    }
167
168    /// Preferred built-in lightweight sibling or lower-tier fallback for this model.
169    pub fn preferred_lightweight_variant(&self) -> Option<Self> {
170        match self {
171            ModelId::Gemini31ProPreview | ModelId::Gemini31ProPreviewCustomTools => {
172                Some(ModelId::Gemini31FlashLitePreview)
173            }
174            ModelId::GPT55 | ModelId::GPT54 | ModelId::GPT54Pro => Some(ModelId::GPT54Mini),
175            ModelId::OpenCodeZenGPT54 => Some(ModelId::OpenCodeZenGPT54Mini),
176            ModelId::GPT52
177            | ModelId::GPT52Codex
178            | ModelId::GPT53Codex
179            | ModelId::GPT51Codex
180            | ModelId::GPT51CodexMax
181            | ModelId::GPT5
182            | ModelId::GPT5Codex => Some(ModelId::GPT5Mini),
183            ModelId::ClaudeOpus47
184            | ModelId::ClaudeOpus46
185            | ModelId::ClaudeSonnet46
186            | ModelId::ClaudeMythosPreview => Some(ModelId::ClaudeHaiku45),
187            ModelId::CopilotGPT54 => Some(ModelId::CopilotGPT54Mini),
188            ModelId::CopilotGPT52Codex | ModelId::CopilotGPT51CodexMax => {
189                Some(ModelId::CopilotGPT54Mini)
190            }
191            ModelId::DeepSeekV4Pro => Some(ModelId::DeepSeekV4Flash),
192            ModelId::HuggingFaceDeepseekV4ProTogether => {
193                Some(ModelId::HuggingFaceDeepseekV4FlashNovita)
194            }
195            ModelId::OllamaDeepseekV4ProCloud => Some(ModelId::OllamaDeepseekV4FlashCloud),
196            ModelId::ZaiGlm51 => Some(ModelId::ZaiGlm5),
197            ModelId::MinimaxM27 => Some(ModelId::MinimaxM25),
198            ModelId::OpenCodeGoMinimaxM27 => Some(ModelId::OpenCodeGoMinimaxM25),
199            _ => None,
200        }
201    }
202
203    /// Attempt to find a non-reasoning variant for this model.
204    pub fn non_reasoning_variant(&self) -> Option<Self> {
205        if let Some(meta) = self.openrouter_metadata() {
206            if !meta.reasoning {
207                return None;
208            }
209
210            let vendor = meta.vendor;
211            let mut candidates: Vec<Self> = Self::openrouter_vendor_groups()
212                .into_iter()
213                .find(|(candidate_vendor, _)| *candidate_vendor == vendor)
214                .map(|(_, models)| {
215                    models
216                        .iter()
217                        .copied()
218                        .filter(|candidate| candidate != self)
219                        .filter(|candidate| {
220                            candidate
221                                .openrouter_metadata()
222                                .map(|other| !other.reasoning)
223                                .unwrap_or(false)
224                        })
225                        .collect()
226                })
227                .unwrap_or_default();
228
229            if candidates.is_empty() {
230                return None;
231            }
232
233            candidates.sort_by_key(|candidate| {
234                candidate
235                    .openrouter_metadata()
236                    .map(|data| (!data.efficient, data.display))
237                    .unwrap_or((true, ""))
238            });
239
240            return candidates.into_iter().next();
241        }
242
243        let direct = match self {
244            ModelId::Gemini31ProPreview
245            | ModelId::Gemini31ProPreviewCustomTools
246            | ModelId::Gemini31FlashLitePreview => Some(ModelId::Gemini3FlashPreview),
247            ModelId::GPT55
248            | ModelId::GPT52
249            | ModelId::GPT54
250            | ModelId::GPT54Pro
251            | ModelId::GPT54Nano
252            | ModelId::GPT54Mini
253            | ModelId::GPT5 => Some(ModelId::GPT5Mini),
254            ModelId::OpenCodeZenGPT54 => Some(ModelId::OpenCodeZenGPT54Mini),
255            ModelId::CopilotGPT52Codex | ModelId::CopilotGPT54 => Some(ModelId::CopilotGPT54Mini),
256            ModelId::DeepSeekV4Pro => Some(ModelId::DeepSeekV4Flash),
257            ModelId::HuggingFaceDeepseekV4ProTogether => {
258                Some(ModelId::HuggingFaceDeepseekV4FlashNovita)
