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::HuggingFace => "huggingface",
119        Provider::OpenCodeZen => "opencode-zen",
120        Provider::OpenCodeGo => "opencode-go",
121    }
122}
123
124fn generated_catalog_entry(provider: &str, id: &str) -> Option<ModelCatalogEntry> {
125    capability_generated::metadata_for(catalog_provider_key(provider), id).map(|entry| {
126        ModelCatalogEntry {
127            provider: entry.provider,
128            id: entry.id,
129            display_name: entry.display_name,
130            description: entry.description,
131            context_window: entry.context_window,
132            max_output_tokens: entry.max_output_tokens,
133            reasoning: entry.reasoning,
134            tool_call: entry.tool_call,
135            vision: entry.vision,
136            input_modalities: entry.input_modalities,
137            caching: entry.caching,
138            structured_output: entry.structured_output,
139            pricing: ModelPricing {
140                input: entry.pricing.input,
141                output: entry.pricing.output,
142                cache_read: entry.pricing.cache_read,
143                cache_write: entry.pricing.cache_write,
144            },
145        }
146    })
147}
148
149pub fn model_catalog_entry(provider: &str, id: &str) -> Option<ModelCatalogEntry> {
150    generated_catalog_entry(provider, id)
151}
152
153pub fn supported_models_for_provider(provider: &str) -> Option<&'static [&'static str]> {
154    capability_generated::models_for_provider(catalog_provider_key(provider))
155}
156
157pub fn catalog_provider_keys() -> &'static [&'static str] {
158    capability_generated::PROVIDERS
159}
160
161impl ModelId {
162    fn generated_capabilities(&self) -> Option<ModelCatalogEntry> {
163        generated_catalog_entry(capability_provider_key(self.provider()), self.as_str())
164    }
165
166    /// Preferred built-in lightweight sibling or lower-tier fallback for this model.
167    pub fn preferred_lightweight_variant(&self) -> Option<Self> {
168        match self {
169            ModelId::Gemini31ProPreview | ModelId::Gemini31ProPreviewCustomTools => {
170                Some(ModelId::Gemini31FlashLitePreview)
171            }
172            ModelId::GPT54 | ModelId::GPT54Pro => Some(ModelId::GPT54Mini),
173            ModelId::OpenCodeZenGPT54 => Some(ModelId::OpenCodeZenGPT54Mini),
174            ModelId::GPT52
175            | ModelId::GPT52Codex
176            | ModelId::GPT53Codex
177            | ModelId::GPT51Codex
178            | ModelId::GPT51CodexMax
179            | ModelId::GPT5
180            | ModelId::GPT5Codex => Some(ModelId::GPT5Mini),
181            ModelId::ClaudeOpus47
182            | ModelId::ClaudeOpus46
183            | ModelId::ClaudeSonnet46
184            | ModelId::ClaudeMythosPreview => Some(ModelId::ClaudeHaiku45),
185            ModelId::CopilotGPT54 => Some(ModelId::CopilotGPT54Mini),
186            ModelId::CopilotGPT52Codex | ModelId::CopilotGPT51CodexMax => {
187                Some(ModelId::CopilotGPT54Mini)
188            }
189            ModelId::DeepSeekReasoner => Some(ModelId::DeepSeekChat),
190            ModelId::ZaiGlm51 => Some(ModelId::ZaiGlm5),
191            ModelId::MinimaxM27 => Some(ModelId::MinimaxM25),
192            ModelId::OpenCodeGoMinimaxM27 => Some(ModelId::OpenCodeGoMinimaxM25),
193            _ => None,
194        }
195    }
196
197    /// Attempt to find a non-reasoning variant for this model.
