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import React, { useState, useEffect, useMemo } from "react";
import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card";
import { Input } from "@/components/ui/input";
import { mockData } from "@/lib/data";
import { ComparisonSelector } from "@/components/ComparisonSelector";
import { PricingTable } from "@/components/PricingTable";
import { BenchmarkTable } from "./components/BenchmarkTable";
import { benchmarkData } from "./lib/benchmarks/ index";
import { BenchmarkComparisonSelector } from "./components/BenchmarkComparisonSelector";
export interface FlattenedModel extends Model {
provider: string;
uri: string;
benchmark?: {
[key: string]: number;
};
}
export interface Model {
name: string;
inputPrice: number;
outputPrice: number;
}
export interface Provider {
provider: string;
uri: string;
models: Model[];
}
const App: React.FC = () => {
const [data, setData] = useState<Provider[]>([]);
const [comparisonModels, setComparisonModels] = useState<string[]>([]);
const [inputTokens, setInputTokens] = useState<number>(1);
const [outputTokens, setOutputTokens] = useState<number>(1);
const [selectedProviders, setSelectedProviders] = useState<string[]>([]);
const [selectedModels, setSelectedModels] = useState<string[]>([]);
const [expandedProviders, setExpandedProviders] = useState<string[]>([]);
const [tokenCalculation, setTokenCalculation] = useState<string>("million");
const [benchmarkComparisonMetrics, setBenchmarkComparisonMetrics] = useState<string[]>([]);
const [selectedBenchmarkProviders, setSelectedBenchmarkProviders] = useState<string[]>([]);
const [selectedBenchmarkModels, setSelectedBenchmarkModels] = useState<string[]>([]);
const [sortConfig, setSortConfig] = useState<{
key: keyof FlattenedModel;
direction: string;
} | null>(null);
const [benchmarkSortConfig, setBenchmarkSortConfig] = useState<{
key: string;
direction: "ascending" | "descending";
} | null>(null);
useEffect(() => {
setData(mockData);
}, []);
const flattenDataFromPricing = (data: Provider[]): FlattenedModel[] =>
data.flatMap((provider) =>
provider.models.map((model) => ({
provider: provider.provider,
uri: provider.uri,
...model,
benchmark: {},
}))
);
const flattenDataFromBenchmarks = (): FlattenedModel[] =>
benchmarkData.map((b) => ({
provider: b.provider ?? "Unknown",
uri: b.source, // placeholder or use an optional `b.link` if available
name: b.model,
inputPrice: b.inputPrice,
outputPrice: b.outputPrice,
benchmark: b.benchmark ?? {},
}));
const filteredData = useMemo(() => {
if (!selectedProviders.length && !selectedModels.length) return data;
return data
.filter((p) => !selectedProviders.length || selectedProviders.includes(p.provider))
.map((p) => ({
...p,
models: p.models.filter((m) => {
if (!selectedModels.length) return selectedProviders.includes(p.provider);
if (!selectedModels.length) return !selectedProviders.length || selectedProviders.includes(p.provider);
return selectedModels.includes(m.name);
}),
}))
.filter((p) => p.models.length > 0);
}, [data, selectedProviders, selectedModels]);
const benchmarkedModels = useMemo(() => {
return flattenDataFromBenchmarks();
}, []);
const filteredBenchmarkedModels = useMemo(() => {
return benchmarkedModels.filter((model) => {
const providerMatch =
selectedBenchmarkProviders.length === 0 || selectedBenchmarkProviders.includes(model.provider);
const modelMatch =
selectedBenchmarkModels.length === 0 || selectedBenchmarkModels.includes(model.name);
// When not linking, allow filtering by either
if (selectedBenchmarkProviders.length > 0 && selectedBenchmarkModels.length > 0) {
return providerMatch || modelMatch;
}
return providerMatch && modelMatch; // this handles the case where one or both are empty
});
}, [
benchmarkedModels,
selectedBenchmarkProviders,
selectedBenchmarkModels,
]);
const sortedBenchmarkedModels = useMemo(() => {
if (!benchmarkSortConfig) return filteredBenchmarkedModels;
return [...filteredBenchmarkedModels].sort((a, b) => {
const key = benchmarkSortConfig.key;
const isTopLevelKey = ["provider", "name", "inputPrice", "outputPrice"].includes(key);
const aVal = isTopLevelKey
? (a as any)[key]
: a.benchmark?.[key] ?? -Infinity;
const bVal = isTopLevelKey
? (b as any)[key]
: b.benchmark?.[key] ?? -Infinity;
if (typeof aVal === "string" && typeof bVal === "string") {
return benchmarkSortConfig.direction === "ascending"
? aVal.localeCompare(bVal)
: bVal.localeCompare(aVal);
}
return benchmarkSortConfig.direction === "ascending"
? aVal - bVal
: bVal - aVal;
});
}, [filteredBenchmarkedModels, benchmarkSortConfig]);
const pricingProviders = useMemo(() => {
const grouped: Record<string, FlattenedModel[]> = {};
flattenDataFromPricing(data).forEach((model) => {
const key = model.provider;
if (!grouped[key]) grouped[key] = [];
grouped[key].push(model);
});
return Object.entries(grouped).map(([provider, models]) => ({
provider,
uri: models[0]?.uri ?? "#",
