File size: 12,666 Bytes
829c0ca
2c1eb53
 
829c0ca
 
 
 
 
 
 
 
 
 
 
2c1eb53
 
829c0ca
 
 
2c1eb53
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
829c0ca
 
 
5403286
2c1eb53
 
 
 
 
 
829c0ca
 
 
 
 
2c1eb53
 
 
 
829c0ca
 
2c1eb53
 
 
 
829c0ca
2c1eb53
 
 
829c0ca
 
 
5403286
829c0ca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5403286
829c0ca
5403286
 
 
 
 
 
829c0ca
5403286
 
 
829c0ca
 
 
 
 
 
 
5403286
 
829c0ca
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2c1eb53
 
 
829c0ca
2c1eb53
 
 
 
 
829c0ca
2c1eb53
 
 
 
 
 
5403286
2c1eb53
 
829c0ca
 
 
 
 
 
 
 
2c1eb53
5403286
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2c1eb53
 
5403286
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2c1eb53
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
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";
import { benchmarkMetricOrder } from "./lib/benchmarks/types";

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 [viewMode, setViewMode] = useState<"pricing" | "benchmark">("pricing");

  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,
      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);
          return selectedModels.includes(m.name);
        }),
      }))
      .filter((p) => p.models.length > 0);
  }, [data, selectedProviders, selectedModels]);

  const benchmarkedModels = useMemo(() => 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);

      return providerMatch && modelMatch;
    });
  }, [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 & Benchmark Comparison Tool</CardTitle>

      </CardHeader>

      <CardContent>

        <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>



        {/* View Toggle */}

        <div className="flex justify-center gap-6 mb-6">

          <label className="flex items-center space-x-2">

            <input

              type="radio"

              name="view"

              value="pricing"

              checked={viewMode === "pricing"}

              onChange={() => setViewMode("pricing")}

            />

            <span>Pricing</span>

          </label>

          <label className="flex items-center space-x-2">

            <input

              type="radio"

              name="view"

              value="benchmark"

              checked={viewMode === "benchmark"}

              onChange={() => setViewMode("benchmark")}

            />

            <span>Benchmark</span>

          </label>

        </div>



        {viewMode === "pricing" && (

          <>

            <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)

                )

              }

            />



            <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>



            <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}

            />

          </>

        )}



        {viewMode === "benchmark" && (

          <>

            <h3 className="text-lg font-semibold mb-2">Select Benchmark Metrics to Compare</h3>

            <BenchmarkComparisonSelector

              allMetrics={benchmarkMetricOrder.filter(

                (metric) => benchmarkedModels.some((m) => m.benchmark?.[metric] !== undefined)

              )}

              selected={benchmarkComparisonMetrics}

              onChange={(metric, checked) =>

                setBenchmarkComparisonMetrics((prev) =>

                  checked ? [...prev, metric] : prev.filter((m) => m !== metric)

                )

              }

            />



            <h2 className="text-lg font-semibold 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;