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feat(routing): read DO catalog cached-input rates for the routing budget (#995)
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3 changed files with 112 additions and 16 deletions
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@ -24,7 +24,8 @@ pub struct ModelRates {
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pub input_per_million: f64,
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pub output_per_million: f64,
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/// Cached (prompt-cache read) input rate. Present when the feed publishes it
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/// (models.dev `cost.cache_read`); absent for feeds that don't (DO catalog).
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/// (models.dev `cost.cache_read`, DO catalog `cache_read_input_price_per_million`
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/// / `input_cache_read`); absent for models the feed prices without a cache SKU.
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pub cache_read_per_million: Option<f64>,
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}
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@ -268,11 +269,23 @@ struct DoModel {
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/// DigitalOcean catalog pricing. Despite the `_per_million` field names, the DO
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/// API returns these as USD **per token** (e.g. gpt-4o input `2.5e-6`), so they
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/// are scaled to per-million at ingestion to match `ModelRates`' convention.
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///
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/// The catalog publishes the cached-read rate under two names (a migration in
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/// flight): `cache_read_input_price_per_million` and `input_cache_read`. Entries
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/// may carry either or both; both are parsed and the explicit name wins.
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#[derive(serde::Deserialize)]
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struct DoPricing {
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input_price_per_million: Option<f64>,
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output_price_per_million: Option<f64>,
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cache_read_input_price_per_million: Option<f64>,
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input_cache_read: Option<f64>,
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}
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impl DoPricing {
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fn cache_read(&self) -> Option<f64> {
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self.cache_read_input_price_per_million
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.or(self.input_cache_read)
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}
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}
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#[derive(serde::Deserialize)]
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@ -359,9 +372,7 @@ fn parse_do_pricing(
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* TOKENS_PER_MILLION,
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output_per_million: pricing.output_price_per_million.unwrap_or(0.0)
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* TOKENS_PER_MILLION,
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cache_read_per_million: pricing
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.cache_read_input_price_per_million
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.map(|r| r * TOKENS_PER_MILLION),
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cache_read_per_million: pricing.cache_read().map(|r| r * TOKENS_PER_MILLION),
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};
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Some((key, rates))
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})
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@ -677,6 +688,58 @@ mod tests {
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);
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}
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#[test]
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fn test_parse_do_pricing_reads_cache_rate_from_either_field_name() {
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// Real catalog shape (Jul 2026): DO publishes the cached-read rate under
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// both `cache_read_input_price_per_million` and `input_cache_read` for
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// some models, and only one of the two for others. All variants must
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// resolve; the explicit name wins when both are present.
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let json = r#"{
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"data": [
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{
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"model_id": "kimi-k2.5",
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"pricing": {
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"input_price_per_million": 3.75e-7,
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"output_price_per_million": 2.025e-6,
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"cache_read_input_price_per_million": 2.03e-7,
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"input_cache_read": 2.03e-7
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}
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},
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{
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"model_id": "glm-5",
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"pricing": {
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"input_price_per_million": 6e-7,
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"output_price_per_million": 2.2e-6,
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"input_cache_read": 1.1e-7
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}
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},
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{
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"model_id": "legacy-model",
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"pricing": {
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"input_price_per_million": 5e-7,
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"output_price_per_million": 1e-6
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}
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}
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]
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}"#;
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let list: DoModelList = serde_json::from_str(json).unwrap();
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let rates = parse_do_pricing(list, &HashMap::new());
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// Both names present -> parsed (and scaled per-token -> per-million).
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let kimi = rates.get("kimi-k2.5").unwrap();
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assert!((kimi.input_per_million - 0.375).abs() < 1e-9);
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assert!((kimi.cache_read_per_million.unwrap() - 0.203).abs() < 1e-9);
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// Only the new `input_cache_read` name -> still parsed.
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let glm = rates.get("glm-5").unwrap();
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assert!((glm.cache_read_per_million.unwrap() - 0.11).abs() < 1e-9);
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// Neither -> None, so the budget falls back to input x cache_read_discount.
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let legacy = rates.get("legacy-model").unwrap();
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assert_eq!(legacy.cache_read_per_million, None);
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assert!((legacy.cached_input_rate(0.1) - 0.05).abs() < 1e-9);
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}
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#[test]
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fn test_parse_models_dev_pricing_composes_provider_keys() {
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let json = r#"{
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@ -34,11 +34,19 @@ Start from `[config.yaml](config.yaml)` in this folder. The parts that matter:
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```yaml
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# Per-model pricing is REQUIRED for the routing budget — the switch cost math needs
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# each model's input and cached-input rates.
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# each model's input and cached-input rates. This demo reads DigitalOcean's managed
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# pricing catalog, which publishes cached-read rates for its models. The catalog is
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# keyed by bare DO model ids, so model_aliases maps them onto the Plano model names
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# used in model_providers — without the mapping no rates match and every switch
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# decision fails open (reason="no_pricing").
