Model Comparison

Qwen3 235B A22B 2507 (Reasoning)
vs. Solar Pro 2 (Preview) (Non-reasoning)

Comparing 2 AI models · 12 benchmarks · Alibaba, Upstage

Recommended Pick

Alibaba logoQwen3 235B A22B 2507 (Reasoning)10 metric wins

Strongest on: Throughput, Reasoning, Intelligence

Lowest Price

Upstage logo

Solar Pro 2 (Preview) (Non-reasoning)

$0.00/1M input price

Best Reasoning

Alibaba logo

Qwen3 235B A22B 2507 (Reasoning)

69.7 reasoning score

Blends available reasoning benchmarks

Best for Coding

Alibaba logo

Qwen3 235B A22B 2507 (Reasoning)

22.1 coding index

Composite Indices

Higher is better; speed and price are normalized

Standard Benchmarks

Only benchmarks with data are shown

Differences That Matter

Price gap

Solar Pro 2 (Preview) (Non-reasoning) is ∞x cheaper on input tokens than Qwen3 235B A22B 2507 (Reasoning).

Reasoning gap

Qwen3 235B A22B 2507 (Reasoning) leads Solar Pro 2 (Preview) (Non-reasoning) by 32.7 points on reasoning.

Top-pick rationale

Qwen3 235B A22B 2507 (Reasoning) wins 10 measurable categories, including Throughput, Reasoning, Intelligence, GPQA.

Live compare

Response Face-Off

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

Alibaba logo

Qwen3 235B A22B 2507 (Reasoning)

Alibaba

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting
Upstage logo

Solar Pro 2 (Preview) (Non-reasoning)

Upstage

Waiting

TTFT

Time

tok/s

Tokens

Cost

Waiting

Which answer was more useful?

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Full Comparison

Metric
Top Pick
Alibaba logoQwen3 235B A22B 2507 (Reasoning)
Alibaba
Upstage logoSolar Pro 2 (Preview) (Non-reasoning)
Upstage
Pricing per 1M tokens
Input Cost$0.70/1M$0.00/1M
Output Cost$8.40/1M$0.00/1M
Blended (3:1)$2.63/1M
Specifications
OrganizationAlibabaUpstage
Release DateJul 25, 2025May 20, 2025
Performance & Speed
Throughput68.3 tok/s
TTFT1301ms
Latency30571ms
Composite Indices
Value Score100.0
Reasoning Score69.737.0
Intelligence19.610.0
Coding22.1
Math91.0
Standard Benchmarks
GPQA79.0%54.4%
MMLU Pro84.3%72.5%
HLE15.0%3.8%
LiveCodeBench78.8%38.5%
MATH 50098.4%87.1%
AIME 202591.0%
AIME (Original)94.0%29.7%
SciCode42.4%27.2%
LCR67.0%
IFBench51.2%
TAU-bench v253.2%
TerminalBench Hard13.6%

Key Takeaways

Solar Pro 2 (Preview) (Non-reasoning) offers the best value at $0.00/1M,making it ideal for high-volume applications and cost-conscious projects.

Qwen3 235B A22B 2507 (Reasoning) has the strongest reasoning profile with a 69.7 reasoning score,combining the available reasoning-heavy benchmarks.

Qwen3 235B A22B 2507 (Reasoning) reaches a 22.1 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

Alibaba logo

Qwen3 235B A22B 2507 (Reasoning)

  • Complex reasoning tasks
  • Research & analysis
  • Code generation
  • Software development
Upstage logo

Solar Pro 2 (Preview) (Non-reasoning)

  • Cost-sensitive applications
  • High-volume processing