259            }
260            ModelId::OllamaDeepseekV4ProCloud => Some(ModelId::OllamaDeepseekV4FlashCloud),
261            ModelId::ZaiGlm5 | ModelId::ZaiGlm51 => Some(ModelId::OllamaGlm5Cloud),
262            ModelId::ClaudeOpus47
263            | ModelId::ClaudeOpus46
264            | ModelId::ClaudeSonnet46
265            | ModelId::ClaudeMythosPreview => Some(ModelId::ClaudeSonnet46),
266            ModelId::OpenCodeGoMinimaxM27 => Some(ModelId::OpenCodeGoMinimaxM25),
267            ModelId::MinimaxM27 | ModelId::MinimaxM25 => None,
268            _ => None,
269        };
270
271        direct.and_then(|candidate| {
272            if candidate.supports_reasoning_effort() {
273                None
274            } else {
275                Some(candidate)
276            }
277        })
278    }
279
280    /// Check if this is a "flash" variant (optimized for speed)
281    pub fn is_flash_variant(&self) -> bool {
282        matches!(
283            self,
284            ModelId::Gemini3FlashPreview
285                | ModelId::Gemini31FlashLitePreview
286                | ModelId::OpenRouterStepfunStep35FlashFree
287                | ModelId::OpenRouterNvidiaNemotron3Super120bA12bFree
288                | ModelId::OllamaGemini3FlashPreviewCloud
289                | ModelId::HuggingFaceStep35Flash
290                | ModelId::HuggingFaceDeepseekV4FlashNovita
291        )
292    }
293
294    /// Check if this is a "pro" variant (optimized for capability)
295    pub fn is_pro_variant(&self) -> bool {
296        matches!(
297            self,
298            ModelId::Gemini31ProPreview
299                | ModelId::Gemini31ProPreviewCustomTools
300                | ModelId::OpenRouterGoogleGemini31ProPreview
301                | ModelId::GPT55
302                | ModelId::GPT5
303                | ModelId::GPT52
304                | ModelId::GPT52Codex
305                | ModelId::GPT54
306                | ModelId::GPT54Pro
307                | ModelId::GPT53Codex
308                | ModelId::GPT51Codex
309                | ModelId::GPT51CodexMax
310                | ModelId::CopilotGPT52Codex
311                | ModelId::CopilotGPT51CodexMax
312                | ModelId::CopilotGPT54
313                | ModelId::CopilotClaudeSonnet46
314                | ModelId::GPT5Codex
315                | ModelId::ClaudeOpus47
316                | ModelId::ClaudeOpus46
317                | ModelId::ClaudeSonnet46
318                | ModelId::ClaudeMythosPreview
319                | ModelId::OpenCodeZenGPT54
320                | ModelId::OpenCodeZenClaudeSonnet46
321                | ModelId::OpenCodeZenGlm51
322                | ModelId::OpenCodeZenKimiK25
323                | ModelId::OpenCodeGoGlm51
324                | ModelId::OpenCodeGoKimiK25
325                | ModelId::OpenCodeGoMinimaxM27
326                | ModelId::DeepSeekV4Pro
327                | ModelId::ZaiGlm5
328                | ModelId::ZaiGlm51
329                | ModelId::OpenRouterStepfunStep35FlashFree
330                | ModelId::OpenRouterNvidiaNemotron3Super120bA12bFree
331                | ModelId::MinimaxM27
332                | ModelId::MinimaxM25
333                | ModelId::OpenCodeGoMinimaxM25
334                | ModelId::OllamaGlm5Cloud
335                | ModelId::OllamaGlm51Cloud
336                | ModelId::OllamaNemotron3SuperCloud
337                | ModelId::OllamaMinimaxM25Cloud
338                | ModelId::HuggingFaceQwen3CoderNextNovita
339                | ModelId::HuggingFaceQwen35397BA17BTogether
340                | ModelId::HuggingFaceDeepseekV4ProTogether
341                | ModelId::OpenRouterMoonshotaiKimiK26
342        )
343    }
344
345    /// Check if this is an optimized/efficient variant
346    pub fn is_efficient_variant(&self) -> bool {
347        if let Some(meta) = self.openrouter_metadata() {
348            return meta.efficient;
349        }
350        matches!(
351            self,
352            ModelId::Gemini3FlashPreview
353                | ModelId::Gemini31FlashLitePreview
354                | ModelId::GPT5Mini
355                | ModelId::GPT5Nano
356                | ModelId::CopilotGPT54Mini
