Model Comparison

Solar Open 100B (Reasoning)
vs. Sonar

Comparing 2 AI models · 11 benchmarks · Upstage, Perplexity

Recommended Pick

Upstage logoSolar Open 100B (Reasoning)4 metric wins

Strongest on: Intelligence, GPQA, HLE

Lowest Price

Upstage logo

Solar Open 100B (Reasoning)

$0.00/1M input price

Best Reasoning

Perplexity logo

Sonar

38.8 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

Reasoning gap

Sonar leads Solar Open 100B (Reasoning) by 8.8 points on reasoning.

Top-pick rationale

Solar Open 100B (Reasoning) wins 4 measurable categories, including Intelligence, GPQA, HLE, SciCode.

Live compare

Response Face-Off

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

Upstage logo

Solar Open 100B (Reasoning)

Upstage

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Perplexity logo

Sonar

Perplexity

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Top Pick
Upstage logoSolar Open 100B (Reasoning)
Upstage
Perplexity logoSonar
Perplexity
Pricing per 1M tokens
Input Cost$0.00/1M$0.00/1M
Output Cost$0.00/1M$0.00/1M
Specifications
OrganizationUpstagePerplexity
Release DateDec 17, 2025Jan 21, 2025
Performance & Speed
Throughput
TTFT
Latency
Composite Indices
Reasoning Score30.038.8
Intelligence15.19.5
Standard Benchmarks
GPQA65.7%47.1%
MMLU Pro68.9%
HLE9.2%7.3%
LiveCodeBench29.5%
MATH 50081.7%
AIME (Original)48.7%
SciCode26.9%22.9%
LCR36.0%
IFBench57.7%
TAU-bench v248.2%
TerminalBench Hard2.3%

Key Takeaways

Solar Open 100B (Reasoning) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.

Sonar has the strongest reasoning profile with a 38.8 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

Upstage logo

Solar Open 100B (Reasoning)

  • Cost-sensitive applications
  • High-volume processing
Perplexity logo

Sonar

  • Complex reasoning tasks
  • Research & analysis