models: models.map(({ name, inputPrice, outputPrice }) => ({
name,
inputPrice,
outputPrice,
})),
}));
}, [data]);
const benchmarkProviders = useMemo(() => {
const grouped: Record<string, FlattenedModel[]> = {};
benchmarkedModels.forEach((model) => {
const key = model.provider;
if (!grouped[key]) grouped[key] = [];
grouped[key].push(model);
});
return Object.entries(grouped).map(([provider, models]) => ({
provider,
uri: models[0]?.uri ?? "#",
models: models.map(({ name, inputPrice, outputPrice }) => ({
name,
inputPrice,
outputPrice,
})),
}));
}, [benchmarkedModels]);
const sortedFlattenedData = useMemo(() => {
const flattened = flattenDataFromPricing(filteredData);
if (!sortConfig) return flattened;
return [...flattened].sort((a, b) => {
const aVal = a[sortConfig.key];
const bVal = b[sortConfig.key];
if (typeof aVal === "string" && typeof bVal === "string") {
return sortConfig.direction === "ascending" ? aVal.localeCompare(bVal) : bVal.localeCompare(aVal);
} else if (typeof aVal === "number" && typeof bVal === "number") {
return sortConfig.direction === "ascending" ? aVal - bVal : bVal - aVal;
}
return 0;
});
}, [filteredData, sortConfig]);
const requestSort = (key: keyof FlattenedModel) => {
const direction = sortConfig?.key === key && sortConfig.direction === "ascending" ? "descending" : "ascending";
setSortConfig({ key, direction });
};
const toggleProviderExpansion = (provider: string) => {
setExpandedProviders((prev) =>
prev.includes(provider) ? prev.filter((p) => p !== provider) : [...prev, provider]
);
};
return (
<Card className="w-full max-w-6xl mx-auto">
<CardHeader>
<CardTitle>LLM Pricing Calculator</CardTitle>
</CardHeader>
<CardContent>
{/* Source Link */}
<p className="italic text-sm text-muted-foreground mb-4">
<a
href="https://huggingface.co/spaces/philschmid/llm-pricing"
className="underline"
>
This is a fork of philschmid tool: philschmid/llm-pricing
</a>
</p>
{/* Comparison Model Selector */}
<h3 className="text-lg font-semibold mb-2">Select Comparison Models</h3>
<ComparisonSelector
data={data}
expanded={expandedProviders}
comparisonModels={comparisonModels}
onToggleExpand={toggleProviderExpansion}
onChangeModel={(modelId, checked) =>
setComparisonModels((prev) =>
checked ? [...prev, modelId] : prev.filter((m) => m !== modelId)
)
}
/>
{/* Token Inputs */}
<div className="flex gap-4 mt-6 mb-4">
<div className="flex-1">
<label className="block text-sm font-medium">Input Tokens ({tokenCalculation})</label>
<Input type="number" value={inputTokens} min={1} onChange={(e) => setInputTokens(Number(e.target.value))} />
</div>
<div className="flex-1">
<label className="block text-sm font-medium">Output Tokens ({tokenCalculation})</label>
<Input type="number" value={outputTokens} min={1} onChange={(e) => setOutputTokens(Number(e.target.value))} />
</div>
<div className="flex-1">
<label className="block text-sm font-medium">Token Calculation</label>
<select
value={tokenCalculation}
onChange={(e) => setTokenCalculation(e.target.value)}
className="mt-1 block w-full pl-3 pr-10 py-2 text-base border rounded-md"
>
<option value="billion">Billion Tokens</option>
<option value="million">Million Tokens</option>
<option value="thousand">Thousand Tokens</option>
<option value="unit">Unit Tokens</option>
</select>
</div>
</div>
{/* Pricing Table */}
<h2 className="text-lg font-semibold mb-2">Pricing Table</h2>
<PricingTable
data={sortedFlattenedData}
providers={pricingProviders}
selectedProviders={selectedProviders}
selectedModels={selectedModels}
onProviderChange={setSelectedProviders}
onModelChange={setSelectedModels}
comparisonModels={comparisonModels}
inputTokens={inputTokens}
outputTokens={outputTokens}
tokenCalculation={tokenCalculation}
requestSort={requestSort}
sortConfig={sortConfig}
/>
{/* Benchmark Table */}
<h3 className="text-lg font-semibold mt-12 mb-2">Select Benchmark Metrics to Compare</h3>
<BenchmarkComparisonSelector
allMetrics={Array.from(new Set(benchmarkedModels.flatMap((m) => Object.keys(m.benchmark ?? {})))).sort()}
selected={benchmarkComparisonMetrics}
onChange={(metric, checked) =>
setBenchmarkComparisonMetrics((prev) =>
checked ? [...prev, metric] : prev.filter((m) => m !== metric)
)
}
/>
<h2 className="text-lg font-semibold mt-12 mb-2">Benchmark Table</h2>
<BenchmarkTable
data={sortedBenchmarkedModels}
comparisonMetrics={benchmarkComparisonMetrics}
requestSort={(key) => {
setBenchmarkSortConfig((prev) =>
prev?.key === key
? { key, direction: prev.direction === "ascending" ? "descending" : "ascending" }
: { key, direction: "descending" }
);
}}
sortConfig={benchmarkSortConfig}
allProviders={benchmarkProviders}
selectedProviders={selectedBenchmarkProviders}
selectedModels={selectedBenchmarkModels}
onProviderChange={setSelectedBenchmarkProviders}
onModelChange={setSelectedBenchmarkModels}
/>
</CardContent>
</Card>
);
};
export default App;
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