Morph V3 Fast vs Qwen3 235B A22B Thinking 2507 (Comparative Analysis)
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Comparative Analysis: Morph V3 Fast vs. Qwen3 235B A22B Thinking 2507
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Overview
Morph V3 Fast was released 18 days before Qwen3 235B A22B Thinking 2507.
 Morph V3 Fast |  Qwen3 235B A22B Thinking 2507 | |
|---|---|---|
Model Provider The organization behind this AI's development | Morph | Qwen |
Input Context Window Maximum input tokens this model can process at once | 81.9K tokens | 262.1K tokens |
Output Token Limit Maximum output tokens this model can generate at once | 38K tokens | 32.8K tokens |
Release Date When this model first became publicly available | July 7, 2025 1 year ago July 7th, 2025 | July 25, 2025 1 year ago July 25th, 2025 |
Knowledge Cutoff Latest training-data date reported by the provider | Not reported | June 30, 2025 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Morph V3 Fast | Qwen3 235B A22B Thinking 2507 | |
|---|---|---|
Input Types Supported input formats | 📝Text | 📝Text |
Reasoning Controls Defaults and configurable reasoning effort | Not reported | Always enabled |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Other | Qwen3 |
Key Features Advanced capabilities | Function CallingStructured OutputReasoning ModeContent Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Proprietary | Available on HuggingFace → |
Pricing
Morph V3 Fast is roughly 2.7x more expensive compared to Qwen3 235B A22B Thinking 2507 for input tokens and roughly 0.4x less expensive for output tokens.
| Morph V3 Fast | Qwen3 235B A22B Thinking 2507 | |
|---|---|---|
Input Token Cost Cost per million input tokens | $0.80 per million tokens | $0.30 per million tokens |
Output Token Cost Cost per million output tokens | $1.20 per million tokens | $3.00 per million tokens |
Benchmarks
Compare relevant benchmarks between Morph V3 Fast and Qwen3 235B A22B Thinking 2507.
| Morph V3 Fast | Qwen3 235B A22B Thinking 2507 | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | Benchmark not available. | 19.6 (Artificial Analysis index; higher is better) |
Coding Index Programming performance across independent evaluations | Benchmark not available. | 22.1 (Artificial Analysis index; higher is better) |
Agentic Index Ability to complete multi-step agentic tasks | Benchmark not available. | 3.8 (Artificial Analysis index; higher is better) |
Best Design Arena Score Highest human-preference Elo score across design arenas | Benchmark not available. | 1,078 Elo (#92 in Website (42.1% win rate)) |
At a Glance
Quick overview of what makes Morph V3 Fast and Qwen3 235B A22B Thinking 2507 unique.
Morph V3 Fast by Morph is a text-based AI model. It can handle standard conversations with its 81.9K token context window. Reasonably priced at $0.80/M input and $1.20/M output tokens. Released July 7th, 2025.Qwen3 235B A22B Thinking 2507 by Qwen can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 262.1K token context window. Reasonably priced at $0.30/M input and $3.00/M output tokens. Released July 25th, 2025.Explore More Comparisons
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Compare Qwen3 235B A22B Thinking 2507 with:
🚀Programming
Best models for coding and development
🎨Creative & Roleplay
Models optimized for creative writing
📢Marketing
Content creation and marketing tasks
💻Technology
Technical analysis and explanations
🔬Science
Scientific research and analysis
🌐Translation
Multilingual translation tasks