| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250 |
- import * as fs from "node:fs/promises"
- import * as path from "node:path"
- const RECORDINGS_DIR = path.resolve(import.meta.dir, "..", "test", "fixtures", "recordings")
- const MODELS_DEV_URL = "https://models.dev/api.json"
- type JsonRecord = Record<string, unknown>
- type Pricing = {
- readonly input?: number
- readonly output?: number
- readonly cache_read?: number
- readonly cache_write?: number
- readonly reasoning?: number
- }
- type Usage = {
- readonly inputTokens: number
- readonly outputTokens: number
- readonly cacheReadTokens: number
- readonly cacheWriteTokens: number
- readonly reasoningTokens: number
- readonly reportedCost: number
- }
- type Row = Usage & {
- readonly cassette: string
- readonly provider: string
- readonly model: string
- readonly estimatedCost: number
- readonly pricingSource: string
- }
- const isRecord = (value: unknown): value is JsonRecord =>
- value !== null && typeof value === "object" && !Array.isArray(value)
- const asNumber = (value: unknown) => (typeof value === "number" && Number.isFinite(value) ? value : 0)
- const asString = (value: unknown) => (typeof value === "string" ? value : undefined)
- const readJson = async (file: string) => JSON.parse(await Bun.file(file).text()) as unknown
- const walk = async (dir: string): Promise<ReadonlyArray<string>> =>
- (await fs.readdir(dir, { withFileTypes: true }))
- .flatMap((entry) => {
- const file = path.join(dir, entry.name)
- return entry.isDirectory() ? [] : [file]
- })
- .concat(
- ...(await Promise.all(
- (await fs.readdir(dir, { withFileTypes: true }))
- .filter((entry) => entry.isDirectory())
- .map((entry) => walk(path.join(dir, entry.name))),
- )),
- )
- const providerFromUrl = (url: string) => {
- if (url.includes("api.openai.com")) return "openai"
- if (url.includes("api.anthropic.com")) return "anthropic"
- if (url.includes("generativelanguage.googleapis.com")) return "google"
- if (url.includes("bedrock")) return "amazon-bedrock"
- if (url.includes("openrouter.ai")) return "openrouter"
- if (url.includes("api.x.ai")) return "xai"
- if (url.includes("api.groq.com")) return "groq"
- if (url.includes("api.deepseek.com")) return "deepseek"
- if (url.includes("api.together.xyz")) return "togetherai"
- return "unknown"
- }
- const providerAliases: Record<string, ReadonlyArray<string>> = {
- openai: ["openai"],
- anthropic: ["anthropic"],
- google: ["google"],
- "amazon-bedrock": ["amazon-bedrock"],
- openrouter: ["openrouter", "openai", "anthropic", "google"],
- xai: ["xai"],
- groq: ["groq"],
- deepseek: ["deepseek"],
- togetherai: ["togetherai"],
- }
- const modelAliases = (model: string) => [
- model,
- model.replace(/^models\//, ""),
- model.replace(/-\d{8}$/, ""),
- model.replace(/-\d{4}-\d{2}-\d{2}$/, ""),
- model.replace(/-\d{4}-\d{2}-\d{2}$/, "").replace(/-\d{8}$/, ""),
- model.replace(/^openai\//, ""),
- model.replace(/^anthropic\//, ""),
- model.replace(/^google\//, ""),
- ]
- const pricingFor = (models: JsonRecord, provider: string, model: string) => {
- for (const providerID of providerAliases[provider] ?? [provider]) {
- const providerEntry = models[providerID]
- if (!isRecord(providerEntry) || !isRecord(providerEntry.models)) continue
- for (const modelID of modelAliases(model)) {
- const modelEntry = providerEntry.models[modelID]
- if (isRecord(modelEntry) && isRecord(modelEntry.cost))
- return { pricing: modelEntry.cost as Pricing, source: `${providerID}/${modelID}` }
- }
- }
- return { pricing: undefined, source: "missing" }
- }
- const estimateCost = (usage: Usage, pricing: Pricing | undefined) => {
- if (!pricing) return 0
- return (
- (usage.inputTokens * (pricing.input ?? 0) +
- usage.outputTokens * (pricing.output ?? 0) +
- usage.cacheReadTokens * (pricing.cache_read ?? 0) +
- usage.cacheWriteTokens * (pricing.cache_write ?? 0) +
- usage.reasoningTokens * (pricing.reasoning ?? 0)) /
- 1_000_000
- )
- }
- const emptyUsage = (): Usage => ({
- inputTokens: 0,
- outputTokens: 0,
- cacheReadTokens: 0,
- cacheWriteTokens: 0,
- reasoningTokens: 0,
- reportedCost: 0,
- })
- const addUsage = (a: Usage, b: Usage): Usage => ({
- inputTokens: a.inputTokens + b.inputTokens,
- outputTokens: a.outputTokens + b.outputTokens,
- cacheReadTokens: a.cacheReadTokens + b.cacheReadTokens,
- cacheWriteTokens: a.cacheWriteTokens + b.cacheWriteTokens,
- reasoningTokens: a.reasoningTokens + b.reasoningTokens,
- reportedCost: a.reportedCost + b.reportedCost,
- })
- const usageFromObject = (usage: unknown): Usage => {
- if (!isRecord(usage)) return emptyUsage()
