TAAS
Overview Niche Catalog
Generated Objects Routing & Audit ← Niche Catalog
code_generation Modality: llm_chat · full deep dive — every ranked model, test result, and artifact.
Ranked Models Ranked by confidence-adjusted score (single/zero-sample, non-curated scores floored; curated empirical scores trusted as-is).
# Model Provider Adj. Score Raw Evidence 1 gemini-2.5-flash google_gemini 7.055 7.055 curated 2 gemini-2.5-pro google_gemini 7.055 7.055 curated 3 deepseek-reasoner deepseek 6.889 6.889 curated 4 claude-haiku-4-5-20251001 anthropic 4.243 4.243 curated 5 claude-opus-4-6 anthropic 4.243 4.243 curated 6 claude-sonnet-4-6 anthropic 4.243 4.243 curated 7 claude-opus-4-7 anthropic 4.243 4.243 curated 8 gpt-4o-mini openai 4.235 4.235 curated 9 gpt-4o openai 4.235 4.235 curated 10 gpt-4.1-mini openai 4.235 4.235 curated 11 gpt-4.1 openai 4.235 4.235 curated 12 sonar-pro perplexity 3.359 3.359 curated 13 sonar perplexity 3.359 3.359 curated 14 Qwen/Qwen2.5-7B-Instruct-Turbo together 2.810 2.810 curated 15 deepseek-ai/DeepSeek-V3.1 together 2.810 2.810 curated 16 meta-llama/Llama-3.3-70B-Instruct-Turbo together 2.810 2.810 curated 17 gpt-5.1 openai 2.647 2.647 curated 18 o4-mini openai 2.647 2.647 curated 19 gpt-5-nano openai 2.647 2.647 curated 20 deepseek-ai/DeepSeek-R1 together 1.756 1.756 curated 21 grok-3-mini xai 1.255 1.255 curated 22 grok-4 xai 1.255 1.255 curated 23 claude-sonnet-4-6::think=fast claude_code 1.000 1.000 curated 24 claude-sonnet-4-6::think=deep claude_code 1.000 1.000 curated 25 gpt-5.5::think=fast codex 0.963 0.963 curated 26 gpt-5.5::think=deep codex 0.963 0.963 curated 27 claude-opus-4-7::think=fast claude_code 0.875 0.875 curated 28 claude-opus-4-7::think=deep claude_code 0.875 0.875 curated 29 claude-opus-4-8::think=fast claude_code 0.788 0.788 curated 30 grok-3 xai 0.784 0.784 curated 31 grok-4.20-multi-agent-0309 xai 0.784 0.784 curated 32 claude-opus-4-8::think=deep claude_code 0.700 0.700 curated 33 gpt-5.3-codex-spark::think=deep codex 0.700 0.700 curated 34 gpt-5.4::think=fast codex 0.612 0.612 curated 35 gpt-5.4::think=deep codex 0.612 0.612 curated 36 claude-sonnet-4-5-20250929 anthropic 0.530 0.530 curated 37 codex-auto-review codex 0.525 0.525 curated 38 gpt-5.3-codex-spark::think=fast codex 0.286 0.525 n=6 39 antigravity:gemini-2.5-pro antigravity 0.237 0.237 curated 40 antigravity:gemini-2.5-flash antigravity 0.237 0.237 curated 41 antigravity:gemini-2.0-flash-thinking antigravity 0.237 0.237 curated 42 claude-sonnet-4-6 claude_desktop 0.200 0.200 curated 43 command-r-08-2024 cohere 0.120 0.800 provisional (n≤1) 44 deepseek-chat deepseek 0.000 0.000 provisional (n≤1) 45 mistral-large-latest mistral 0.000 0.000 provisional (n≤1) 46 mistral-small-latest mistral 0.000 0.000 provisional (n≤1) 47 magistral-small-latest mistral 0.000 0.000 provisional (n≤1) 48 gpt-5 openai 0.000 0.000 provisional (n≤1) 49 gpt-5-mini openai 0.000 0.000 provisional (n≤1) 50 gpt-5.4 codex 0.000 0.000 n=50 51 claude-sonnet-4-6 claude_code 0.000 0.000 n=50 52 claude-opus-4-7 claude_code 0.000 0.000 n=50 53 gpt-5.5 codex 0.000 0.000 provisional (n≤1) 54 claude-opus-4-8 claude_code 0.000 0.000 provisional (n≤1) 55 claude-opus-4-6 claude_code 0.000 0.000 n=50 56 claude-opus-4-5-20251101 claude_code 0.000 0.000 provisional (n≤1) 57 claude-sonnet-4-5-20250929 claude_code 0.000 0.000 provisional (n≤1) 58 claude-opus-4-1-20250805 claude_code 0.000 0.000 provisional (n≤1) 59 claude-opus-4-20250514 claude_code 0.000 0.000 provisional (n≤1) 60 claude-sonnet-4-20250514 claude_code 0.000 0.000 provisional (n≤1) 61 gpt-5.3-codex-spark codex 0.000 0.000 n=50 62 copilot:gpt-4o github_copilot 0.000 0.000 provisional (n≤1) 63 copilot:gpt-4o-mini github_copilot 0.000 0.000 provisional (n≤1) 64 copilot:claude-3.5-sonnet github_copilot 0.000 0.000 provisional (n≤1) 65 copilot:claude-3.7-sonnet github_copilot 0.000 0.000 provisional (n≤1) 66 copilot:gemini-1.5-pro github_copilot 0.000 0.000 provisional (n≤1) 67 copilot:gemini-2.0-flash github_copilot 0.000 0.000 provisional (n≤1) 68 copilot:o1 github_copilot 0.000 0.000 provisional (n≤1) 69 copilot:o3-mini github_copilot 0.000 0.000 provisional (n≤1)
Test Results Showing top 25 of 82 benchmark outputs by weighted score.
