Claude Opus 4.7 vs MiniMax M3 (Comparative Analysis)
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Comparative Analysis: Claude Opus 4.7 vs. MiniMax M3
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Overview
Claude Opus 4.7 was released 1 month before MiniMax M3.
 Claude Opus 4.7 |  MiniMax M3 | |
|---|---|---|
Model Provider The organization behind this AI's development | Anthropic | MiniMax |
Input Context Window Maximum input tokens this model can process at once | 1M tokens | 1M tokens |
Output Token Limit Maximum output tokens this model can generate at once | 128K tokens | 512K tokens |
Release Date When this model first became publicly available | April 16, 2026 3 months ago April 16th, 2026 | May 31, 2026 1 month ago May 31st, 2026 |
Capabilities & Features
Compare supported features, modalities, and advanced capabilities
Claude Opus 4.7 | MiniMax M3 | |
|---|---|---|
Input Types Supported input formats | 📝Text🖼️Image📁File | 📝Text🖼️Image🎬Video |
Reasoning Controls Defaults and configurable reasoning effort | OptionalEffort: Max, Extra High, High, Medium, LowDefault: High | Optional |
Output Types Supported output formats | 📝Text | 📝Text |
Tokenizer Text encoding system | Claude | Other |
Key Features Advanced capabilities | ✓Function Calling✓Structured Output✓Reasoning Mode✓Content Moderation | ✓Function Calling✓Structured Output✓Reasoning ModeContent Moderation |
Open Source Model availability | Proprietary | Available on HuggingFace → |
Pricing
Claude Opus 4.7 is roughly 16.7x more expensive compared to MiniMax M3 for input tokens and roughly 20.8x more expensive for output tokens.
| Claude Opus 4.7 | MiniMax M3 | |
|---|---|---|
Input Token Cost Cost per million input tokens | $5.00 per million tokens | $0.30 per million tokens |
Output Token Cost Cost per million output tokens | $25.00 per million tokens | $1.20 per million tokens |
Web Search Cost Additional cost for each web search operation | $0.01 per search | Not specified |
Cache Read Cost Cost to reuse cached input tokens | $0.50 per million tokens | $0.06 per million tokens |
Cache Write Cost Cost to write input tokens to the cache | $6.25 per million tokens | Not specified |
1-Hour Cache Write Cost Cost to cache input tokens for one hour | $10.00 per million tokens | Not specified |
Benchmarks
Compare relevant benchmarks between Claude Opus 4.7 and MiniMax M3.
| Claude Opus 4.7 | MiniMax M3 | |
|---|---|---|
Intelligence Index Overall model quality across independent evaluations | 53.5 (Artificial Analysis index; higher is better) | 44.4 (Artificial Analysis index; higher is better) |
Coding Index Programming performance across independent evaluations | 73.6 (Artificial Analysis index; higher is better) | 58.6 (Artificial Analysis index; higher is better) |
Agentic Index Ability to complete multi-step agentic tasks | 44.4 (Artificial Analysis index; higher is better) | 35.4 (Artificial Analysis index; higher is better) |
Best Design Arena Score Highest human-preference Elo score across design arenas | 1,503 Elo (#1 in Fullstack (80.1% win rate)) | 1,285 Elo (#19 in Code Categories (54.6% win rate)) |
At a Glance
Quick overview of what makes Claude Opus 4.7 and MiniMax M3 unique.
Claude Opus 4.7 by Anthropic understands both text and images, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Premium pricing at $5.00/M input and $25.00/M output tokens. Includes built-in content moderation for safer outputs. Released April 16th, 2026.MiniMax M3 by MiniMax understands both text and images, analyzes video, can use external tools and APIs, offers advanced reasoning, generates structured data. It can handle standard conversations with its 1M token context window. Very affordable at $0.30/M input and $1.20/M output tokens. Released May 31st, 2026.Explore More Comparisons
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🔬Science
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