198    pub fn non_reasoning_variant(&self) -> Option<Self> {
199        if let Some(meta) = self.openrouter_metadata() {
200            if !meta.reasoning {
201                return None;
202            }
203
204            let vendor = meta.vendor;
205            let mut candidates: Vec<Self> = Self::openrouter_vendor_groups()
206                .into_iter()
207                .find(|(candidate_vendor, _)| *candidate_vendor == vendor)
208                .map(|(_, models)| {
209                    models
210                        .iter()
211                        .copied()
212                        .filter(|candidate| candidate != self)
213                        .filter(|candidate| {
214                            candidate
215                                .openrouter_metadata()
216                                .map(|other| !other.reasoning)
217                                .unwrap_or(false)
218                        })
219                        .collect()
220                })
221                .unwrap_or_default();
222
223            if candidates.is_empty() {
224                return None;
225            }
226
227            candidates.sort_by_key(|candidate| {
228                candidate
229                    .openrouter_metadata()
230                    .map(|data| (!data.efficient, data.display))
231                    .unwrap_or((true, ""))
232            });
233
234            return candidates.into_iter().next();
235        }
236
237        let direct = match self {
238            ModelId::Gemini31ProPreview
239            | ModelId::Gemini31ProPreviewCustomTools
240            | ModelId::Gemini31FlashLitePreview => Some(ModelId::Gemini3FlashPreview),
241            ModelId::GPT52
242            | ModelId::GPT54
243            | ModelId::GPT54Pro
244            | ModelId::GPT54Nano
245            | ModelId::GPT54Mini
246            | ModelId::GPT5 => Some(ModelId::GPT5Mini),
247            ModelId::OpenCodeZenGPT54 => Some(ModelId::OpenCodeZenGPT54Mini),
248            ModelId::CopilotGPT52Codex | ModelId::CopilotGPT54 => Some(ModelId::CopilotGPT54Mini),
249            ModelId::DeepSeekReasoner => Some(ModelId::DeepSeekChat),
250            ModelId::ZaiGlm5 | ModelId::ZaiGlm51 => Some(ModelId::OllamaGlm5Cloud),
251            ModelId::ClaudeOpus47
252            | ModelId::ClaudeOpus46
253            | ModelId::ClaudeSonnet46
254            | ModelId::ClaudeMythosPreview => Some(ModelId::ClaudeSonnet46),
255            ModelId::OpenCodeGoMinimaxM27 => Some(ModelId::OpenCodeGoMinimaxM25),
256            ModelId::MinimaxM27 | ModelId::MinimaxM25 => None,
257            _ => None,
258        };
259
260        direct.and_then(|candidate| {
261            if candidate.supports_reasoning_effort() {
262                None
263            } else {
264                Some(candidate)
265            }
266        })
267    }
268
269    /// Check if this is a "flash" variant (optimized for speed)
270    pub fn is_flash_variant(&self) -> bool {
271        matches!(
272            self,
273            ModelId::Gemini3FlashPreview
274                | ModelId::Gemini31FlashLitePreview
275                | ModelId::OpenRouterStepfunStep35FlashFree
276                | ModelId::OpenRouterNvidiaNemotron3Super120bA12bFree
277                | ModelId::OllamaGemini3FlashPreviewCloud
278                | ModelId::HuggingFaceStep35Flash
279        )
280    }
281
282    /// Check if this is a "pro" variant (optimized for capability)
283    pub fn is_pro_variant(&self) -> bool {
284        matches!(
285            self,
286            ModelId::Gemini31ProPreview
287                | ModelId::Gemini31ProPreviewCustomTools
288                | ModelId::OpenRouterGoogleGemini31ProPreview
289                | ModelId::GPT5
290                | ModelId::GPT52
291                | ModelId::GPT52Codex
292                | ModelId::GPT54
293                | ModelId::GPT54Pro
294                | ModelId::GPT53Codex
295                | ModelId::GPT51Codex
296                | ModelId::GPT51CodexMax
297                | ModelId::CopilotGPT52Codex
298                | ModelId::CopilotGPT51CodexMax
299                | ModelId::CopilotGPT54
300                | ModelId::CopilotClaudeSonnet46
301                | ModelId::GPT5Codex
302                | ModelId::ClaudeOpus47
303                | ModelId::ClaudeOpus46
304                | ModelId::ClaudeSonnet46
305                | ModelId::ClaudeMythosPreview