mistral-small-latest · mistral · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 769ms ```typescript
function formatPrice(amount: number, currency: string): string {
const formatter = new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
minimumFractionDigits: 2,
maximumFractionDigits: 2,
});
return formatter.format(amount);
}
```
claude-sonnet-4-6 · anthropic · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 1989ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat("en-US", {
style: "currency",
currency: currency,
minimumFractionDigits: 2,
maximumFractionDigits: 2,
}).format(amount);
}
```
grok-3-mini · xai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $4e-05 · 9059ms ```typescript
function formatPrice(amount: number, currency: string): string {
const formatter = new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
});
return formatter.format(amount);
}
```
mistral-large-latest · mistral · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 1423ms ```typescript
function formatPrice(amount: number, currency: string): string {
const formattedAmount = new Intl.NumberFormat('en-US', {
style: 'currency',
currency,
minimumFractionDigits: 2,
maximumFractionDigits: 2,
}).format(amount);
return formattedAmount;
}
```
sonar · perplexity · weighted 8.0 · typescript_validity=6, no_any_types=10 · $8.7e-05 · 1588ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency
}).format(amount);
}
```
gpt-4o · openai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.000512 · 1047ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', { style: 'currency', currency }).format(amount);
}
```
mistral-large-latest · mistral · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 1489ms ```typescript
function formatPrice(amount: number, currency: string): string {
const formattedAmount = new Intl.NumberFormat('en-US', {
style: 'currency',
currency,
minimumFractionDigits: 2,
maximumFractionDigits: 2,
}).format(amount);
return formattedAmount;
}
```
gpt-4o-mini · openai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $3.4e-05 · 1569ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
}).format(amount);
}
```
gpt-4o · openai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.000512 · 860ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', { style: 'currency', currency }).format(amount);
}
```
gpt-4.1-mini · openai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 1060ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat(undefined, {
style: 'currency',
currency,
minimumFractionDigits: 2,
maximumFractionDigits: 2,
}).format(amount);
}
```
deepseek-ai/DeepSeek-V3.1 · together · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 3005ms Here's the TypeScript function `formatPrice`:
```typescript
function formatPrice(amount: number, currency: string): string {
return `${currency}${amount.toFixed(2)}`;
}
```
This function:
1. Takes a number `amount` and string `currency` as parameters
2. Formats the amount to 2 decimal places using `toFixed(2)`
3. Returns a string with the currency symbol concatenated with the formatted amount
4. Uses proper TypeScript types with no `any` type
meta-llama/Llama-3.3-70B-Instruct-Turbo · together · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 1485ms ```typescript
function formatPrice(amount: number, currency: string): string {
const formattedAmount = amount.toLocaleString(undefined, { minimumFractionDigits: 2, maximumFractionDigits: 2 });
return `${currency}${formattedAmount}`;
}
```