357                | ModelId::ClaudeHaiku45
358                | ModelId::OpenCodeZenGPT54Mini
359                | ModelId::OpenCodeGoMinimaxM25
360                | ModelId::DeepSeekV4Flash
361                | ModelId::HuggingFaceStep35Flash
362                | ModelId::HuggingFaceDeepseekV4FlashNovita
363        )
364    }
365
366    /// Check if this is a top-tier model
367    pub fn is_top_tier(&self) -> bool {
368        if let Some(meta) = self.openrouter_metadata() {
369            return meta.top_tier;
370        }
371        matches!(
372            self,
373            ModelId::Gemini31ProPreview
374                | ModelId::Gemini31ProPreviewCustomTools
375                | ModelId::OpenRouterGoogleGemini31ProPreview
376                | ModelId::Gemini3FlashPreview
377                | ModelId::Gemini31FlashLitePreview
378                | ModelId::GPT55
379                | ModelId::GPT5
380                | ModelId::GPT52
381                | ModelId::GPT52Codex
382                | ModelId::GPT54
383                | ModelId::GPT54Pro
384                | ModelId::GPT53Codex
385                | ModelId::GPT51Codex
386                | ModelId::GPT51CodexMax
387                | ModelId::GPT5Codex
388                | ModelId::ClaudeOpus47
389                | ModelId::ClaudeOpus46
390                | ModelId::ClaudeSonnet46
391                | ModelId::ClaudeMythosPreview
392                | ModelId::OpenCodeZenGPT54
393                | ModelId::OpenCodeZenClaudeSonnet46
394                | ModelId::OpenCodeZenGlm51
395                | ModelId::OpenCodeZenKimiK25
396                | ModelId::OpenCodeGoGlm51
397                | ModelId::OpenCodeGoKimiK25
398                | ModelId::OpenCodeGoMinimaxM27
399                | ModelId::DeepSeekV4Pro
400                | ModelId::ZaiGlm5
401                | ModelId::ZaiGlm51
402                | ModelId::OpenRouterStepfunStep35FlashFree
403                | ModelId::HuggingFaceQwen3CoderNextNovita
404                | ModelId::HuggingFaceQwen35397BA17BTogether
405                | ModelId::HuggingFaceDeepseekV4FlashNovita
406                | ModelId::HuggingFaceDeepseekV4ProTogether
407                | ModelId::OpenRouterMoonshotaiKimiK26
408        )
409    }
410
411    /// Determine whether the model is a reasoning-capable variant
412    pub fn is_reasoning_variant(&self) -> bool {
413        if let Some(meta) = self.openrouter_metadata() {
414            return meta.reasoning;
415        }
416        self.provider().supports_reasoning_effort(self.as_str())
417    }
418
419    /// Determine whether the model supports tool calls/function execution
420    pub fn supports_tool_calls(&self) -> bool {
421        if let Some(meta) = self.generated_capabilities() {
422            return meta.tool_call;
423        }
424        if let Some(meta) = self.openrouter_metadata() {
425            return meta.tool_call;
426        }
427        true
428    }
429
430    /// Ordered list of supported input modalities when VT Code has metadata for this model.
431    pub fn input_modalities(&self) -> &'static [&'static str] {
432        self.generated_capabilities()
433            .map(|meta| meta.input_modalities)
434            .unwrap_or(&[])
435    }
436
437    /// Get the generation/version string for this model
438    pub fn generation(&self) -> &'static str {
439        if let Some(meta) = self.openrouter_metadata() {
440            return meta.generation;
441        }
442        match self {
443            // Gemini generations
444            ModelId::Gemini31ProPreview | ModelId::Gemini31ProPreviewCustomTools => "3.1",
445            ModelId::Gemini31FlashLitePreview => "3.1-lite",
446            ModelId::Gemini3FlashPreview => "3",
447            // OpenAI generations
448            ModelId::GPT55 => "5.5",
449            ModelId::GPT52 | ModelId::GPT52Codex => "5.2",
450            ModelId::GPT54 | ModelId::GPT54Pro | ModelId::GPT54Nano | ModelId::GPT54Mini => "5.4",
451            ModelId::GPT53Codex => "5.3",
452            ModelId::GPT51Codex | ModelId::GPT51CodexMax => "5.1",
453            ModelId::GPT5
454            | ModelId::GPT5Codex
455            | ModelId::GPT5Mini
456            | ModelId::GPT5Nano
