See key specs and per-benchmark scores for each model/mode. Scroll horizontally for all columns. 当前对比 2 个模型的评测数据与核心参数。
MiniMax M3
MiniMaxAI
Each axis is a category average, normalized to a 100-point radar.
Relative edge: 编程与软件工程 +1.1 / Relative gap: AI Agent - 工具使用 -5.3
Relative edge: AI Agent - 工具使用 +5.3 / Relative gap: 编程与软件工程 -1.1
Method: for each model and benchmark, the chart first averages all scores in the current mode scope instead of taking the best score, then averages those benchmark scores within each category. Only benchmarks with at least two selected models scored are included; missing values are not counted as zero.
Best overall
Hy3 · 73.22
Best single
Hy3 · BrowseComp 84.20
Modality coverage
MiniMax M3 · 3 modalities
Head to head
4
Benchmarks
1
Wins
3
Losses
-2.55
Average diff
Compare benchmark results across thinking modes and tool usage.
Data sourced primarily from official releases (GitHub, Hugging Face, papers), then benchmark leaderboards, then third-party evaluators. Learn about our data methodology
Complete scores for each model/mode across selected benchmarks.
4 benchmarks with comparable scores. Each model shows its best score; mode label is displayed below.
| Benchmark | MiniMax M3 | Hy3 |
|---|---|---|
SWE-Bench Pro - Public 编程与软件工程 | 59.00Thinking Enabled ｜ Tools | 57.90Thinking Level · High ｜ Tools |
BrowseComp AI Agent - 信息收集 | 83.50Thinking Enabled ｜ Tools | 84.20Thinking Level · High ｜ Tools |
MCP-Atlas AI Agent - 工具使用 | 74.20Thinking Enabled ｜ Tools | 79.10Thinking Level · High ｜ Tools |
Terminal-Bench 2.1 AI Agent - 工具使用 | 66.00Thinking Enabled ｜ Tools | 71.70Thinking Level · High ｜ Tools |
Side-by-side input/output token pricing
Licensing, MoE architecture, and multi-modality support.
| Features & specs | MiniMax M3MiniMaxAI | Hy3腾讯AI实验室 |
|---|---|---|
Core specsRelease | 2026-06-01 | 2026-07-06 |
Context length | 1M | 256K |
Parameters | 428B | 295B |
Active parameters | 23B | 21B |
Max output | 524288 | Not provided |
MoE | Yes | Yes |
LicenseCode Open Source | Open Source · MIT License | Open Source · Apache 2.0 |
Weights Open Source | Open Source · MiniMax-Modified MIT | Open Source · Apache 2.0 |
Commercial use | 不可以商用 | 免费商用授权 |
Local deploymentWeights | Hugging Face | Hugging Face |
Source repo | GitHub | GitHub |
Modality supportText Input/Output | / | / |
Image Input/Output | / | Not provided |
Video Input/Output | / | Not provided |
ResourcesPaper / report | MiniMax M3: Coding & Agentic Frontier with MSA Architecture, 1M Context and Native Multimodality | Hy3 |
