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::GPT55 | 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::DeepSeekV4Pro => Some(ModelId::DeepSeekV4Flash),
190            ModelId::HuggingFaceDeepseekV4ProTogether => {
191                Some(ModelId::HuggingFaceDeepseekV4FlashNovita)
192            }
193            ModelId::OllamaDeepseekV4ProCloud => Some(ModelId::OllamaDeepseekV4FlashCloud),
194            ModelId::ZaiGlm51 => Some(ModelId::ZaiGlm5),
195            ModelId::MinimaxM27 => Some(ModelId::MinimaxM25),
196            ModelId::OpenCodeGoMinimaxM27 => Some(ModelId::OpenCodeGoMinimaxM25),
197            _ => None,
198        }
199    }
200
201    /// Attempt to find a non-reasoning variant for this model.
202    pub fn non_reasoning_variant(&self) -> Option<Self> {
203        if let Some(meta) = self.openrouter_metadata() {
204            if !meta.reasoning {
205                return None;
206            }
207
208            let vendor = meta.vendor;
209            let mut candidates: Vec<Self> = Self::openrouter_vendor_groups()
210                .into_iter()
211                .find(|(candidate_vendor, _)| *candidate_vendor == vendor)
212                .map(|(_, models)| {
213                    models
214                        .iter()
215                        .copied()
216                        .filter(|candidate| candidate != self)
217                        .filter(|candidate| {
218                            candidate
219                                .openrouter_metadata()
220                                .map(|other| !other.reasoning)
221                                .unwrap_or(false)
222                        })
223                        .collect()
224                })
225                .unwrap_or_default();
226
227            if candidates.is_empty() {
228                return None;
229            }
230
231            candidates.sort_by_key(|candidate| {
232                candidate
233                    .openrouter_metadata()
234                    .map(|data| (!data.efficient, data.display))
235                    .unwrap_or((true, ""))
236            });
237
238            return candidates.into_iter().next();
239        }
240
241        let direct = match self {
242            ModelId::Gemini31ProPreview
243            | ModelId::Gemini31ProPreviewCustomTools
244            | ModelId::Gemini31FlashLitePreview => Some(ModelId::Gemini3FlashPreview),
245            ModelId::GPT55
246            | ModelId::GPT52
247            | ModelId::GPT54
248            | ModelId::GPT54Pro
249            | ModelId::GPT54Nano
250            | ModelId::GPT54Mini
251            | ModelId::GPT5 => Some(ModelId::GPT5Mini),
252            ModelId::OpenCodeZenGPT54 => Some(ModelId::OpenCodeZenGPT54Mini),
253            ModelId::CopilotGPT52Codex | ModelId::CopilotGPT54 => Some(ModelId::CopilotGPT54Mini),
254            ModelId::DeepSeekV4Pro => Some(ModelId::DeepSeekV4Flash),
255            ModelId::HuggingFaceDeepseekV4ProTogether => {
256                Some(ModelId::HuggingFaceDeepseekV4FlashNovita)
257            }
258            ModelId::OllamaDeepseekV4ProCloud => Some(ModelId::OllamaDeepseekV4FlashCloud),
259            ModelId::ZaiGlm5 | ModelId::ZaiGlm51 => Some(ModelId::OllamaGlm5Cloud),
260            ModelId::ClaudeOpus47
261            | ModelId::ClaudeOpus46
262            | ModelId::ClaudeSonnet46
263            | ModelId::ClaudeMythosPreview => Some(ModelId::ClaudeSonnet46),
264            ModelId::OpenCodeGoMinimaxM27 => Some(ModelId::OpenCodeGoMinimaxM25),
265            ModelId::MinimaxM27 | ModelId::MinimaxM25 => None,
266            _ => None,
267        };
268
269        direct.and_then(|candidate| {
270            if candidate.supports_reasoning_effort() {
271                None
272            } else {
273                Some(candidate)
274            }
275        })
276    }
277