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model_metrics_sources:
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- type: cost
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provider: models.dev # publishes real cache_read rates
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provider: digitalocean
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refresh_interval: 86400
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model_aliases:
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openai-gpt-4o-mini: openai/gpt-4o-mini
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openai-gpt-4o: openai/gpt-4o
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anthropic-claude-4.6-sonnet: anthropic/claude-sonnet-4-6
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prompt_caching:
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enabled: true # automatic caching + session affinity (separate concern)
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@ -50,16 +58,21 @@ routing:
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# cache_read_discount: 0.1 # fallback when a feed omits cache_read
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```
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`models.dev` works as a drop-in alternative cost source (`provider: models.dev`,
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no aliases needed — its keys already match `provider/model` routing names). The
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demo models are priced identically on both feeds, so every number in this guide
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holds either way.
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The routing budget lives under `routing` and is independent of prompt caching — it
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applies whether or not `prompt_caching.enabled` is set.
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### DigitalOcean variant
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### DigitalOcean-hosted models
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Address DO GenAI models with the `digitalocean/` prefix and point the cost feed
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at the DO catalog (or keep `models.dev`, which publishes cached-read rates the
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DO catalog doesn't):
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To route to DO GenAI models themselves (not just price from the DO catalog),
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address them with the `digitalocean/` prefix and alias the catalog keys to
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those names:
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```yaml
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model_providers:
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@ -73,11 +86,15 @@ model_metrics_sources:
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- type: cost
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provider: digitalocean # DO catalog
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refresh_interval: 86400
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model_aliases:
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anthropic-claude-4.6-sonnet: digitalocean/anthropic-claude-4.6-sonnet
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openai-gpt-4o: digitalocean/openai-gpt-4o
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```
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> The DO catalog does not publish a cached-read rate, so for DO-only setups the
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> gate falls back to `input_rate × cache_read_discount`. For exact cached rates,
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> add a `models.dev` cost source instead.
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> The DO catalog publishes cached-read rates
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> (`cache_read_input_price_per_million`), so the gate prices warm anchors at the
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> real cached rate. The `cache_read_discount` fallback only kicks in for models
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> whose catalog entry omits the field.
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---
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@ -367,7 +384,7 @@ curl -s localhost:12000/v1/chat/completions \
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| ------------------------------------------------ | ------------------------------------------------------------------------------- |
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| `routing.routing_budget.max_overhead_pct` | Switching overhead cap as a % of never-switching (higher = quality-first, more switching) |
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| `routing.routing_budget.replenish_on_rebind` | Reset the running baseline/spend totals when a cold session re-binds |
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| `routing.routing_budget.cache_read_discount` | Assumed cached rate when a feed omits `cache_read` (DO fallback) |
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| `routing.routing_budget.cache_read_discount` | Assumed cached rate for models whose feed entry omits a cached-read rate |
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| `routing.routing_budget.record_counterfactual` | Emit `plano.switch.counterfactual_route` on vetoed switches (the road not taken)|
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| `prompt_caching.session_ttl_seconds` | Session binding GC lifetime |
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| `prompt_caching.min_prefix_tokens` | Minimum stable-prefix size before markers are injected |
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@ -24,11 +24,27 @@ model_providers:
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description: generating new code snippets, functions, or boilerplate based on user prompts or requirements
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# Per-model pricing is required for the routing budget: the switch-cost
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# calculation needs each model's input and cached-input rates.
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# calculation needs each model's input and cached-input rates. This demo reads
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# DigitalOcean's managed pricing catalog, which publishes cached-read rates
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# (`cache_read_input_price_per_million` / `input_cache_read`). The catalog is
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# keyed by bare DO model ids (e.g. `openai-gpt-4o`), so model_aliases maps them
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# onto the Plano model names used in model_providers above — without the
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# mapping no rates match and every switch decision fails open (no_pricing).
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model_metrics_sources:
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- type: cost
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provider: models.dev
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provider: digitalocean
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refresh_interval: 86400
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model_aliases:
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openai-gpt-4o-mini: openai/gpt-4o-mini
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openai-gpt-4o: openai/gpt-4o
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anthropic-claude-4.6-sonnet: anthropic/claude-sonnet-4-6
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# models.dev works identically and needs no aliases (its keys already match
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# the provider/model routing names). Rates for these models are the same on
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# both feeds, so the walkthrough numbers in GUIDE.md hold either way.
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# - type: cost
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# provider: models.dev
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# refresh_interval: 86400
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# Automatic prompt caching (opt-in). Keeps a conversation pinned to the same
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# model so the upstream provider's prompt cache stays warm across turns, and
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