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Model Comparison

Comprehensive side-by-side analysis of model capabilities and performance

Anthropic

Claude Opus 4.1

Anthropic

Claude Opus 4.1 is a multimodal language model developed by Anthropic. It achieves strong performance with an average score of 72.7% across 8 benchmarks. It excels particularly in MMMLU (89.5%), TAU-bench Retail (82.4%), GPQA (80.9%). The model shows particular specialization in general tasks with an average performance of 81.6%. It supports a 232K token context window for handling large documents. The model is available through 4 API providers. As a multimodal model, it can process and understand text, images, and other input formats seamlessly. Released in 2025, it represents Anthropic's latest advancement in AI technology.

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507 is a language model developed by Alibaba Cloud / Qwen Team. It achieves strong performance with an average score of 69.2% across 25 benchmarks. It excels particularly in MMLU-Redux (93.8%), AIME25 (92.3%), WritingBench (88.3%). It supports a 387K token context window for handling large documents. The model is available through 1 API provider. It's licensed for commercial use, making it suitable for enterprise applications. Released in 2025, it represents Alibaba Cloud / Qwen Team's latest advancement in AI technology.

Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Alibaba Cloud / Qwen Team

2025-07-25

Anthropic

Claude Opus 4.1

Anthropic

2025-08-05

11 days newer

Pricing Comparison

Cost per million tokens (USD)

Anthropic

Claude Opus 4.1

Input:$15.00
Output:$75.00
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

$86.70 cheaper
Input:$0.30
Output:$3.00

Performance Metrics

Context window and performance specifications

Anthropic

Claude Opus 4.1

Max Context:232.0K
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Larger context
Max Context:387.1K
Parameters:235.0B

Average performance across 3 common benchmarks

Anthropic

Claude Opus 4.1

+8.1%
Average Score:73.1%
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Average Score:65.0%

Performance comparison across key benchmark categories

Anthropic

Claude Opus 4.1

general
+4.3%
81.6%
math
+17.9%
78.0%
agents
+11.3%
69.2%
code
43.3%
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

general
77.4%
math
60.1%
agents
57.9%
code
+10.6%
53.9%
Benchmark Scores - Detailed View
Side-by-side comparison of all benchmark scores

Provider Availability & Performance

Available providers and their performance metrics

Anthropic

Claude Opus 4.1

4 providers

Google

Throughput: 42 tok/s
Latency: 0.4ms

Anthropic

Throughput: 100 tok/s
Latency: 0.5ms

Bedrock

Throughput: 120 tok/s
Latency: 0.5ms

ZeroEval

Throughput: 42 tok/s
Latency: 0.4ms
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

1 providers

Novita

Anthropic

Claude Opus 4.1

+8.1%
Avg Score:73.1%
Providers:4
Alibaba Cloud / Qwen Team

Qwen3-235B-A22B-Thinking-2507

Avg Score:65.0%
Providers:1