306                | ModelId::OpenCodeZenGPT54
307                | ModelId::OpenCodeZenClaudeSonnet46
308                | ModelId::OpenCodeZenGlm51
309                | ModelId::OpenCodeZenKimiK25
310                | ModelId::OpenCodeGoGlm51
311                | ModelId::OpenCodeGoKimiK25
312                | ModelId::OpenCodeGoMinimaxM27
313                | ModelId::DeepSeekReasoner
314                | ModelId::ZaiGlm5
315                | ModelId::ZaiGlm51
316                | ModelId::OpenRouterStepfunStep35FlashFree
317                | ModelId::OpenRouterNvidiaNemotron3Super120bA12bFree
318                | ModelId::MinimaxM27
319                | ModelId::MinimaxM25
320                | ModelId::OpenCodeGoMinimaxM25
321                | ModelId::OllamaGlm5Cloud
322                | ModelId::OllamaGlm51Cloud
323                | ModelId::OllamaNemotron3SuperCloud
324                | ModelId::OllamaMinimaxM25Cloud
325                | ModelId::HuggingFaceQwen3CoderNextNovita
326                | ModelId::HuggingFaceQwen35397BA17BTogether
327                | ModelId::OpenRouterMoonshotaiKimiK26
328        )
329    }
330
331    /// Check if this is an optimized/efficient variant
332    pub fn is_efficient_variant(&self) -> bool {
333        if let Some(meta) = self.openrouter_metadata() {
334            return meta.efficient;
335        }
336        matches!(
337            self,
338            ModelId::Gemini3FlashPreview
339                | ModelId::Gemini31FlashLitePreview
340                | ModelId::GPT5Mini
341                | ModelId::GPT5Nano
342                | ModelId::CopilotGPT54Mini
343                | ModelId::ClaudeHaiku45
344                | ModelId::OpenCodeZenGPT54Mini
345                | ModelId::OpenCodeGoMinimaxM25
346                | ModelId::DeepSeekChat
347                | ModelId::HuggingFaceStep35Flash
348        )
349    }
350
351    /// Check if this is a top-tier model
352    pub fn is_top_tier(&self) -> bool {
353        if let Some(meta) = self.openrouter_metadata() {
354            return meta.top_tier;
355        }
356        matches!(
357            self,
358            ModelId::Gemini31ProPreview
359                | ModelId::Gemini31ProPreviewCustomTools
360                | ModelId::OpenRouterGoogleGemini31ProPreview
361                | ModelId::Gemini3FlashPreview
362                | ModelId::Gemini31FlashLitePreview
363                | ModelId::GPT5
364                | ModelId::GPT52
365                | ModelId::GPT52Codex
366                | ModelId::GPT54
367                | ModelId::GPT54Pro
368                | ModelId::GPT53Codex
369                | ModelId::GPT51Codex
370                | ModelId::GPT51CodexMax
371                | ModelId::GPT5Codex
372                | ModelId::ClaudeOpus47
373                | ModelId::ClaudeOpus46
374                | ModelId::ClaudeSonnet46
375                | ModelId::ClaudeMythosPreview
376                | ModelId::OpenCodeZenGPT54
377                | ModelId::OpenCodeZenClaudeSonnet46
378                | ModelId::OpenCodeZenGlm51
379                | ModelId::OpenCodeZenKimiK25
380                | ModelId::OpenCodeGoGlm51
381                | ModelId::OpenCodeGoKimiK25
382                | ModelId::OpenCodeGoMinimaxM27
383                | ModelId::DeepSeekReasoner
384                | ModelId::ZaiGlm5
385                | ModelId::ZaiGlm51
386                | ModelId::OpenRouterStepfunStep35FlashFree
387                | ModelId::HuggingFaceQwen3CoderNextNovita
388                | ModelId::HuggingFaceQwen35397BA17BTogether
389                | ModelId::OpenRouterMoonshotaiKimiK26
390        )
391    }
392
393    /// Determine whether the model is a reasoning-capable variant
394    pub fn is_reasoning_variant(&self) -> bool {
395        if let Some(meta) = self.openrouter_metadata() {
396            return meta.reasoning;
397        }
398        self.provider().supports_reasoning_effort(self.as_str())
399    }
400
401    /// Determine whether the model supports tool calls/function execution
402    pub fn supports_tool_calls(&self) -> bool {
403        if let Some(meta) = self.generated_capabilities() {
404            return meta.tool_call;
405        }
406        if let Some(meta) = self.openrouter_metadata() {
407            return meta.tool_call;
408        }
409        true
410    }
411
412    /// Ordered list of supported input modalities when VT Code has metadata for this model.
