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import React, { useState, useEffect } from 'react' |
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import { Card, CardContent, CardHeader, CardTitle } from '@/components/ui/card' |
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import { Checkbox } from '@/components/ui/checkbox' |
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import { Input } from '@/components/ui/input' |
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import { Table, TableBody, TableCell, TableHead, TableHeader, TableRow } from '@/components/ui/table' |
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import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from '@/components/ui/select' |
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import { Collapsible, CollapsibleContent, CollapsibleTrigger } from '@/components/ui/collapsible' |
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import { Button } from '@/components/ui/button' |
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import { ChevronDown, ChevronRight } from 'lucide-react' |
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import { mockData } from './lib/data' |
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export interface Model { |
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name: string |
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inputPrice: number |
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outputPrice: number |
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} |
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export interface Provider { |
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provider: string |
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uri: string |
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models: Model[] |
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} |
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const App: React.FC = () => { |
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const [data, setData] = useState<Provider[]>([]) |
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const [comparisonModels, setComparisonModels] = useState<string[]>([]) |
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const [inputTokens, setInputTokens] = useState<number>(1) |
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const [outputTokens, setOutputTokens] = useState<number>(1) |
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const [selectedProviders, setSelectedProviders] = useState<string[]>([]) |
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const [selectedModels, setSelectedModels] = useState<string[]>([]) |
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const [expandedProviders, setExpandedProviders] = useState<string[]>([]) |
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useEffect(() => { |
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setData(mockData) |
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setComparisonModels(['OpenAI:GPT-4o', 'Anthropic:Claude 3.5 (Sonnet)', 'Google Vertex AI:Gemini 1.5 Pro']) |
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}, []) |
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const calculatePrice = (price: number, tokens: number): number => { |
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return price * tokens |
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} |
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const calculateComparison = (modelPrice: number, comparisonPrice: number): string => { |
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return (((modelPrice - comparisonPrice) / comparisonPrice) * 100).toFixed(2) |
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} |
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const filteredData = data.filter((provider) => { |
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if (selectedProviders.length > 0 && !selectedProviders.includes(provider.provider)) { |
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return false |
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} |
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if (selectedModels.length > 0) { |
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return provider.models.some((model) => selectedModels.includes(model.name)) |
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} |
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return true |
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}) |
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const toggleProviderExpansion = (provider: string) => { |
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setExpandedProviders((prev) => (prev.includes(provider) ? prev.filter((p) => p !== provider) : [...prev, provider])) |
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} |
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return ( |
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<Card className="w-full max-w-6xl mx-auto"> |
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<CardHeader> |
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<CardTitle>LLM Pricing Comparison Tool</CardTitle> |
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</CardHeader> |
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<CardContent> |
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<div className="mb-4"> |
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<h3 className="text-lg font-semibold mb-2">Select Comparison Models</h3> |
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<div className="grid grid-cols-2 md:grid-cols-3 lg:grid-cols-4 gap-4"> |
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{data.map((provider) => ( |
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<Collapsible |
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key={provider.provider} |
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open={expandedProviders.includes(provider.provider)} |
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onOpenChange={() => toggleProviderExpansion(provider.provider)} |
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> |
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<CollapsibleTrigger asChild> |
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<Button variant="outline" className="w-full justify-between"> |
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{provider.provider} |
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{expandedProviders.includes(provider.provider) ? ( |
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<ChevronDown className="h-4 w-4" /> |
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) : ( |
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<ChevronRight className="h-4 w-4" /> |
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)} |
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</Button> |
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</CollapsibleTrigger> |
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<CollapsibleContent className="mt-2"> |
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{provider.models.map((model) => ( |
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<div key={`${provider.provider}:${model.name}`} className="flex items-center space-x-2 mb-1"> |
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<Checkbox |
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id={`${provider.provider}:${model.name}`} |
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checked={comparisonModels.includes(`${provider.provider}:${model.name}`)} |
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onCheckedChange={(checked) => { |
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if (checked) { |
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setComparisonModels((prev) => [...prev, `${provider.provider}:${model.name}`]) |
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} else { |
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setComparisonModels((prev) => |
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prev.filter((m) => m !== `${provider.provider}:${model.name}`) |
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) |
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} |
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}} |
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/> |
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<label |
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htmlFor={`${provider.provider}:${model.name}`} |
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className="text-sm font-medium text-gray-700" |
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> |
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{model.name} |
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</label> |
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</div> |
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))} |
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</CollapsibleContent> |
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</Collapsible> |
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))} |
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</div> |
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</div> |
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<div className="flex gap-4 mb-4"> |
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<div className="flex-1"> |
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<label htmlFor="inputTokens" className="block text-sm font-medium text-gray-700"> |
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Input Tokens (millions) |
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</label> |
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<Input |
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id="inputTokens" |
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type="number" |
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value={inputTokens} |
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onChange={(e) => setInputTokens(Number(e.target.value))} |
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className="mt-1" |
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/> |
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</div> |
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<div className="flex-1"> |
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<label htmlFor="outputTokens" className="block text-sm font-medium text-gray-700"> |