claude-sonnet-4-6 · anthropic · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 1777ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
}).format(amount);
}
```
command-r-08-2024 · cohere · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 703ms ```typescript
function formatPrice(amount: number, currency: string): string {
return `${currency}${amount.toFixed(2)}`;
}
```
claude-opus-4-6 · anthropic · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.010125 · 2972ms
```typescript
function formatPrice(amount: number, currency: string): string {
const currencySymbols: Record<string, string> = {
USD: '$',
EUR: '€',
GBP: '£',
JPY: '¥',
};
const symbol: string = currencySymbols[currency] ?? currency;
const formattedAmount: string = amount.toFixed(2);
return `${symbol}${formattedAmount}`;
}
```
deepseek-reasoner · deepseek · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.000994 · 6057ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
}).format(amount);
}
```
grok-3 · xai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.000864 · 710ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency.toUpperCase()
}).format(amount);
}
```
claude-opus-4-6 · anthropic · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.017535 · 3602ms ```typescript
function formatPrice(amount: number, currency: string): string {
const currencySymbols: Record<string, string> = {
USD: '$',
EUR: '€',
GBP: '£',
JPY: '¥',
CAD: 'C$',
AUD: 'A$',
CHF: 'CHF',
CNY: '¥',
INR: '₹',
BRL: 'R$',
};
const symbol: string = currencySymbols[currency.toUpperCase()] ?? currency;
const formattedAmount: string = amount.toFixed(2);
return `${symbol}${formattedAmount}`;
}
```
sonar-pro · perplexity · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.000876 · 6014ms ```typescript
function formatPrice(amount: number, currency: string): string {
const formatter = new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
});
return formatter.format(amount);
}
```
claude-haiku-4-5-20251001 · anthropic · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.001859 · 3627ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
}).format(amount);
}
```
gpt-4.1-mini · openai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 1199ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat(undefined, {
style: 'currency',
currency,
minimumFractionDigits: 2,
maximumFractionDigits: 2,
}).format(amount);
}
```
gpt-4o-mini · openai · weighted 8.0 · typescript_validity=6, no_any_types=10 · $3.4e-05 · 1659ms ```typescript
function formatPrice(amount: number, currency: string): string {
return new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
}).format(amount);
}
```
claude-haiku-4-5-20251001 · anthropic · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.000416 · 1006ms ```typescript
function formatPrice(amount: number, currency: string): string {
const formatter = new Intl.NumberFormat('en-US', {
style: 'currency',
currency: currency,
minimumFractionDigits: 2,
maximumFractionDigits: 2,
});
return formatter.format(amount);
}
```
deepseek-chat · deepseek · weighted 8.0 · typescript_validity=6, no_any_types=10 · $3.5e-05 · 2037ms ```typescript
function formatPrice(amount: number, currency: string): string {
const currencySymbols: Record<string, string> = {
USD: '$',
EUR: '€',
GBP: '£',
JPY: '¥',
INR: '₹',
};
const symbol = currencySymbols[currency] || currency;
const formattedAmount = amount.toFixed(2);
return `${symbol}${formattedAmount}`;
}
```
Qwen/Qwen2.5-7B-Instruct-Turbo · together · weighted 8.0 · typescript_validity=6, no_any_types=10 · $0.0 · 326ms ```typescript
function formatPrice(amount: number, currency: string): string {
return `${currency}${amount.toFixed(2)}`;
}
```
Resolved Here Requests semantically routed into this niche.
Requested Method Confidence When code_writingsemantic 0.696 2026-05-20 17:26 code_writingsemantic 0.659 2026-05-20 17:21
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