457            | ModelId::OpenAIGptOss20b
458            | ModelId::OpenAIGptOss120b => "5",
459            // Anthropic generations
460            ModelId::ClaudeOpus47 => "4.7",
461            ModelId::ClaudeOpus46 => "4.6",
462            ModelId::ClaudeSonnet46 => "4.6",
463            ModelId::ClaudeHaiku45 => "4.5",
464            ModelId::ClaudeMythosPreview => "preview",
465            // DeepSeek generations
466            ModelId::DeepSeekV4Pro | ModelId::DeepSeekV4Flash => "4",
467            // Z.AI generations
468            ModelId::ZaiGlm5 => "5",
469            ModelId::ZaiGlm51 => "5.1",
470            ModelId::OpenCodeZenGPT54 | ModelId::OpenCodeZenGPT54Mini => "5.4",
471            ModelId::OpenCodeZenClaudeSonnet46 => "4.6",
472            ModelId::OpenCodeZenGlm51 | ModelId::OpenCodeGoGlm51 => "5.1",
473            ModelId::OpenCodeZenKimiK25 | ModelId::OpenCodeGoKimiK25 => "k2.5",
474            ModelId::OpenCodeGoMinimaxM25 => "m2.5",
475            ModelId::OpenCodeGoMinimaxM27 => "m2.7",
476            ModelId::OllamaGptOss20b => "oss",
477            ModelId::OllamaGptOss20bCloud => "oss-cloud",
478            ModelId::OllamaGptOss120bCloud => "oss-cloud",
479            ModelId::OllamaQwen317b => "oss",
480            ModelId::OllamaQwen3CoderNext => "qwen3-coder-next:cloud",
481            ModelId::OllamaDeepseekV32Cloud => "deepseek-v3.2",
482            ModelId::OllamaDeepseekV4FlashCloud => "deepseek-v4-flash",
483            ModelId::OllamaDeepseekV4ProCloud => "deepseek-v4-pro",
484            ModelId::OllamaQwen3Next80bCloud => "qwen3-next",
485            ModelId::OllamaMinimaxM2Cloud => "minimax-m2",
486            ModelId::OllamaMinimaxM27Cloud => "minimax-m2.7",
487            ModelId::OllamaGlm5Cloud => "glm-5",
488            ModelId::OllamaGlm51Cloud => "glm-5.1",
489            ModelId::OllamaMinimaxM25Cloud => "minimax-m2.5",
490            ModelId::OllamaKimiK26Cloud => "kimi-k2.6",
491            ModelId::OllamaNemotron3SuperCloud => "nemotron-3",
492            ModelId::OllamaGemini3FlashPreviewCloud => "gemini-3",
493            // MiniMax models
494            ModelId::MinimaxM27 => "M2.7",
495            ModelId::MinimaxM25 => "M2.5",
496            // Moonshot models
497            ModelId::MoonshotKimiK26 => "k2.6",
498            ModelId::MoonshotKimiK25 => "k2.5",
499            // Hugging Face generations
500            ModelId::HuggingFaceDeepseekV32 => "V3.2-Exp",
501            ModelId::HuggingFaceOpenAIGptOss20b => "oss",
502            ModelId::HuggingFaceOpenAIGptOss120b => "oss",
503            ModelId::HuggingFaceMinimaxM25Novita => "m2.5",
504            ModelId::HuggingFaceDeepseekV32Novita => "v3.2",
505            ModelId::HuggingFaceXiaomiMimoV2FlashNovita => "v2-flash",
506            ModelId::HuggingFaceGlm5Novita => "5",
507            ModelId::HuggingFaceGlm51ZaiOrg => "5.1",
508            ModelId::HuggingFaceKimiK26Novita => "k2.6",
509            ModelId::HuggingFaceDeepseekV4FlashNovita => "v4-flash",
510            ModelId::HuggingFaceDeepseekV4ProTogether => "v4-pro",
511            ModelId::HuggingFaceStep35Flash => "3.5",
512            ModelId::HuggingFaceQwen3CoderNextNovita | ModelId::OpenRouterQwen3CoderNext => {
513                "qwen3-coder-next"
514            }
515            _ => "unknown",
516        }
517    }
518
519    /// Determine if this model supports GPT-5.1+/5.2+/5.3+ shell tool type
520    pub fn supports_shell_tool(&self) -> bool {
521        matches!(
522            self,
523            ModelId::GPT55
524                | ModelId::GPT52
525                | ModelId::GPT52Codex
526                | ModelId::GPT54
527                | ModelId::GPT54Pro
528                | ModelId::GPT53Codex
529                | ModelId::GPT51Codex
530                | ModelId::GPT51CodexMax
531                | ModelId::GPT5Codex
532        )
533    }
534
535    /// Determine if this model supports optimized apply_patch tool
536    pub fn supports_apply_patch_tool(&self) -> bool {
537        false // Placeholder for future optimization
538    }
539}
vtcode_config/models/model_id/capabilities.rs

vtcode_config/models/model_id/
capabilities.rs