278    /// Check if this is a "flash" variant (optimized for speed)
279    pub fn is_flash_variant(&self) -> bool {
280        matches!(
281            self,
282            ModelId::Gemini3FlashPreview
283                | ModelId::Gemini31FlashLitePreview
284                | ModelId::OpenRouterStepfunStep35FlashFree
285                | ModelId::OpenRouterNvidiaNemotron3Super120bA12bFree
286                | ModelId::OllamaGemini3FlashPreviewCloud
287                | ModelId::HuggingFaceStep35Flash
288                | ModelId::HuggingFaceDeepseekV4FlashNovita
289        )
290    }
291
292    /// Check if this is a "pro" variant (optimized for capability)
293    pub fn is_pro_variant(&self) -> bool {
294        matches!(
295            self,
296            ModelId::Gemini31ProPreview
297                | ModelId::Gemini31ProPreviewCustomTools
298                | ModelId::OpenRouterGoogleGemini31ProPreview
299                | ModelId::GPT55
300                | ModelId::GPT5
301                | ModelId::GPT52
302                | ModelId::GPT52Codex
303                | ModelId::GPT54
304                | ModelId::GPT54Pro
305                | ModelId::GPT53Codex
306                | ModelId::GPT51Codex
307                | ModelId::GPT51CodexMax
308                | ModelId::CopilotGPT52Codex
309                | ModelId::CopilotGPT51CodexMax
310                | ModelId::CopilotGPT54
311                | ModelId::CopilotClaudeSonnet46
312                | ModelId::GPT5Codex
313                | ModelId::ClaudeOpus47
314                | ModelId::ClaudeOpus46
315                | ModelId::ClaudeSonnet46
316                | ModelId::ClaudeMythosPreview
317                | ModelId::OpenCodeZenGPT54
318                | ModelId::OpenCodeZenClaudeSonnet46
319                | ModelId::OpenCodeZenGlm51
320                | ModelId::OpenCodeZenKimiK25
321                | ModelId::OpenCodeGoGlm51
322                | ModelId::OpenCodeGoKimiK25
323                | ModelId::OpenCodeGoMinimaxM27
324                | ModelId::DeepSeekV4Pro
325                | ModelId::ZaiGlm5
326                | ModelId::ZaiGlm51
327                | ModelId::OpenRouterStepfunStep35FlashFree
328                | ModelId::OpenRouterNvidiaNemotron3Super120bA12bFree
329                | ModelId::MinimaxM27
330                | ModelId::MinimaxM25
331                | ModelId::OpenCodeGoMinimaxM25
332                | ModelId::OllamaGlm5Cloud
333                | ModelId::OllamaGlm51Cloud
334                | ModelId::OllamaNemotron3SuperCloud
335                | ModelId::OllamaMinimaxM25Cloud
336                | ModelId::HuggingFaceQwen3CoderNextNovita
337                | ModelId::HuggingFaceQwen35397BA17BTogether
338                | ModelId::HuggingFaceDeepseekV4ProTogether
339                | ModelId::OpenRouterMoonshotaiKimiK26
340        )
341    }
342
343    /// Check if this is an optimized/efficient variant
344    pub fn is_efficient_variant(&self) -> bool {
345        if let Some(meta) = self.openrouter_metadata() {
346            return meta.efficient;
347        }
348        matches!(
349            self,
350            ModelId::Gemini3FlashPreview
351                | ModelId::Gemini31FlashLitePreview
352                | ModelId::GPT5Mini
353                | ModelId::GPT5Nano
354                | ModelId::CopilotGPT54Mini
355                | ModelId::ClaudeHaiku45
356                | ModelId::OpenCodeZenGPT54Mini
357                | ModelId::OpenCodeGoMinimaxM25
358                | ModelId::DeepSeekV4Flash
359                | ModelId::HuggingFaceStep35Flash
360                | ModelId::HuggingFaceDeepseekV4FlashNovita
361        )
362    }
363
364    /// Check if this is a top-tier model
365    pub fn is_top_tier(&self) -> bool {
366        if let Some(meta) = self.openrouter_metadata() {
367            return meta.top_tier;
368        }
369        matches!(
370            self,
