Model Comparison
Claude 4.5 Sonnet (Non-reasoning)
vs. HyperCLOVA X SEED Think (32B)
Comparing 2 AI models · 10 benchmarks · Anthropic, Naver
Recommended Pick
AnClaude 4.5 Sonnet (Non-reasoning)8 metric winsStrongest on: Intelligence, GPQA, MMLU Pro
Lowest Price
HyperCLOVA X SEED Think (32B)
$0.00/1M input price
Best Reasoning
HyperCLOVA X SEED Think (32B)
40.4 reasoning score
Blends available reasoning benchmarks
Composite Indices
Higher is better; speed and price are normalized
Standard Benchmarks
Only benchmarks with data are shown
Differences That Matter
Price gap
HyperCLOVA X SEED Think (32B) is ∞x cheaper on input tokens than Claude 4.5 Sonnet (Non-reasoning).
Reasoning gap
HyperCLOVA X SEED Think (32B) leads Claude 4.5 Sonnet (Non-reasoning) by 3.7 points on reasoning.
Top-pick rationale
Claude 4.5 Sonnet (Non-reasoning) wins 8 measurable categories, including Intelligence, GPQA, MMLU Pro, HLE.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Claude 4.5 Sonnet (Non-reasoning)
Anthropic
TTFT
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Time
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tok/s
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Tokens
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Cost
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HyperCLOVA X SEED Think (32B)
Naver
TTFT
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Time
—
tok/s
—
Tokens
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Cost
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Which answer was more useful?
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Full Comparison
| Metric | Top Pick An Claude 4.5 Sonnet (Non-reasoning) | Na HyperCLOVA X SEED Think (32B) |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $3.00/1M | $0.00/1M |
| Output Cost | $15.00/1M | $0.00/1M |
| Blended (3:1) | $6.00/1M | — |
| Specifications | ||
| Organization | Anthropic | Naver |
| Release Date | Sep 29, 2025 | Dec 26, 2025 |
| Performance & Speed | ||
| Throughput | — | — |
| TTFT | — | — |
| Latency | — | — |
| Composite Indices | ||
| Value Score | 100.0 | — |
| Reasoning Score | 36.8 | 40.4 |
| Intelligence | 29.9 | 17.2 |
| Math | 37.0 | 59.0 |
| Standard Benchmarks | ||
| GPQA | 72.7% | 61.5% |
| MMLU Pro | 86.0% | 78.5% |
| HLE | 7.2% | 5.5% |
| LiveCodeBench | 59.0% | 62.9% |
| AIME 2025 | 37.0% | 59.0% |
| SciCode | 42.8% | 28.4% |
| LCR | 52.3% | 13.3% |
| IFBench | 42.7% | 37.9% |
| TAU-bench v2 | 70.5% | 87.4% |
| TerminalBench Hard | 28.8% | 12.1% |
Key Takeaways
HyperCLOVA X SEED Think (32B) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.
HyperCLOVA X SEED Think (32B) has the strongest reasoning profile with a 40.4 reasoning score,combining the available reasoning-heavy benchmarks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Claude 4.5 Sonnet (Non-reasoning)
- General-purpose AI
- Versatile applications
HyperCLOVA X SEED Think (32B)
- Cost-sensitive applications
- High-volume processing
- Complex reasoning tasks
- Research & analysis