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Output Tokens (millions) |
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</label> |
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<Input |
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id="outputTokens" |
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type="number" |
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value={outputTokens} |
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onChange={(e) => setOutputTokens(Number(e.target.value))} |
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className="mt-1" |
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/> |
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</div> |
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</div> |
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<p className="italic text-sm text-muted-foreground mb-4"> |
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Note: If you use Amazon Bedrock or Azure prices for Anthropic, Cohere or OpenAI should be the same. |
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</p> |
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<Table> |
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<TableHeader> |
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<TableRow> |
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<TableHead> |
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<Select onValueChange={(value) => setSelectedProviders(value as string[])} defaultValue={[]} multiple> |
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<SelectTrigger> |
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<SelectValue placeholder="Select Providers" /> |
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</SelectTrigger> |
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<SelectContent> |
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{data.map((provider) => ( |
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<SelectItem key={provider.provider} value={provider.provider}> |
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{provider.provider} |
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</SelectItem> |
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))} |
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</SelectContent> |
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</Select> |
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</TableHead> |
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<TableHead> |
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<Select onValueChange={(value) => setSelectedModels(value as string[])} defaultValue={[]} multiple> |
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<SelectTrigger> |
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<SelectValue placeholder="Select Models" /> |
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</SelectTrigger> |
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<SelectContent> |
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{data |
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.flatMap((provider) => provider.models) |
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.map((model) => ( |
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<SelectItem key={model.name} value={model.name}> |
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{model.name} |
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</SelectItem> |
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))} |
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</SelectContent> |
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</Select> |
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</TableHead> |
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<TableHead>Input Price (per 1M tokens)</TableHead> |
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<TableHead>Output Price (per 1M tokens)</TableHead> |
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<TableHead>Total Price</TableHead> |
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{comparisonModels.map((model) => ( |
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<TableHead key={model} colSpan={2}> |
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Compared to {model} |
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</TableHead> |
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))} |
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</TableRow> |
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<TableRow> |
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<TableHead /> |
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<TableHead /> |
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<TableHead /> |
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<TableHead /> |
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<TableHead /> |
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{comparisonModels.flatMap((model) => [ |
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<TableHead key={`${model}-input`}>Input</TableHead>, |
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<TableHead key={`${model}-output`}>Output</TableHead>, |
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])} |
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</TableRow> |
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</TableHeader> |
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<TableBody> |
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{filteredData.flatMap((provider) => |
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provider.models.map((model) => ( |
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<TableRow key={`${provider.provider}-${model.name}`}> |
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<TableCell>{provider.provider}</TableCell> |
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<TableCell>{model.name}</TableCell> |
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<TableCell>${model.inputPrice.toFixed(2)}</TableCell> |
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<TableCell>${model.outputPrice.toFixed(2)}</TableCell> |
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<TableCell className="font-bold"> |
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$ |
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{( |
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calculatePrice(model.inputPrice, inputTokens) + calculatePrice(model.outputPrice, outputTokens) |
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).toFixed(2)} |
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</TableCell> |
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{comparisonModels.flatMap((comparisonModel) => { |
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const [comparisonProvider, comparisonModelName] = comparisonModel.split(':') |
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const comparisonModelData = data |
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.find((p) => p.provider === comparisonProvider) |
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?.models.find((m) => m.name === comparisonModelName)! |
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return [ |
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<TableCell |
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key={`${comparisonModel}-input`} |
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className={`${ |
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parseFloat(calculateComparison(model.inputPrice, comparisonModelData.inputPrice)) < 0 |
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? 'bg-green-100' |
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: parseFloat(calculateComparison(model.inputPrice, comparisonModelData.inputPrice)) > 0 |
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? 'bg-red-100' |
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: '' |
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}`} |
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> |
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{`${provider.provider}:${model.name}` === comparisonModel |
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? '0.00%' |
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: `${calculateComparison(model.inputPrice, comparisonModelData.inputPrice)}%`} |
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</TableCell>, |
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<TableCell |
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key={`${comparisonModel}-output`} |
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className={`${ |
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parseFloat(calculateComparison(model.outputPrice, comparisonModelData.outputPrice)) < 0 |
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? 'bg-green-100' |
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: parseFloat(calculateComparison(model.outputPrice, comparisonModelData.outputPrice)) > 0 |
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? 'bg-red-100' |
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: '' |
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}`} |
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> |
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{`${provider.provider}:${model.name}` === comparisonModel |
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? '0.00%' |
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: `${calculateComparison(model.outputPrice, comparisonModelData.outputPrice)}%`} |
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</TableCell>, |
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] |
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})} |
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</TableRow> |
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)) |
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)} |
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</TableBody> |
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</Table> |
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</CardContent> |
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</Card> |
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) |
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} |
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export default App |
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