413    pub fn input_modalities(&self) -> &'static [&'static str] {
414        self.generated_capabilities()
415            .map(|meta| meta.input_modalities)
416            .unwrap_or(&[])
417    }
418
419    /// Get the generation/version string for this model
420    pub fn generation(&self) -> &'static str {
421        if let Some(meta) = self.openrouter_metadata() {
422            return meta.generation;
423        }
424        match self {
425            // Gemini generations
426            ModelId::Gemini31ProPreview | ModelId::Gemini31ProPreviewCustomTools => "3.1",
427            ModelId::Gemini31FlashLitePreview => "3.1-lite",
428            ModelId::Gemini3FlashPreview => "3",
429            // OpenAI generations
430            ModelId::GPT52 | ModelId::GPT52Codex => "5.2",
431            ModelId::GPT54 | ModelId::GPT54Pro | ModelId::GPT54Nano | ModelId::GPT54Mini => "5.4",
432            ModelId::GPT53Codex => "5.3",
433            ModelId::GPT51Codex | ModelId::GPT51CodexMax => "5.1",
434            ModelId::GPT5
435            | ModelId::GPT5Codex
436            | ModelId::GPT5Mini
437            | ModelId::GPT5Nano
438            | ModelId::OpenAIGptOss20b
439            | ModelId::OpenAIGptOss120b => "5",
440            // Anthropic generations
441            ModelId::ClaudeOpus47 => "4.7",
442            ModelId::ClaudeOpus46 => "4.6",
443            ModelId::ClaudeSonnet46 => "4.6",
444            ModelId::ClaudeHaiku45 => "4.5",
445            ModelId::ClaudeMythosPreview => "preview",
446            // DeepSeek generations
447            ModelId::DeepSeekChat | ModelId::DeepSeekReasoner => "V3.2-Exp",
448            // Z.AI generations
449            ModelId::ZaiGlm5 => "5",
450            ModelId::ZaiGlm51 => "5.1",
451            ModelId::OpenCodeZenGPT54 | ModelId::OpenCodeZenGPT54Mini => "5.4",
452            ModelId::OpenCodeZenClaudeSonnet46 => "4.6",
453            ModelId::OpenCodeZenGlm51 | ModelId::OpenCodeGoGlm51 => "5.1",
454            ModelId::OpenCodeZenKimiK25 | ModelId::OpenCodeGoKimiK25 => "k2.5",
455            ModelId::OpenCodeGoMinimaxM25 => "m2.5",
456            ModelId::OpenCodeGoMinimaxM27 => "m2.7",
457            ModelId::OllamaGptOss20b => "oss",
458            ModelId::OllamaGptOss20bCloud => "oss-cloud",
459            ModelId::OllamaGptOss120bCloud => "oss-cloud",
460            ModelId::OllamaQwen317b => "oss",
461            ModelId::OllamaQwen3CoderNext => "qwen3-coder-next:cloud",
462            ModelId::OllamaDeepseekV32Cloud => "deepseek-v3.2",
463            ModelId::OllamaQwen3Next80bCloud => "qwen3-next",
464            ModelId::OllamaMinimaxM2Cloud => "minimax-m2",
465            ModelId::OllamaMinimaxM27Cloud => "minimax-m2.7",
466            ModelId::OllamaGlm5Cloud => "glm-5",
467            ModelId::OllamaGlm51Cloud => "glm-5.1",
468            ModelId::OllamaMinimaxM25Cloud => "minimax-m2.5",
469            ModelId::OllamaKimiK26Cloud => "kimi-k2.6",
470            ModelId::OllamaNemotron3SuperCloud => "nemotron-3",
471            ModelId::OllamaGemini3FlashPreviewCloud => "gemini-3",
472            // MiniMax models
473            ModelId::MinimaxM27 => "M2.7",
474            ModelId::MinimaxM25 => "M2.5",
475            // Moonshot models
476            ModelId::MoonshotKimiK26 => "k2.6",
477            ModelId::MoonshotKimiK25 => "k2.5",
478            // Hugging Face generations
479            ModelId::HuggingFaceDeepseekV32 => "V3.2-Exp",
480            ModelId::HuggingFaceOpenAIGptOss20b => "oss",
481            ModelId::HuggingFaceOpenAIGptOss120b => "oss",
482            ModelId::HuggingFaceMinimaxM25Novita => "m2.5",
483            ModelId::HuggingFaceDeepseekV32Novita => "v3.2",
484            ModelId::HuggingFaceXiaomiMimoV2FlashNovita => "v2-flash",
485            ModelId::HuggingFaceGlm5Novita => "5",
486            ModelId::HuggingFaceGlm51ZaiOrg => "5.1",
487            ModelId::HuggingFaceKimiK26Novita => "k2.6",
488            ModelId::HuggingFaceStep35Flash => "3.5",
489            ModelId::HuggingFaceQwen3CoderNextNovita | ModelId::OpenRouterQwen3CoderNext => {
490                "qwen3-coder-next"
491            }
492            _ => "unknown",
493        }
494    }
495
496    /// Determine if this model supports GPT-5.1+/5.2+/5.3+ shell tool type
497    pub fn supports_shell_tool(&self) -> bool {
498        matches!(
499            self,
500            ModelId::GPT52
501                | ModelId::GPT52Codex
502                | ModelId::GPT54
503                | ModelId::GPT54Pro
504                | ModelId::GPT53Codex
505                | ModelId::GPT51Codex
506                | ModelId::GPT51CodexMax
507                | ModelId::GPT5Codex
508        )
509    }
510
511    /// Determine if this model supports optimized apply_patch tool
512    pub fn supports_apply_patch_tool(&self) -> bool {
513        false // Placeholder for future optimization
514    }
515}
vtcode_config/models/model_id/capabilities.rs

vtcode_config/models/model_id/
capabilities.rs