371            ModelId::Gemini31ProPreview
372                | ModelId::Gemini31ProPreviewCustomTools
373                | ModelId::OpenRouterGoogleGemini31ProPreview
374                | ModelId::Gemini3FlashPreview
375                | ModelId::Gemini31FlashLitePreview
376                | ModelId::GPT55
377                | ModelId::GPT5
378                | ModelId::GPT52
379                | ModelId::GPT52Codex
380                | ModelId::GPT54
381                | ModelId::GPT54Pro
382                | ModelId::GPT53Codex
383                | ModelId::GPT51Codex
384                | ModelId::GPT51CodexMax
385                | ModelId::GPT5Codex
386                | ModelId::ClaudeOpus47
387                | ModelId::ClaudeOpus46
388                | ModelId::ClaudeSonnet46
389                | ModelId::ClaudeMythosPreview
390                | ModelId::OpenCodeZenGPT54
391                | ModelId::OpenCodeZenClaudeSonnet46
392                | ModelId::OpenCodeZenGlm51
393                | ModelId::OpenCodeZenKimiK25
394                | ModelId::OpenCodeGoGlm51
395                | ModelId::OpenCodeGoKimiK25
396                | ModelId::OpenCodeGoMinimaxM27
397                | ModelId::DeepSeekV4Pro
398                | ModelId::ZaiGlm5
399                | ModelId::ZaiGlm51
400                | ModelId::OpenRouterStepfunStep35FlashFree
401                | ModelId::HuggingFaceQwen3CoderNextNovita
402                | ModelId::HuggingFaceQwen35397BA17BTogether
403                | ModelId::HuggingFaceDeepseekV4FlashNovita
404                | ModelId::HuggingFaceDeepseekV4ProTogether
405                | ModelId::OpenRouterMoonshotaiKimiK26
406        )
407    }
408
409    /// Determine whether the model is a reasoning-capable variant
410    pub fn is_reasoning_variant(&self) -> bool {
411        if let Some(meta) = self.openrouter_metadata() {
412            return meta.reasoning;
413        }
414        self.provider().supports_reasoning_effort(self.as_str())
415    }
416
417    /// Determine whether the model supports tool calls/function execution
418    pub fn supports_tool_calls(&self) -> bool {
419        if let Some(meta) = self.generated_capabilities() {
420            return meta.tool_call;
421        }
422        if let Some(meta) = self.openrouter_metadata() {
423            return meta.tool_call;
424        }
425        true
426    }
427
428    /// Ordered list of supported input modalities when VT Code has metadata for this model.
429    pub fn input_modalities(&self) -> &'static [&'static str] {
430        self.generated_capabilities()
431            .map(|meta| meta.input_modalities)
432            .unwrap_or(&[])
433    }
434
435    /// Get the generation/version string for this model
436    pub fn generation(&self) -> &'static str {
437        if let Some(meta) = self.openrouter_metadata() {
438            return meta.generation;
439        }
440        match self {
441            // Gemini generations
442            ModelId::Gemini31ProPreview | ModelId::Gemini31ProPreviewCustomTools => "3.1",
443            ModelId::Gemini31FlashLitePreview => "3.1-lite",
444            ModelId::Gemini3FlashPreview => "3",
445            // OpenAI generations
446            ModelId::GPT55 => "5.5",
447            ModelId::GPT52 | ModelId::GPT52Codex => "5.2",
448            ModelId::GPT54 | ModelId::GPT54Pro | ModelId::GPT54Nano | ModelId::GPT54Mini => "5.4",
449            ModelId::GPT53Codex => "5.3",
450            ModelId::GPT51Codex | ModelId::GPT51CodexMax => "5.1",
451            ModelId::GPT5
452            | ModelId::GPT5Codex
453            | ModelId::GPT5Mini
454            | ModelId::GPT5Nano
455            | ModelId::OpenAIGptOss20b
456            | ModelId::OpenAIGptOss120b => "5",
457            // Anthropic generations
458            ModelId::ClaudeOpus47 => "4.7",
459            ModelId::ClaudeOpus46 => "4.6",
460            ModelId::ClaudeSonnet46 => "4.6",
