Model Comparison

Solar Pro 4
vs. Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)

Comparing 2 AI models · 0 benchmarks · Upstage, Anthropic

Recommended Pick

Upstage logoSolar Pro 46 metric wins

Strongest on: Value, Input price, Output price

Best Value

Upstage logo

Solar Pro 4

100.0 value score

28.2 reasoning / $0.52/1M

Lowest Price

Upstage logo

Solar Pro 4

$0.30/1M input price

Best Reasoning

Anthropic logo

Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)

56.0 reasoning score

Blends available reasoning benchmarks

Best for Coding

Upstage logo

Solar Pro 4

52.7 coding index

Differences That Matter

Best value

Solar Pro 4 has the strongest quality-to-price mix at 100.0 out of 100 value points.

Price gap

Solar Pro 4 is 6.7x cheaper on input tokens than Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback).

Speed gap

Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) generates about 1.7x as many tokens per second as Solar Pro 4.

Reasoning gap

Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) leads Solar Pro 4 by 27.8 points on reasoning.

Top-pick rationale

Solar Pro 4 wins 6 measurable categories, including Value, Input price, Output price, Blended price.

Live compare

Response Face-Off

Run one prompt through the selected models and compare response quality with live speed and cost context.

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Upstage logo

Solar Pro 4

Upstage

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Anthropic logo

Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)

Anthropic

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Full Comparison

Metric
Top Pick
Upstage logoSolar Pro 4
Upstage
Anthropic logoClaude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)
Anthropic
Pricing per 1M tokens
Input Cost$0.30/1M$2.00/1M
Output Cost$1.20/1M$10.00/1M
Blended (3:1)$0.52/1M$4.00/1M
Specifications
OrganizationUpstageAnthropic
Release DateAug 6, 2026Sep 28, 2026
Performance & Speed
Throughput81.1 tok/s138.8 tok/s
TTFT2030ms407240ms
Latency26700ms407240ms
Composite Indices
Value Score100.026.1
Reasoning Score28.256.0
Intelligence28.256.0
Coding52.7—

Key Takeaways

Solar Pro 4 offers the best value at $0.30/1M,making it ideal for high-volume applications and cost-conscious projects.

Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback) has the strongest reasoning profile with a 56.0 reasoning score,combining the available reasoning-heavy benchmarks.

Solar Pro 4 reaches a 52.7 coding index,making it the top choice for software development and code generation tasks.

All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.

When to Choose Each Model

Upstage logo

Solar Pro 4

  • Cost-sensitive applications
  • High-volume processing
  • Code generation
  • Software development
Anthropic logo

Claude Sonnet 5.5 (Adaptive Reasoning, Max Effort, Default Fallback)

  • Complex reasoning tasks
  • Research & analysis