- const promptDetails = isRecord(usage.prompt_tokens_details) ? usage.prompt_tokens_details : {}
- const completionDetails = isRecord(usage.completion_tokens_details) ? usage.completion_tokens_details : {}
- const inputDetails = isRecord(usage.input_tokens_details) ? usage.input_tokens_details : {}
- const outputDetails = isRecord(usage.output_tokens_details) ? usage.output_tokens_details : {}
- const cacheWriteTokens = asNumber(promptDetails.cache_write_tokens) + asNumber(inputDetails.cache_write_tokens)
- return {
- inputTokens: asNumber(usage.prompt_tokens) + asNumber(usage.input_tokens),
- outputTokens: asNumber(usage.completion_tokens) + asNumber(usage.output_tokens),
- cacheReadTokens: asNumber(promptDetails.cached_tokens) + asNumber(inputDetails.cached_tokens),
- cacheWriteTokens,
- reasoningTokens: asNumber(completionDetails.reasoning_tokens) + asNumber(outputDetails.reasoning_tokens),
- reportedCost: asNumber(usage.cost),
- }
- }
- const jsonPayloads = (body: string) =>
- body
- .split("\n")
- .map((line) => line.trim())
- .filter((line) => line.startsWith("data:"))
- .map((line) => line.slice("data:".length).trim())
- .filter((line) => line !== "" && line !== "[DONE]")
- .flatMap((line) => {
- try {
- return [JSON.parse(line) as unknown]
- } catch {
- return []
- }
- })
- const usageFromResponseBody = (body: string) =>
- jsonPayloads(body).reduce<Usage>((usage, payload) => {
- if (!isRecord(payload)) return usage
- return addUsage(
- usage,
- addUsage(
- usageFromObject(payload.usage),
- usageFromObject(isRecord(payload.response) ? payload.response.usage : undefined),
- ),
- )
- }, emptyUsage())
- const modelFromRequest = (request: unknown) => {
- if (!isRecord(request)) return "unknown"
- const requestBody = asString(request.body)
- if (!requestBody) return "unknown"
- try {
- const body = JSON.parse(requestBody) as unknown
- if (!isRecord(body)) return "unknown"
- return asString(body.model) ?? "unknown"
- } catch {
- return "unknown"
- }
- }
- const rowFor = (models: JsonRecord, file: string, cassette: unknown): Row | undefined => {
- if (!isRecord(cassette) || !Array.isArray(cassette.interactions)) return undefined
- const first = cassette.interactions.find(isRecord)
- if (!first || !isRecord(first.request)) return undefined
- const provider = providerFromUrl(asString(first.request.url) ?? "")
- const model = modelFromRequest(first.request)
- const usage = cassette.interactions.filter(isRecord).reduce<Usage>((total, interaction) => {
- if (!isRecord(interaction.response)) return total
- const responseBody = asString(interaction.response.body)
- if (!responseBody) return total
- return addUsage(total, usageFromResponseBody(responseBody))
- }, emptyUsage())
- const priced = pricingFor(models, provider, model)
- return {
- cassette: path.relative(RECORDINGS_DIR, file),
- provider,
- model,
- ...usage,
- estimatedCost: estimateCost(usage, priced.pricing),
- pricingSource: priced.source,
- }
- }
- const money = (value: number) => (value === 0 ? "$0.000000" : `$${value.toFixed(6)}`)
- const tokens = (value: number) => value.toLocaleString("en-US")
- const models = (await (await fetch(MODELS_DEV_URL)).json()) as JsonRecord
- const rows = (
- await Promise.all(
- (await walk(RECORDINGS_DIR))
- .filter((file) => file.endsWith(".json"))
- .map(async (file) => rowFor(models, file, await readJson(file))),
- )
- ).filter((row): row is Row => row !== undefined)
- const totals = rows.reduce(
- (total, row) => ({
- ...addUsage(total, row),
- estimatedCost: total.estimatedCost + row.estimatedCost,
- }),
- { ...emptyUsage(), estimatedCost: 0 },
- )
- console.log("# Recording Cost Report")
- console.log("")
- console.log(`Pricing: ${MODELS_DEV_URL}`)
- console.log(`Cassettes: ${rows.length}`)
- console.log(`Reported cost: ${money(totals.reportedCost)}`)
- console.log(`Estimated cost: ${money(totals.estimatedCost)}`)
- console.log("")
- console.log("| Provider | Model | Input | Output | Reasoning | Reported | Estimated | Pricing | Cassette |")
- console.log("|---|---:|---:|---:|---:|---:|---:|---|---|")
- for (const row of rows.toSorted((a, b) => b.reportedCost + b.estimatedCost - (a.reportedCost + a.estimatedCost))) {
- if (row.inputTokens + row.outputTokens + row.reasoningTokens + row.reportedCost + row.estimatedCost === 0) continue
- console.log(
- `| ${row.provider} | ${row.model} | ${tokens(row.inputTokens)} | ${tokens(row.outputTokens)} | ${tokens(row.reasoningTokens)} | ${money(row.reportedCost)} | ${money(row.estimatedCost)} | ${row.pricingSource} | ${row.cassette} |`,
- )
- }
|