461            ModelId::ClaudeHaiku45 => "4.5",
462            ModelId::ClaudeMythosPreview => "preview",
463            // DeepSeek generations
464            ModelId::DeepSeekV4Pro | ModelId::DeepSeekV4Flash => "4",
465            // Z.AI generations
466            ModelId::ZaiGlm5 => "5",
467            ModelId::ZaiGlm51 => "5.1",
468            ModelId::OpenCodeZenGPT54 | ModelId::OpenCodeZenGPT54Mini => "5.4",
469            ModelId::OpenCodeZenClaudeSonnet46 => "4.6",
470            ModelId::OpenCodeZenGlm51 | ModelId::OpenCodeGoGlm51 => "5.1",
471            ModelId::OpenCodeZenKimiK25 | ModelId::OpenCodeGoKimiK25 => "k2.5",
472            ModelId::OpenCodeGoMinimaxM25 => "m2.5",
473            ModelId::OpenCodeGoMinimaxM27 => "m2.7",
474            ModelId::OllamaGptOss20b => "oss",
475            ModelId::OllamaGptOss20bCloud => "oss-cloud",
476            ModelId::OllamaGptOss120bCloud => "oss-cloud",
477            ModelId::OllamaQwen317b => "oss",
478            ModelId::OllamaQwen3CoderNext => "qwen3-coder-next:cloud",
479            ModelId::OllamaDeepseekV32Cloud => "deepseek-v3.2",
480            ModelId::OllamaDeepseekV4FlashCloud => "deepseek-v4-flash",
481            ModelId::OllamaDeepseekV4ProCloud => "deepseek-v4-pro",
482            ModelId::OllamaQwen3Next80bCloud => "qwen3-next",
483            ModelId::OllamaMinimaxM2Cloud => "minimax-m2",
484            ModelId::OllamaMinimaxM27Cloud => "minimax-m2.7",
485            ModelId::OllamaGlm5Cloud => "glm-5",
486            ModelId::OllamaGlm51Cloud => "glm-5.1",
487            ModelId::OllamaMinimaxM25Cloud => "minimax-m2.5",
488            ModelId::OllamaKimiK26Cloud => "kimi-k2.6",
489            ModelId::OllamaNemotron3SuperCloud => "nemotron-3",
490            ModelId::OllamaGemini3FlashPreviewCloud => "gemini-3",
491            // MiniMax models
492            ModelId::MinimaxM27 => "M2.7",
493            ModelId::MinimaxM25 => "M2.5",
494            // Moonshot models
495            ModelId::MoonshotKimiK26 => "k2.6",
496            ModelId::MoonshotKimiK25 => "k2.5",
497            // Hugging Face generations
498            ModelId::HuggingFaceDeepseekV32 => "V3.2-Exp",
499            ModelId::HuggingFaceOpenAIGptOss20b => "oss",
500            ModelId::HuggingFaceOpenAIGptOss120b => "oss",
501            ModelId::HuggingFaceMinimaxM25Novita => "m2.5",
502            ModelId::HuggingFaceDeepseekV32Novita => "v3.2",
503            ModelId::HuggingFaceXiaomiMimoV2FlashNovita => "v2-flash",
504            ModelId::HuggingFaceGlm5Novita => "5",
505            ModelId::HuggingFaceGlm51ZaiOrg => "5.1",
506            ModelId::HuggingFaceKimiK26Novita => "k2.6",
507            ModelId::HuggingFaceDeepseekV4FlashNovita => "v4-flash",
508            ModelId::HuggingFaceDeepseekV4ProTogether => "v4-pro",
509            ModelId::HuggingFaceStep35Flash => "3.5",
510            ModelId::HuggingFaceQwen3CoderNextNovita | ModelId::OpenRouterQwen3CoderNext => {
511                "qwen3-coder-next"
512            }
513            _ => "unknown",
514        }
515    }
516
517    /// Determine if this model supports GPT-5.1+/5.2+/5.3+ shell tool type
518    pub fn supports_shell_tool(&self) -> bool {
519        matches!(
520            self,
521            ModelId::GPT55
522                | ModelId::GPT52
523                | ModelId::GPT52Codex
524                | ModelId::GPT54
525                | ModelId::GPT54Pro
526                | ModelId::GPT53Codex
527                | ModelId::GPT51Codex
528                | ModelId::GPT51CodexMax
529                | ModelId::GPT5Codex
530        )
531    }
532
533    /// Determine if this model supports optimized apply_patch tool
534    pub fn supports_apply_patch_tool(&self) -> bool {
535        false // Placeholder for future optimization
536    }
537}
vtcode_config/models/model_id/capabilities.rs

vtcode_config/models/model_id/
capabilities.rs
